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    hN                    @   s}  d dl mZmZ G dd dedZG dd dedZG dd dedZG d	d
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edZG dd dedZG dd dedZG dd dedZ	G dd dedZ
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d dedZG dd dedZdyZG dd dedZG dd dedZG dd dedZG dd dedZG dd dedZG dd dedZdyZG dd dedZG dd dedZG dd dedZG d d! d!edZG d"d# d#edZG d$d% d%edZG d&d' d'edZG d(d) d)edZG d*d+ d+edZG d,d- d-edZG d.d/ d/edZɐd0d1 ZG d2d3 d3edZG d4d5 d5edZG d6d7 d7edZ͐d8d9 ZdyZG d:d; d;edZG d<d= d=edZG d>d? d?edZG d@dA dAedZG dBdC dCedZG dDdE dEedZG dFdG dGedZG dHdI dIedZG dJdK dKedZG dLdM dMedZِdNdO ZdyZG dPdQ dQedZG dRdS dSedZG dTdU dUedZG dVdW dWedZG dXdY dYedZG dZd[ d[edZdyZG d\d] d]edZG d^d_ d_edZG d`da daedZG dbdc dcedZG ddde deedZdyZG dfdg dgedZG dhdi diedZG djdk dkedZG dldm dmedZdyZG dndo doedZG dpdq dqedZG drds dsedZG dtdu duedZdyZG dvdw dwedZG dxdy dyedZG dzd{ d{edZG d|d} d}edZdyZG d~d dedZG dd dedZG dd dedZG dd dedZG dd dedZG dd dedZG dd dedZdyZG dd dedZ G dd dedZG dd dedZG dd dedZG dd dedZdyZG dd dedZG dd dedZG dd dedZG dd dedZ	G dd dedZ
G dd dedZdyZG dd dedZG dd dedZG dd dedZG dd dedZG dd dedZdyZG dd dedZG dd dedZG dd dedZG dd dedZG dd dedZG dd dedZdyZG dd dedZG dd dedZG dd dedZG dd dedZG dd dedZG ddÄ dedZG dĐdń dedZ G dƐdǄ dedZ!dyZ"G dȐdɄ dedZ#G dʐd˄ dedZ$G d̐d̈́ dedZ%G dΐdτ dedZ&G dАdф dedZ'G dҐdӄ dedZ(G dԐdՄ dedZ)d֐dׄ Z*dyZ+G dؐdل dedZ,G dڐdۄ dedZ-G dܐd݄ dedZ.G dސd߄ dedZ/dyZ0G dd dedZ1G dd dedZ2G dd dedZ3G dd dedZ4G dd dedZ5G dd dedZ6G dd dedZ7dyZ8G dd dedZ9G dd dedZ:G dd dedZ;G dd dedZ<G dd dedZ=G dd dedZ>dyZ?G dd dedZ@G dd dedZAG dd dedZBG d d dedZCG dd dedZDdyZEG dd dedZFG dd dedZGG dd	 d	edZHG d
d dedZIG dd dedZJG dd dedZKdyZLG dd dedZMG dd dedZNG dd dedZOdyZPG dd dedZQG dd dedZRG dd dedZSG dd dedZTdyZUG dd dedZVG d d! d!edZWG d"d# d#edZXG d$d% d%edZYG d&d' d'edZZG d(d) d)edZ[G d*d+ d+edZ\G d,d- d-edZ]d.d/ Z^dyZ_G d0d1 d1edZ`G d2d3 d3edZaG d4d5 d5edZbG d6d7 d7edZcdyZdG d8d9 d9edZeG d:d; d;edZfG d<d= d=edZgG d>d? d?edZhdyZiG d@dA dAedZjG dBdC dCedZkG dDdE dEedZldyZmG dFdG dGedZnG dHdI dIedZoG dJdK dKedZpG dLdM dMedZqdyZrG dNdO dOedZsG dPdQ dQedZtG dRdS dSedZudyZvdyZwdyZxG dTdU dUedZyG dVdW dWedZzG dXdY dYedZ{G dZd[ d[edZ|G d\d] d]edZ}G d^d_ d_edZ~G d`da daedZG dbdc dcedZG ddde deedZG dfdg dgedZG dhdi diedZG djdk dkedZG dldm dmedZG dndo doedZG dpdq dqedZG drds dsedZG dtdu duedZG dvdw dwedZdyZG dxdy dyedZG dzd{ d{edZG d|d} d}edZG d~d dedZG dd dedZG dd dedZdyZG dd dedZG dd dedZG dd dedZG dd dedZG dd dedZG dd dedZG dd dedZdyZG dd dedZG dd dedZG dd dedZG dd dedZdyZG dd dedZG dd dedZG dd dedZdyZG dd dedZG dd dedZG dd dedZG dd dedZG dd dedZdyZG dd dedZG dd dedZG dd dedZG dd dedZG dd dedZG dd dedZG dd dedZG dd dedZG dd dedZG dd dedZdyZG dd dedZG dd dedZdyZG ddÄ dedZG dĐdń dedZdyZG dƐdǄ dedZG dȐdɄ dedZG dʐd˄ dedZG d̐d̈́ dedZG dΐdτ dedZdАdф ZdyZG dҐdӄ dedZG dԐdՄ dedZG d֐dׄ dedZdyZG dؐdل dedZG dڐdۄ dedZG dܐd݄ dedZdyZG dސd߄ dedZG dd dedZG dd dedZG dd dedZdyZG dd dedZG dd dedZG dd dedZG dd dedZdyZG dd dedZG dd dedZG dd dedZG dd dedZdyZG dd dedZG dd dedZG dd dedZG dd dedZG dd dedZG d d dedZG dd dedZdyZG dd dedZG dd dedZdyZdyZdyZG dd	 d	edZG d
d dedZG dd dedZG dd dedZG dd dedZG dd dedZG dd dedZdyZG dd dedZG dd dedZG dd dedZG dd dedZdyZG dd dedZG d d! d!edZG d"d# d#edZG d$d% d%edZdyZG d&d' d'edZG d(d) d)edZG d*d+ d+edZdyZG d,d- d-edZG d.d/ d/edZG d0d1 d1edZG d2d3 d3edZG d4d5 d5edZ G d6d7 d7edZG d8d9 d9edZG d:d; d;edZG d<d= d=edZd>d? ZdyZG d@dA dAedZG dBdC dCedZG dDdE dEedZ	dyZ
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d dedZzG dd dedZ{G dd dedZ|dd Z}dyZ~G dd dedZG dd dedZG dd dedZG dd dedZG dd dedZG dd dedZG dd dedZdyZG d d! d!edZG d"d# d#edZG d$d% d%edZG d&d' d'edZdyZG d(d) d)edZG d*d+ d+edZG d,d- d-edZG d.d/ d/edZG d0d1 d1edZdyZG d2d3 d3edZG d4d5 d5edZG d6d7 d7edZdyZG d8d9 d9edZG d:d; d;edZG d<d= d=edZdyZG d>d? d?edZG d@dA dAedZG dBdC dCedZG dDdE dEedZdyZG dFdG dGedZG dHdI dIedZG dJdK dKedZG dLdM dMedZdyZG dNdO dOedZG dPdQ dQedZG dRdS dSedZG dTdU dUedZG dVdW dWedZG dXdY dYedZG dZd[ d[edZdyZG d\d] d]edZG d^d_ d_edZG d`da daedZG dbdc dcedZdyZG ddde deedZG dfdg dgedZG dhdi diedZG djdk dkedZdldm ZdyZG dndo doedZG dpdq dqedZG drds dsedZdyZG dtdu duedZG dvdw dwedZG dxdy dyedZG dzd{ d{edZdyZG d|d} d}edZG d~d dedZG dd dedZG dd dedZdyZG dd dedZG dd dedZG dd dedZdyZG dd dedZG dd dedZG dd dedZG dd dedZG dd dedZG dd dedZdyZG dd dedZG dd dedZG dd dedZG dd dedZG dd dedZdyZG dd dedZG dd dedZG dd dedZG dd dedZG dd dedZdyZG dd dedZG dd dedZG dd dedZG dd dedZG dd dedZdyZG dd dedZG dd dedZG dd dedZG dd dedZdyZG dd dedZG dd dedZG dd dedZG ddÄ dedZG dĐdń dedZG dƐdǄ dedZG dȐdɄ dedZG dʐd˄ dedZG d̐d̈́ dedZdyZG dΐdτ dedZG dАdф dedZG dҐdӄ dedZdyZG dԐdՄ dedZG d֐dׄ dedZG dؐdل dedZG dڐdۄ dedZG dܐd݄ dedZG dސd߄ dedZG dd dedZG dd dedZdyZG dd dedZG dd dedZG dd dedZ G dd dedZdyZG dd dedZG dd dedZG dd dedZG dd dedZG dd dedZG dd dedZG dd dedZ	G dd dedZ
G dd dedZG dd dedZG d d dedZG dd dedZG dd dedZG dd dedZG dd	 d	edZG d
d dedZG dd dedZdyZG dd dedZG dd dedZG dd dedZG dd dedZG dd dedZG dd dedZdyZG dd dedZG dd dedZG dd dedZG d d! d!edZG d"d# d#edZ dyZ!G d$d% d%edZ"G d&d' d'edZ#G d(d) d)edZ$dyZ%G d*d+ d+edZ&G d,d- d-edZ'G d.d/ d/edZ(G d0d1 d1edZ)G d2d3 d3edZ*G d4d5 d5edZ+G d6d7 d7edZ,G d8d9 d9edZ-G d:d; d;edZ.G d<d= d=edZ/dyZ0G d>d? d?edZ1G d@dA dAedZ2G dBdC dCedZ3G dDdE dEedZ4G dFdG dGedZ5G dHdI dIedZ6G dJdK dKedZ7G dLdM dMedZ8dyZ9G dNdO dOedZ:G dPdQ dQedZ;G dRdS dSedZ<G dTdU dUedZ=G dVdW dWedZ>G dXdY dYedZ?G dZd[ d[edZ@G d\d] d]edZAG d^d_ d_edZBG d`da daedZCdyZDG dbdc dcedZEG ddde deedZFG dfdg dgedZGG dhdi diedZHG djdk dkedZIG dldm dmedZJG dndo doedZKG dpdq dqedZLG drds dsedZMG dtdu duedZNG dvdw dwedZOdyZPG dxdy dyedZQG dzd{ d{edZRG d|d} d}edZSG d~d dedZTG dd dedZUG dd dedZVG dd dedZWG dd dedZXG dd dedZYG dd dedZZdd Z[dyZ\G dd dedZ]G dd dedZ^G dd dedZ_dd Z`dyZaG dd dedZbG dd dedZcG dd dedZdG dd dedZedd ZfdyZgG dd dedZhG dd dedZiG dd dedZjG dd dedZkdyZlG dd dedZmG dd dedZnG dd dedZoG dd dedZpdyZqG dd dedZrG dd dedZsG dd dedZtG dd dedZuG dd dedZvG dd dedZwG dd dedZxG dd dedZydyZzG dd dedZ{G ddÄ dedZ|G dĐdń dedZ}G dƐdǄ dedZ~G dȐdɄ dedZG dʐd˄ dedZdyZG d̐d̈́ dedZG dΐdτ dedZG dАdф dedZG dҐdӄ dedZG dԐdՄ dedZG d֐dׄ dedZG dؐdل dedZG dڐdۄ dedZG dܐd݄ dedZG dސd߄ dedZG dd dedZG dd dedZG dd dedZdyZG dd dedZG dd dedZG dd dedZG dd dedZG dd dedZdyZG dd dedZG dd dedZG dd dedZG dd dedZG dd dedZG dd dedZdyZG dd dedZG dd dedZG d d dedZG dd dedZdyZG dd dedZG dd dedZG dd	 d	edZG d
d dedZG dd dedZG dd dedZG dd dedZG dd dedZG dd dedZdyZG dd dedZG dd dedZG dd dedZG dd dedZG dd dedZdyZG d d! d!edZG d"d# d#edZG d$d% d%edZG d&d' d'edZG d(d) d)edZG d*d+ d+edZG d,d- d-edZG d.d/ d/edZdyZG d0d1 d1edZG d2d3 d3edZG d4d5 d5edZdyZG d6d7 d7edZG d8d9 d9edZG d:d; d;edZG d<d= d=edZG d>d? d?edZÐd@dA ZdyZG dBdC dCedZG dDdE dEedZG dFdG dGedZG dHdI dIedZG dJdK dKedZdyZG dLdM dMedZG dNdO dOedZG dPdQ dQedZG dRdS dSedZG dTdU dUedZdyZG dVdW dWedZG dXdY dYedZG dZd[ d[edZG d\d] d]edZG d^d_ d_edZdyZG d`da daedZG dbdc dcedZG ddde deedZG dfdg dgedZG dhdi diedZG djdk dkedZdyZG dldm dmedZG dndo doedZG dpdq dqedZG drds dsedZG dtdu duedZG dvdw dwedZG dxdy dyedZG dzd{ d{edZG d|d} d}edZG d~d dedZdyZG dd dedZG dd dedZG dd dedZdyZG dd dedZG dd dedZG dd dedZG dd dedZG dd dedZG dd dedZG dd dedZG dd dedZG dd dedZG dd dedZG dd dedZG dd dedZG dd dedZG dd dedZdyZG dd dedZG dd dedZG dd dedZG dd dedZ G dd dedZdyZG dd dedZG dd dedZG dd dedZG dd dedZdyZG dd dedZG dd dedZ	G dd dedZ
G dd dedZG dd dedZdyZG dd dedZG dd dedZG ddÄ dedZdyZG dĐdń dedZG dƐdǄ dedZdyZG dȐdɄ dedZG dʐd˄ dedZG d̐d̈́ dedZG dΐdτ dedZG dАdф dedZG dҐdӄ dedZdyZG dԐdՄ dedZG d֐dׄ dedZG dؐdل dedZdyZG dڐdۄ dedZ G dܐd݄ dedZ!G dސd߄ dedZ"G dd dedZ#G dd dedZ$G dd dedZ%G dd dedZ&G dd dedZ'G dd dedZ(G dd dedZ)dd Z*G dd dedZ+G dd dedZ,G dd dedZ-G dd dedZ.dyZ/G dd dedZ0G dd dedZ1G dd dedZ2G dd dedZ3G d d dedZ4G dd dedZ5G dd dedZ6dd Z7dyZ8G dd	 d	edZ9G d
d dedZ:G dd dedZ;G dd dedZ<G dd dedZ=G dd dedZ>G dd dedZ?G dd dedZ@dyZAG dd dedZBG dd dedZCG dd dedZDdyZEG dd dedZFG d d! d!edZGG d"d# d#edZHG d$d% d%edZIG d&d' d'edZJG d(d) d)edZKG d*d+ d+edZLG d,d- d-edZMG d.d/ d/edZNd0d1 ZOdyZPG d2d3 d3edZQG d4d5 d5edZRG d6d7 d7edZSG d8d9 d9edZTdyZUG d:d; d;edZVG d<d= d=edZWG d>d? d?edZXG d@dA dAedZYG dBdC dCedZZG dDdE dEedZ[G dFdG dGedZ\G dHdI dIedZ]dyZ^G dJdK dKedZ_G dLdM dMedZ`G dNdO dOedZaG dPdQ dQedZbG dRdS dSedZcG dTdU dUedZdG dVdW dWedZeG dXdY dYedZfdyZgG dZd[ d[edZhG d\d] d]edZiG d^d_ d_edZjG d`da daedZkG dbdc dcedZlG ddde deedZmG dfdg dgedZnG dhdi diedZoG djdk dkedZpG dldm dmedZqdndo ZrdyZsG dpdq dqedZtG drds dsedZuG dtdu duedZvG dvdw dwedZwG dxdy dyedZxG dzd{ d{edZyG d|d} d}edZzG d~d dedZ{G dd dedZ|dd Z}dyZ~G dd dedZG dd dedZG dd dedZdyZG dd dedZG dd dedZdyZG dd dedZG dd dedZG dd dedZG dd dedZG dd dedZG dd dedZG dd dedZG dd dedZG dd dedZG dd dedZdyZG dd dedZG dd dedZG dd dedZG dd dedZG dd dedZG dd dedZdyZG dd dedZG dd dedZG dd dedZG dd dedZG dd dedZG dd dedZdyZG dd dedZG dd dedZG dd dedZG dd dedZdyZG ddÄ dedZG dĐdń dedZG dƐdǄ dedZG dȐdɄ dedZG dʐd˄ dedZdyZG d̐d̈́ dedZG dΐdτ dedZG dАdф dedZG dҐdӄ dedZG dԐdՄ dedZdyZG d֐dׄ dedZG dؐdل dedZG dڐdۄ dedZG dܐd݄ dedZG dސd߄ dedZG dd dedZdyZG dd dedZG dd dedZG dd dedZG dd dedZG dd dedZdyZG dd dedZG dd dedZG dd dedZG dd dedZG dd dedZG dd dedZG dd dedZG dd dedZdyZG dd dedZG dd dedZG d d dedZdyZG dd dedZG dd dedZG dd dedZG dd	 d	edZG d
d dedZdyZG dd dedZG dd dedZG dd dedZdyZG dd dedZG dd dedZG dd dedZG dd dedZdyZG dd dedZG dd dedZG dd dedZG d d! d!edZG d"d# d#edZG d$d% d%edZdyZG d&d' d'edZG d(d) d)edZG d*d+ d+edZG d,d- d-edZG d.d/ d/edZG d0d1 d1edZd2d3 ZdyZG d4d5 d5edZG d6d7 d7edZG d8d9 d9edZdyZG d:d; d;edZG d<d= d=edZG d>d? d?edZG d@dA dAedZG dBdC dCedZdDdE ZdyZG dFdG dGedZG dHdI dIedZG dJdK dKedZdyZG dLdM dMedZG dNdO dOedZG dPdQ dQedZG dRdS dSedZdyZG dTdU dUedZG dVdW dWedZdyZG dXdY dYedZG dZd[ d[edZ G d\d] d]edZG d^d_ d_edZdyZG d`da daedZG dbdc dcedZG ddde deedZG dfdg dgedZG dhdi diedZG djdk dkedZ	G dldm dmedZ
G dndo doedZG dpdq dqedZdyZG drds dsedZG dtdu duedZG dvdw dwedZG dxdy dyedZG dzd{ d{edZdyZG d|d} d}edZG d~d dedZG dd dedZG dd dedZG dd dedZG dd dedZG dd dedZdyZG dd dedZG dd dedZG dd dedZdyZG dd dedZ G dd dedZ!G dd dedZ"G dd dedZ#dyZ$G dd dedZ%G dd dedZ&G dd dedZ'G dd dedZ(G dd dedZ)G dd dedZ*G dd dedZ+G dd dedZ,G dd dedZ-G dd dedZ.dyZ/G dd dedZ0G dd dedZ1G dd dedZ2G dd dedZ3G dd dedZ4G dd dedZ5G dd dedZ6G dd dedZ7dyZ8G dd dedZ9G dd dedZ:G dd dedZ;G ddÄ dedZ<dyZ=G dĐdń dedZ>G dƐdǄ dedZ?G dȐdɄ dedZ@dyZAG dʐd˄ dedZBG d̐d̈́ dedZCG dΐdτ dedZDG dАdф dedZEdyZFG dҐdӄ dedZGG dԐdՄ dedZHG d֐dׄ dedZIdyZJG dؐdل dedZKG dڐdۄ dedZLG dܐd݄ dedZMdyZNG dސd߄ dedZOG dd dedZPdyZQG dd dedZRG dd dedZSdyZTG dd dedZUG dd dedZVG dd dedZWdyZXG dd dedZYG dd dedZZG dd dedZ[G dd dedZ\G dd dedZ]G dd dedZ^G dd dedZ_G dd dedZ`dyZaG dd dedZbG dd dedZcG 	d 	d 	dedZdG 	d	d 	dedZeG 	d	d 	dedZfG 	d	d 	dedZgG 	d	d	 	d	edZhdyZiG 	d
	d 	dedZjG 	d	d 	dedZkG 	d	d 	dedZlG 	d	d 	dedZmG 	d	d 	dedZnG 	d	d 	dedZodyZpG 	d	d 	dedZqG 	d	d 	dedZrG 	d	d 	dedZsG 	d	d 	dedZtG 	d	d 	dedZudyZvG 	d 	d! 	d!edZwG 	d"	d# 	d#edZxG 	d$	d% 	d%edZyG 	d&	d' 	d'edZzdyZ{G 	d(	d) 	d)edZ|G 	d*	d+ 	d+edZ}G 	d,	d- 	d-edZ~dyZG 	d.	d/ 	d/edZG 	d0	d1 	d1edZG 	d2	d3 	d3edZG 	d4	d5 	d5edZG 	d6	d7 	d7edZG 	d8	d9 	d9edZG 	d:	d; 	d;edZG 	d<	d= 	d=edZdyZG 	d>	d? 	d?edZG 	d@	dA 	dAedZG 	dB	dC 	dCedZG 	dD	dE 	dEedZG 	dF	dG 	dGedZG 	dH	dI 	dIedZdyZG 	dJ	dK 	dKedZG 	dL	dM 	dMedZG 	dN	dO 	dOedZG 	dP	dQ 	dQedZG 	dR	dS 	dSedZG 	dT	dU 	dUedZG 	dV	dW 	dWedZG 	dX	dY 	dYedZdyZG 	dZ	d[ 	d[edZG 	d\	d] 	d]edZG 	d^	d_ 	d_edZG 	d`	da 	daedZG 	db	dc 	dcedZG 	dd	de 	deedZG 	df	dg 	dgedZG 	dh	di 	diedZdyZG 	dj	dk 	dkedZG 	dl	dm 	dmedZG 	dn	do 	doedZG 	dp	dq 	dqedZG 	dr	ds 	dsedZG 	dt	du 	duedZG 	dv	dw 	dwedZG 	dx	dy 	dyedZ	dz	d{ ZdyZG 	d|	d} 	d}edZG 	d~	d 	dedZG 	d	d 	dedZG 	d	d 	dedZG 	d	d 	dedZG 	d	d 	dedZG 	d	d 	dedZG 	d	d 	dedZdyZG 	d	d 	dedZG 	d	d 	dedZG 	d	d 	dedZdyZG 	d	d 	dedZG 	d	d 	dedZG 	d	d 	dedZG 	d	d 	dedZG 	d	d 	dedZG 	d	d 	dedZG 	d	d 	dedZG 	d	d 	dedZG 	d	d 	dedZG 	d	d 	dedZ	d	d ZÐ	d	d ZĐ	d	d ZŐ	d	d ZƐ	d	d Zǐ	d	d ZȐ	d	d Zɐ	d	d ZG 	d	d 	dedZː	d	d Z̐	d	d ZG 	d	d 	dedZΐ	d	d ZG 	d	d 	dedZdyS (	     )DummyObjectrequires_backendsc                   @      e Zd ZdgZdd ZdS )PyTorchBenchmarktorchc                 O      t | dg d S Nr   r   selfargskwargs r   Y/var/www/html/ai/venv/lib/python3.10/site-packages/transformers/utils/dummy_pt_objects.py__init__      zPyTorchBenchmark.__init__N__name__
__module____qualname__	_backendsr   r   r   r   r   r          r   )	metaclassc                   @   r   )PyTorchBenchmarkArgumentsr   c                 O   r   r   r	   r
   r   r   r   r      r   z"PyTorchBenchmarkArguments.__init__Nr   r   r   r   r   r      r   r   c                   @   r   )Cacher   c                 O   r   r   r	   r
   r   r   r   r      r   zCache.__init__Nr   r   r   r   r   r      r   r   c                   @   r   )DynamicCacher   c                 O   r   r   r	   r
   r   r   r   r      r   zDynamicCache.__init__Nr   r   r   r   r   r      r   r   c                   @   r   )	SinkCacher   c                 O   r   r   r	   r
   r   r   r   r   $   r   zSinkCache.__init__Nr   r   r   r   r   r   !   r   r   c                   @   r   )GlueDatasetr   c                 O   r   r   r	   r
   r   r   r   r   +   r   zGlueDataset.__init__Nr   r   r   r   r   r   (   r   r   c                   @   r   )GlueDataTrainingArgumentsr   c                 O   r   r   r	   r
   r   r   r   r   2   r   z"GlueDataTrainingArguments.__init__Nr   r   r   r   r   r   /   r   r   c                   @   r   )LineByLineTextDatasetr   c                 O   r   r   r	   r
   r   r   r   r   9   r   zLineByLineTextDataset.__init__Nr   r   r   r   r   r   6   r   r   c                   @   r   )LineByLineWithRefDatasetr   c                 O   r   r   r	   r
   r   r   r   r   @   r   z!LineByLineWithRefDataset.__init__Nr   r   r   r   r   r    =   r   r    c                   @   r   )LineByLineWithSOPTextDatasetr   c                 O   r   r   r	   r
   r   r   r   r   G   r   z%LineByLineWithSOPTextDataset.__init__Nr   r   r   r   r   r!   D   r   r!   c                   @   r   )SquadDatasetr   c                 O   r   r   r	   r
   r   r   r   r   N   r   zSquadDataset.__init__Nr   r   r   r   r   r"   K   r   r"   c                   @   r   )SquadDataTrainingArgumentsr   c                 O   r   r   r	   r
   r   r   r   r   U   r   z#SquadDataTrainingArguments.__init__Nr   r   r   r   r   r#   R   r   r#   c                   @   r   )TextDatasetr   c                 O   r   r   r	   r
   r   r   r   r   \   r   zTextDataset.__init__Nr   r   r   r   r   r$   Y   r   r$   c                   @   r   )$TextDatasetForNextSentencePredictionr   c                 O   r   r   r	   r
   r   r   r   r   c   r   z-TextDatasetForNextSentencePrediction.__init__Nr   r   r   r   r   r%   `   r   r%   c                   @   r   )#AlternatingCodebooksLogitsProcessorr   c                 O   r   r   r	   r
   r   r   r   r   j   r   z,AlternatingCodebooksLogitsProcessor.__init__Nr   r   r   r   r   r&   g   r   r&   c                   @   r   )
BeamScorerr   c                 O   r   r   r	   r
   r   r   r   r   q   r   zBeamScorer.__init__Nr   r   r   r   r   r'   n   r   r'   c                   @   r   )BeamSearchScorerr   c                 O   r   r   r	   r
   r   r   r   r   x   r   zBeamSearchScorer.__init__Nr   r   r   r   r   r(   u   r   r(   c                   @   r   )%ClassifierFreeGuidanceLogitsProcessorr   c                 O   r   r   r	   r
   r   r   r   r      r   z.ClassifierFreeGuidanceLogitsProcessor.__init__Nr   r   r   r   r   r)   |   r   r)   c                   @   r   )ConstrainedBeamSearchScorerr   c                 O   r   r   r	   r
   r   r   r   r      r   z$ConstrainedBeamSearchScorer.__init__Nr   r   r   r   r   r*      r   r*   c                   @   r   )
Constraintr   c                 O   r   r   r	   r
   r   r   r   r      r   zConstraint.__init__Nr   r   r   r   r   r+      r   r+   c                   @   r   )ConstraintListStater   c                 O   r   r   r	   r
   r   r   r   r      r   zConstraintListState.__init__Nr   r   r   r   r   r,      r   r,   c                   @   r   )DisjunctiveConstraintr   c                 O   r   r   r	   r
   r   r   r   r      r   zDisjunctiveConstraint.__init__Nr   r   r   r   r   r-      r   r-   c                   @   r   )#EncoderNoRepeatNGramLogitsProcessorr   c                 O   r   r   r	   r
   r   r   r   r      r   z,EncoderNoRepeatNGramLogitsProcessor.__init__Nr   r   r   r   r   r.      r   r.   c                   @   r   )'EncoderRepetitionPenaltyLogitsProcessorr   c                 O   r   r   r	   r
   r   r   r   r      r   z0EncoderRepetitionPenaltyLogitsProcessor.__init__Nr   r   r   r   r   r/      r   r/   c                   @   r   )EpsilonLogitsWarperr   c                 O   r   r   r	   r
   r   r   r   r      r   zEpsilonLogitsWarper.__init__Nr   r   r   r   r   r0      r   r0   c                   @   r   )EtaLogitsWarperr   c                 O   r   r   r	   r
   r   r   r   r      r   zEtaLogitsWarper.__init__Nr   r   r   r   r   r1      r   r1   c                   @   r   )ExponentialDecayLengthPenaltyr   c                 O   r   r   r	   r
   r   r   r   r      r   z&ExponentialDecayLengthPenalty.__init__Nr   r   r   r   r   r2      r   r2   c                   @   r   )ForcedBOSTokenLogitsProcessorr   c                 O   r   r   r	   r
   r   r   r   r      r   z&ForcedBOSTokenLogitsProcessor.__init__Nr   r   r   r   r   r3      r   r3   c                   @   r   )ForcedEOSTokenLogitsProcessorr   c                 O   r   r   r	   r
   r   r   r   r      r   z&ForcedEOSTokenLogitsProcessor.__init__Nr   r   r   r   r   r4      r   r4   c                   @   r   )ForceTokensLogitsProcessorr   c                 O   r   r   r	   r
   r   r   r   r      r   z#ForceTokensLogitsProcessor.__init__Nr   r   r   r   r   r5      r   r5   c                   @   r   )GenerationMixinr   c                 O   r   r   r	   r
   r   r   r   r      r   zGenerationMixin.__init__Nr   r   r   r   r   r6      r   r6   c                   @   r   )HammingDiversityLogitsProcessorr   c                 O   r   r   r	   r
   r   r   r   r      r   z(HammingDiversityLogitsProcessor.__init__Nr   r   r   r   r   r7      r   r7   c                   @   r   )InfNanRemoveLogitsProcessorr   c                 O   r   r   r	   r
   r   r   r   r      r   z$InfNanRemoveLogitsProcessor.__init__Nr   r   r   r   r   r8      r   r8   c                   @   r   )LogitNormalizationr   c                 O   r   r   r	   r
   r   r   r   r      r   zLogitNormalization.__init__Nr   r   r   r   r   r9      r   r9   c                   @   r   )LogitsProcessorr   c                 O   r   r   r	   r
   r   r   r   r      r   zLogitsProcessor.__init__Nr   r   r   r   r   r:      r   r:   c                   @   r   )LogitsProcessorListr   c                 O   r   r   r	   r
   r   r   r   r      r   zLogitsProcessorList.__init__Nr   r   r   r   r   r;      r   r;   c                   @   r   )LogitsWarperr   c                 O   r   r   r	   r
   r   r   r   r     r   zLogitsWarper.__init__Nr   r   r   r   r   r<     r   r<   c                   @   r   )MaxLengthCriteriar   c                 O   r   r   r	   r
   r   r   r   r     r   zMaxLengthCriteria.__init__Nr   r   r   r   r   r=     r   r=   c                   @   r   )MaxTimeCriteriar   c                 O   r   r   r	   r
   r   r   r   r     r   zMaxTimeCriteria.__init__Nr   r   r   r   r   r>     r   r>   c                   @   r   )MinLengthLogitsProcessorr   c                 O   r   r   r	   r
   r   r   r   r     r   z!MinLengthLogitsProcessor.__init__Nr   r   r   r   r   r?     r   r?   c                   @   r   )!MinNewTokensLengthLogitsProcessorr   c                 O   r   r   r	   r
   r   r   r   r      r   z*MinNewTokensLengthLogitsProcessor.__init__Nr   r   r   r   r   r@     r   r@   c                   @   r   )NoBadWordsLogitsProcessorr   c                 O   r   r   r	   r
   r   r   r   r   '  r   z"NoBadWordsLogitsProcessor.__init__Nr   r   r   r   r   rA   $  r   rA   c                   @   r   )NoRepeatNGramLogitsProcessorr   c                 O   r   r   r	   r
   r   r   r   r   .  r   z%NoRepeatNGramLogitsProcessor.__init__Nr   r   r   r   r   rB   +  r   rB   c                   @   r   )PhrasalConstraintr   c                 O   r   r   r	   r
   r   r   r   r   5  r   zPhrasalConstraint.__init__Nr   r   r   r   r   rC   2  r   rC   c                   @   r   ) PrefixConstrainedLogitsProcessorr   c                 O   r   r   r	   r
   r   r   r   r   <  r   z)PrefixConstrainedLogitsProcessor.__init__Nr   r   r   r   r   rD   9  r   rD   c                   @   r   ) RepetitionPenaltyLogitsProcessorr   c                 O   r   r   r	   r
   r   r   r   r   C  r   z)RepetitionPenaltyLogitsProcessor.__init__Nr   r   r   r   r   rE   @  r   rE   c                   @   r   )SequenceBiasLogitsProcessorr   c                 O   r   r   r	   r
   r   r   r   r   J  r   z$SequenceBiasLogitsProcessor.__init__Nr   r   r   r   r   rF   G  r   rF   c                   @   r   )StoppingCriteriar   c                 O   r   r   r	   r
   r   r   r   r   Q  r   zStoppingCriteria.__init__Nr   r   r   r   r   rG   N  r   rG   c                   @   r   )StoppingCriteriaListr   c                 O   r   r   r	   r
   r   r   r   r   X  r   zStoppingCriteriaList.__init__Nr   r   r   r   r   rH   U  r   rH   c                   @   r   )$SuppressTokensAtBeginLogitsProcessorr   c                 O   r   r   r	   r
   r   r   r   r   _  r   z-SuppressTokensAtBeginLogitsProcessor.__init__Nr   r   r   r   r   rI   \  r   rI   c                   @   r   )SuppressTokensLogitsProcessorr   c                 O   r   r   r	   r
   r   r   r   r   f  r   z&SuppressTokensLogitsProcessor.__init__Nr   r   r   r   r   rJ   c  r   rJ   c                   @   r   )TemperatureLogitsWarperr   c                 O   r   r   r	   r
   r   r   r   r   m  r   z TemperatureLogitsWarper.__init__Nr   r   r   r   r   rK   j  r   rK   c                   @   r   )TopKLogitsWarperr   c                 O   r   r   r	   r
   r   r   r   r   t  r   zTopKLogitsWarper.__init__Nr   r   r   r   r   rL   q  r   rL   c                   @   r   )TopPLogitsWarperr   c                 O   r   r   r	   r
   r   r   r   r   {  r   zTopPLogitsWarper.__init__Nr   r   r   r   r   rM   x  r   rM   c                   @   r   )TypicalLogitsWarperr   c                 O   r   r   r	   r
   r   r   r   r     r   zTypicalLogitsWarper.__init__Nr   r   r   r   r   rN     r   rN   c                   @   r   ).UnbatchedClassifierFreeGuidanceLogitsProcessorr   c                 O   r   r   r	   r
   r   r   r   r     r   z7UnbatchedClassifierFreeGuidanceLogitsProcessor.__init__Nr   r   r   r   r   rO     r   rO   c                   @   r   )WhisperTimeStampLogitsProcessorr   c                 O   r   r   r	   r
   r   r   r   r     r   z(WhisperTimeStampLogitsProcessor.__init__Nr   r   r   r   r   rP     r   rP   c                  O      t tdg d S r   )r   top_k_top_p_filteringr   r   r   r   r   rR     r   rR   c                   @   r   )PreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zPreTrainedModel.__init__Nr   r   r   r   r   rT     r   rT   Nc                   @   r   )AlbertForMaskedLMr   c                 O   r   r   r	   r
   r   r   r   r     r   zAlbertForMaskedLM.__init__Nr   r   r   r   r   rU     r   rU   c                   @   r   )AlbertForMultipleChoicer   c                 O   r   r   r	   r
   r   r   r   r     r   z AlbertForMultipleChoice.__init__Nr   r   r   r   r   rV     r   rV   c                   @   r   )AlbertForPreTrainingr   c                 O   r   r   r	   r
   r   r   r   r     r   zAlbertForPreTraining.__init__Nr   r   r   r   r   rW     r   rW   c                   @   r   )AlbertForQuestionAnsweringr   c                 O   r   r   r	   r
   r   r   r   r     r   z#AlbertForQuestionAnswering.__init__Nr   r   r   r   r   rX     r   rX   c                   @   r   )AlbertForSequenceClassificationr   c                 O   r   r   r	   r
   r   r   r   r     r   z(AlbertForSequenceClassification.__init__Nr   r   r   r   r   rY     r   rY   c                   @   r   )AlbertForTokenClassificationr   c                 O   r   r   r	   r
   r   r   r   r     r   z%AlbertForTokenClassification.__init__Nr   r   r   r   r   rZ     r   rZ   c                   @   r   )AlbertModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zAlbertModel.__init__Nr   r   r   r   r   r[     r   r[   c                   @   r   )AlbertPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zAlbertPreTrainedModel.__init__Nr   r   r   r   r   r\     r   r\   c                  O   rQ   r   )r   load_tf_weights_in_albertrS   r   r   r   r]     r   r]   c                   @   r   )
AlignModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zAlignModel.__init__Nr   r   r   r   r   r^     r   r^   c                   @   r   )AlignPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zAlignPreTrainedModel.__init__Nr   r   r   r   r   r_     r   r_   c                   @   r   )AlignTextModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zAlignTextModel.__init__Nr   r   r   r   r   r`     r   r`   c                   @   r   )AlignVisionModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zAlignVisionModel.__init__Nr   r   r   r   r   ra     r   ra   c                   @   r   )AltCLIPModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zAltCLIPModel.__init__Nr   r   r   r   r   rb      r   rb   c                   @   r   )AltCLIPPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r   
  r   zAltCLIPPreTrainedModel.__init__Nr   r   r   r   r   rc     r   rc   c                   @   r   )AltCLIPTextModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zAltCLIPTextModel.__init__Nr   r   r   r   r   rd     r   rd   c                   @   r   )AltCLIPVisionModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zAltCLIPVisionModel.__init__Nr   r   r   r   r   re     r   re   c                   @   r   )ASTForAudioClassificationr   c                 O   r   r   r	   r
   r   r   r   r   "  r   z"ASTForAudioClassification.__init__Nr   r   r   r   r   rf     r   rf   c                   @   r   )ASTModelr   c                 O   r   r   r	   r
   r   r   r   r   )  r   zASTModel.__init__Nr   r   r   r   r   rg   &  r   rg   c                   @   r   )ASTPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r   0  r   zASTPreTrainedModel.__init__Nr   r   r   r   r   rh   -  r   rh   c                   @   r   )AutoBackboner   c                 O   r   r   r	   r
   r   r   r   r     r   zAutoBackbone.__init__Nr   r   r   r   r   ri     r   ri   c                   @   r   )	AutoModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zAutoModel.__init__Nr   r   r   r   r   rj     r   rj   c                   @   r   )AutoModelForAudioClassificationr   c                 O   r   r   r	   r
   r   r   r   r     r   z(AutoModelForAudioClassification.__init__Nr   r   r   r   r   rk     r   rk   c                   @   r   )$AutoModelForAudioFrameClassificationr   c                 O   r   r   r	   r
   r   r   r   r     r   z-AutoModelForAudioFrameClassification.__init__Nr   r   r   r   r   rl     r   rl   c                   @   r   )AutoModelForAudioXVectorr   c                 O   r   r   r	   r
   r   r   r   r     r   z!AutoModelForAudioXVector.__init__Nr   r   r   r   r   rm     r   rm   c                   @   r   )AutoModelForCausalLMr   c                 O   r   r   r	   r
   r   r   r   r     r   zAutoModelForCausalLM.__init__Nr   r   r   r   r   rn     r   rn   c                   @   r   )AutoModelForCTCr   c                 O   r   r   r	   r
   r   r   r   r     r   zAutoModelForCTC.__init__Nr   r   r   r   r   ro     r   ro   c                   @   r   )AutoModelForDepthEstimationr   c                 O   r   r   r	   r
   r   r   r   r     r   z$AutoModelForDepthEstimation.__init__Nr   r   r   r   r   rp     r   rp   c                   @   r   )%AutoModelForDocumentQuestionAnsweringr   c                 O   r   r   r	   r
   r   r   r   r     r   z.AutoModelForDocumentQuestionAnswering.__init__Nr   r   r   r   r   rq     r   rq   c                   @   r   )AutoModelForImageClassificationr   c                 O   r   r   r	   r
   r   r   r   r     r   z(AutoModelForImageClassification.__init__Nr   r   r   r   r   rr     r   rr   c                   @   r   )AutoModelForImageSegmentationr   c                 O   r   r   r	   r
   r   r   r   r     r   z&AutoModelForImageSegmentation.__init__Nr   r   r   r   r   rs     r   rs   c                   @   r   )AutoModelForImageToImager   c                 O   r   r   r	   r
   r   r   r   r     r   z!AutoModelForImageToImage.__init__Nr   r   r   r   r   rt     r   rt   c                   @   r   ) AutoModelForInstanceSegmentationr   c                 O   r   r   r	   r
   r   r   r   r     r   z)AutoModelForInstanceSegmentation.__init__Nr   r   r   r   r   ru      r   ru   c                   @   r   )AutoModelForMaskedImageModelingr   c                 O   r   r   r	   r
   r   r   r   r   
  r   z(AutoModelForMaskedImageModeling.__init__Nr   r   r   r   r   rv     r   rv   c                   @   r   )AutoModelForMaskedLMr   c                 O   r   r   r	   r
   r   r   r   r     r   zAutoModelForMaskedLM.__init__Nr   r   r   r   r   rw     r   rw   c                   @   r   )AutoModelForMaskGenerationr   c                 O   r   r   r	   r
   r   r   r   r     r   z#AutoModelForMaskGeneration.__init__Nr   r   r   r   r   rx     r   rx   c                   @   r   )AutoModelForMultipleChoicer   c                 O   r   r   r	   r
   r   r   r   r     r   z#AutoModelForMultipleChoice.__init__Nr   r   r   r   r   ry     r   ry   c                   @   r   )"AutoModelForNextSentencePredictionr   c                 O   r   r   r	   r
   r   r   r   r   &  r   z+AutoModelForNextSentencePrediction.__init__Nr   r   r   r   r   rz   #  r   rz   c                   @   r   )AutoModelForObjectDetectionr   c                 O   r   r   r	   r
   r   r   r   r   -  r   z$AutoModelForObjectDetection.__init__Nr   r   r   r   r   r{   *  r   r{   c                   @   r   )AutoModelForPreTrainingr   c                 O   r   r   r	   r
   r   r   r   r   4  r   z AutoModelForPreTraining.__init__Nr   r   r   r   r   r|   1  r   r|   c                   @   r   )AutoModelForQuestionAnsweringr   c                 O   r   r   r	   r
   r   r   r   r   ;  r   z&AutoModelForQuestionAnswering.__init__Nr   r   r   r   r   r}   8  r   r}   c                   @   r   ) AutoModelForSemanticSegmentationr   c                 O   r   r   r	   r
   r   r   r   r   B  r   z)AutoModelForSemanticSegmentation.__init__Nr   r   r   r   r   r~   ?  r   r~   c                   @   r   )AutoModelForSeq2SeqLMr   c                 O   r   r   r	   r
   r   r   r   r   I  r   zAutoModelForSeq2SeqLM.__init__Nr   r   r   r   r   r   F  r   r   c                   @   r   )"AutoModelForSequenceClassificationr   c                 O   r   r   r	   r
   r   r   r   r   P  r   z+AutoModelForSequenceClassification.__init__Nr   r   r   r   r   r   M  r   r   c                   @   r   )AutoModelForSpeechSeq2Seqr   c                 O   r   r   r	   r
   r   r   r   r   W  r   z"AutoModelForSpeechSeq2Seq.__init__Nr   r   r   r   r   r   T  r   r   c                   @   r   )"AutoModelForTableQuestionAnsweringr   c                 O   r   r   r	   r
   r   r   r   r   ^  r   z+AutoModelForTableQuestionAnswering.__init__Nr   r   r   r   r   r   [  r   r   c                   @   r   )AutoModelForTextEncodingr   c                 O   r   r   r	   r
   r   r   r   r   e  r   z!AutoModelForTextEncoding.__init__Nr   r   r   r   r   r   b  r   r   c                   @   r   )AutoModelForTextToSpectrogramr   c                 O   r   r   r	   r
   r   r   r   r   l  r   z&AutoModelForTextToSpectrogram.__init__Nr   r   r   r   r   r   i  r   r   c                   @   r   )AutoModelForTextToWaveformr   c                 O   r   r   r	   r
   r   r   r   r   s  r   z#AutoModelForTextToWaveform.__init__Nr   r   r   r   r   r   p  r   r   c                   @   r   )AutoModelForTokenClassificationr   c                 O   r   r   r	   r
   r   r   r   r   z  r   z(AutoModelForTokenClassification.__init__Nr   r   r   r   r   r   w  r   r   c                   @   r   )!AutoModelForUniversalSegmentationr   c                 O   r   r   r	   r
   r   r   r   r     r   z*AutoModelForUniversalSegmentation.__init__Nr   r   r   r   r   r   ~  r   r   c                   @   r   )AutoModelForVideoClassificationr   c                 O   r   r   r	   r
   r   r   r   r     r   z(AutoModelForVideoClassification.__init__Nr   r   r   r   r   r     r   r   c                   @   r   )AutoModelForVision2Seqr   c                 O   r   r   r	   r
   r   r   r   r     r   zAutoModelForVision2Seq.__init__Nr   r   r   r   r   r     r   r   c                   @   r   )#AutoModelForVisualQuestionAnsweringr   c                 O   r   r   r	   r
   r   r   r   r     r   z,AutoModelForVisualQuestionAnswering.__init__Nr   r   r   r   r   r     r   r   c                   @   r   )'AutoModelForZeroShotImageClassificationr   c                 O   r   r   r	   r
   r   r   r   r     r   z0AutoModelForZeroShotImageClassification.__init__Nr   r   r   r   r   r     r   r   c                   @   r   )#AutoModelForZeroShotObjectDetectionr   c                 O   r   r   r	   r
   r   r   r   r     r   z,AutoModelForZeroShotObjectDetection.__init__Nr   r   r   r   r   r     r   r   c                   @   r   )AutoModelWithLMHeadr   c                 O   r   r   r	   r
   r   r   r   r     r   zAutoModelWithLMHead.__init__Nr   r   r   r   r   r     r   r   c                   @   r   )AutoformerForPredictionr   c                 O   r   r   r	   r
   r   r   r   r     r   z AutoformerForPrediction.__init__Nr   r   r   r   r   r     r   r   c                   @   r   )AutoformerModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zAutoformerModel.__init__Nr   r   r   r   r   r     r   r   c                   @   r   )AutoformerPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r     r   z"AutoformerPreTrainedModel.__init__Nr   r   r   r   r   r     r   r   c                   @   r   )BarkCausalModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zBarkCausalModel.__init__Nr   r   r   r   r   r     r   r   c                   @   r   )BarkCoarseModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zBarkCoarseModel.__init__Nr   r   r   r   r   r     r   r   c                   @   r   )BarkFineModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zBarkFineModel.__init__Nr   r   r   r   r   r     r   r   c                   @   r   )	BarkModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zBarkModel.__init__Nr   r   r   r   r   r     r   r   c                   @   r   )BarkPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zBarkPreTrainedModel.__init__Nr   r   r   r   r   r     r   r   c                   @   r   )BarkSemanticModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zBarkSemanticModel.__init__Nr   r   r   r   r   r     r   r   c                   @   r   )BartForCausalLMr   c                 O   r   r   r	   r
   r   r   r   r     r   zBartForCausalLM.__init__Nr   r   r   r   r   r     r   r   c                   @   r   )BartForConditionalGenerationr   c                 O   r   r   r	   r
   r   r   r   r     r   z%BartForConditionalGeneration.__init__Nr   r   r   r   r   r     r   r   c                   @   r   )BartForQuestionAnsweringr   c                 O   r   r   r	   r
   r   r   r   r     r   z!BartForQuestionAnswering.__init__Nr   r   r   r   r   r     r   r   c                   @   r   )BartForSequenceClassificationr   c                 O   r   r   r	   r
   r   r   r   r     r   z&BartForSequenceClassification.__init__Nr   r   r   r   r   r     r   r   c                   @   r   )	BartModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zBartModel.__init__Nr   r   r   r   r   r     r   r   c                   @   r   )BartPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zBartPreTrainedModel.__init__Nr   r   r   r   r   r     r   r   c                   @   r   )BartPretrainedModelr   c                 O   r   r   r	   r
   r   r   r   r   $  r   zBartPretrainedModel.__init__Nr   r   r   r   r   r   !  r   r   c                   @   r   )PretrainedBartModelr   c                 O   r   r   r	   r
   r   r   r   r   +  r   zPretrainedBartModel.__init__Nr   r   r   r   r   r   (  r   r   c                   @   r   )BeitBackboner   c                 O   r   r   r	   r
   r   r   r   r   5  r   zBeitBackbone.__init__Nr   r   r   r   r   r   2  r   r   c                   @   r   )BeitForImageClassificationr   c                 O   r   r   r	   r
   r   r   r   r   <  r   z#BeitForImageClassification.__init__Nr   r   r   r   r   r   9  r   r   c                   @   r   )BeitForMaskedImageModelingr   c                 O   r   r   r	   r
   r   r   r   r   C  r   z#BeitForMaskedImageModeling.__init__Nr   r   r   r   r   r   @  r   r   c                   @   r   )BeitForSemanticSegmentationr   c                 O   r   r   r	   r
   r   r   r   r   J  r   z$BeitForSemanticSegmentation.__init__Nr   r   r   r   r   r   G  r   r   c                   @   r   )	BeitModelr   c                 O   r   r   r	   r
   r   r   r   r   Q  r   zBeitModel.__init__Nr   r   r   r   r   r   N  r   r   c                   @   r   )BeitPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r   X  r   zBeitPreTrainedModel.__init__Nr   r   r   r   r   r   U  r   r   c                   @   r   )BertForMaskedLMr   c                 O   r   r   r	   r
   r   r   r   r   b  r   zBertForMaskedLM.__init__Nr   r   r   r   r   r   _  r   r   c                   @   r   )BertForMultipleChoicer   c                 O   r   r   r	   r
   r   r   r   r   i  r   zBertForMultipleChoice.__init__Nr   r   r   r   r   r   f  r   r   c                   @   r   )BertForNextSentencePredictionr   c                 O   r   r   r	   r
   r   r   r   r   p  r   z&BertForNextSentencePrediction.__init__Nr   r   r   r   r   r   m  r   r   c                   @   r   )BertForPreTrainingr   c                 O   r   r   r	   r
   r   r   r   r   w  r   zBertForPreTraining.__init__Nr   r   r   r   r   r   t  r   r   c                   @   r   )BertForQuestionAnsweringr   c                 O   r   r   r	   r
   r   r   r   r   ~  r   z!BertForQuestionAnswering.__init__Nr   r   r   r   r   r   {  r   r   c                   @   r   )BertForSequenceClassificationr   c                 O   r   r   r	   r
   r   r   r   r     r   z&BertForSequenceClassification.__init__Nr   r   r   r   r   r     r   r   c                   @   r   )BertForTokenClassificationr   c                 O   r   r   r	   r
   r   r   r   r     r   z#BertForTokenClassification.__init__Nr   r   r   r   r   r     r   r   c                   @   r   )	BertLayerr   c                 O   r   r   r	   r
   r   r   r   r     r   zBertLayer.__init__Nr   r   r   r   r   r     r   r   c                   @   r   )BertLMHeadModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zBertLMHeadModel.__init__Nr   r   r   r   r   r     r   r   c                   @   r   )	BertModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zBertModel.__init__Nr   r   r   r   r   r     r   r   c                   @   r   )BertPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zBertPreTrainedModel.__init__Nr   r   r   r   r   r     r   r   c                  O   rQ   r   )r   load_tf_weights_in_bertrS   r   r   r   r     r   r   c                   @   r   )BertGenerationDecoderr   c                 O   r   r   r	   r
   r   r   r   r     r   zBertGenerationDecoder.__init__Nr   r   r   r   r   r     r   r   c                   @   r   )BertGenerationEncoderr   c                 O   r   r   r	   r
   r   r   r   r     r   zBertGenerationEncoder.__init__Nr   r   r   r   r   r     r   r   c                   @   r   )BertGenerationPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r     r   z&BertGenerationPreTrainedModel.__init__Nr   r   r   r   r   r     r   r   c                  O   rQ   r   )r   "load_tf_weights_in_bert_generationrS   r   r   r   r     r   r   c                   @   r   )BigBirdForCausalLMr   c                 O   r   r   r	   r
   r   r   r   r     r   zBigBirdForCausalLM.__init__Nr   r   r   r   r   r     r   r   c                   @   r   )BigBirdForMaskedLMr   c                 O   r   r   r	   r
   r   r   r   r     r   zBigBirdForMaskedLM.__init__Nr   r   r   r   r   r     r   r   c                   @   r   )BigBirdForMultipleChoicer   c                 O   r   r   r	   r
   r   r   r   r     r   z!BigBirdForMultipleChoice.__init__Nr   r   r   r   r   r     r   r   c                   @   r   )BigBirdForPreTrainingr   c                 O   r   r   r	   r
   r   r   r   r     r   zBigBirdForPreTraining.__init__Nr   r   r   r   r   r     r   r   c                   @   r   )BigBirdForQuestionAnsweringr   c                 O   r   r   r	   r
   r   r   r   r     r   z$BigBirdForQuestionAnswering.__init__Nr   r   r   r   r   r     r   r   c                   @   r   ) BigBirdForSequenceClassificationr   c                 O   r   r   r	   r
   r   r   r   r     r   z)BigBirdForSequenceClassification.__init__Nr   r   r   r   r   r     r   r   c                   @   r   )BigBirdForTokenClassificationr   c                 O   r   r   r	   r
   r   r   r   r     r   z&BigBirdForTokenClassification.__init__Nr   r   r   r   r   r     r   r   c                   @   r   )BigBirdLayerr   c                 O   r   r   r	   r
   r   r   r   r      r   zBigBirdLayer.__init__Nr   r   r   r   r   r     r   r   c                   @   r   )BigBirdModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zBigBirdModel.__init__Nr   r   r   r   r   r     r   r   c                   @   r   )BigBirdPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zBigBirdPreTrainedModel.__init__Nr   r   r   r   r   r     r   r   c                  O   rQ   r   )r   load_tf_weights_in_big_birdrS   r   r   r   r     r   r   c                   @   r   )BigBirdPegasusForCausalLMr   c                 O   r   r   r	   r
   r   r   r   r     r   z"BigBirdPegasusForCausalLM.__init__Nr   r   r   r   r   r     r   r   c                   @   r   )&BigBirdPegasusForConditionalGenerationr   c                 O   r   r   r	   r
   r   r   r   r   #  r   z/BigBirdPegasusForConditionalGeneration.__init__Nr   r   r   r   r   r      r   r   c                   @   r   )"BigBirdPegasusForQuestionAnsweringr   c                 O   r   r   r	   r
   r   r   r   r   *  r   z+BigBirdPegasusForQuestionAnswering.__init__Nr   r   r   r   r   r   '  r   r   c                   @   r   )'BigBirdPegasusForSequenceClassificationr   c                 O   r   r   r	   r
   r   r   r   r   1  r   z0BigBirdPegasusForSequenceClassification.__init__Nr   r   r   r   r   r   .  r   r   c                   @   r   )BigBirdPegasusModelr   c                 O   r   r   r	   r
   r   r   r   r   8  r   zBigBirdPegasusModel.__init__Nr   r   r   r   r   r   5  r   r   c                   @   r   )BigBirdPegasusPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r   ?  r   z&BigBirdPegasusPreTrainedModel.__init__Nr   r   r   r   r   r   <  r   r   c                   @   r   )BioGptForCausalLMr   c                 O   r   r   r	   r
   r   r   r   r   I  r   zBioGptForCausalLM.__init__Nr   r   r   r   r   r   F  r   r   c                   @   r   )BioGptForSequenceClassificationr   c                 O   r   r   r	   r
   r   r   r   r   P  r   z(BioGptForSequenceClassification.__init__Nr   r   r   r   r   r   M  r   r   c                   @   r   )BioGptForTokenClassificationr   c                 O   r   r   r	   r
   r   r   r   r   W  r   z%BioGptForTokenClassification.__init__Nr   r   r   r   r   r   T  r   r   c                   @   r   )BioGptModelr   c                 O   r   r   r	   r
   r   r   r   r   ^  r   zBioGptModel.__init__Nr   r   r   r   r   r   [  r   r   c                   @   r   )BioGptPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r   e  r   zBioGptPreTrainedModel.__init__Nr   r   r   r   r   r   b  r   r   c                   @   r   )BitBackboner   c                 O   r   r   r	   r
   r   r   r   r   o  r   zBitBackbone.__init__Nr   r   r   r   r   r   l  r   r   c                   @   r   )BitForImageClassificationr   c                 O   r   r   r	   r
   r   r   r   r   v  r   z"BitForImageClassification.__init__Nr   r   r   r   r   r   s  r   r   c                   @   r   )BitModelr   c                 O   r   r   r	   r
   r   r   r   r   }  r   zBitModel.__init__Nr   r   r   r   r   r   z  r   r   c                   @   r   )BitPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zBitPreTrainedModel.__init__Nr   r   r   r   r   r     r   r   c                   @   r   )BlenderbotForCausalLMr   c                 O   r   r   r	   r
   r   r   r   r     r   zBlenderbotForCausalLM.__init__Nr   r   r   r   r   r     r   r   c                   @   r   )"BlenderbotForConditionalGenerationr   c                 O   r   r   r	   r
   r   r   r   r     r   z+BlenderbotForConditionalGeneration.__init__Nr   r   r   r   r   r     r   r   c                   @   r   )BlenderbotModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zBlenderbotModel.__init__Nr   r   r   r   r   r     r   r   c                   @   r   )BlenderbotPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r     r   z"BlenderbotPreTrainedModel.__init__Nr   r   r   r   r   r     r   r   c                   @   r   )BlenderbotSmallForCausalLMr   c                 O   r   r   r	   r
   r   r   r   r     r   z#BlenderbotSmallForCausalLM.__init__Nr   r   r   r   r   r     r   r   c                   @   r   )'BlenderbotSmallForConditionalGenerationr   c                 O   r   r   r	   r
   r   r   r   r     r   z0BlenderbotSmallForConditionalGeneration.__init__Nr   r   r   r   r   r     r   r   c                   @   r   )BlenderbotSmallModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zBlenderbotSmallModel.__init__Nr   r   r   r   r   r     r   r   c                   @   r   )BlenderbotSmallPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r     r   z'BlenderbotSmallPreTrainedModel.__init__Nr   r   r   r   r   r     r   r   c                   @   r   )BlipForConditionalGenerationr   c                 O   r   r   r	   r
   r   r   r   r     r   z%BlipForConditionalGeneration.__init__Nr   r   r   r   r   r     r   r   c                   @   r   )BlipForImageTextRetrievalr   c                 O   r   r   r	   r
   r   r   r   r     r   z"BlipForImageTextRetrieval.__init__Nr   r   r   r   r   r     r   r   c                   @   r   )BlipForQuestionAnsweringr   c                 O   r   r   r	   r
   r   r   r   r     r   z!BlipForQuestionAnswering.__init__Nr   r   r   r   r   r     r   r   c                   @   r   )	BlipModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zBlipModel.__init__Nr   r   r   r   r   r     r   r   c                   @   r   )BlipPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zBlipPreTrainedModel.__init__Nr   r   r   r   r   r     r   r   c                   @   r   )BlipTextModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zBlipTextModel.__init__Nr   r   r   r   r   r     r   r   c                   @   r   )BlipVisionModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zBlipVisionModel.__init__Nr   r   r   r   r   r     r   r   c                   @   r   )Blip2ForConditionalGenerationr   c                 O   r   r   r	   r
   r   r   r   r      r   z&Blip2ForConditionalGeneration.__init__Nr   r   r   r   r   r     r   r   c                   @   r   )
Blip2Modelr   c                 O   r   r   r	   r
   r   r   r   r     r   zBlip2Model.__init__Nr   r   r   r   r   r     r   r   c                   @   r   )Blip2PreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zBlip2PreTrainedModel.__init__Nr   r   r   r   r   r     r   r   c                   @   r   )Blip2QFormerModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zBlip2QFormerModel.__init__Nr   r   r   r   r   r     r   r   c                   @   r   )Blip2VisionModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zBlip2VisionModel.__init__Nr   r   r   r   r   r     r   r   c                   @   r   )BloomForCausalLMr   c                 O   r   r   r	   r
   r   r   r   r   &  r   zBloomForCausalLM.__init__Nr   r   r   r   r   r   #  r   r   c                   @   r   )BloomForQuestionAnsweringr   c                 O   r   r   r	   r
   r   r   r   r   -  r   z"BloomForQuestionAnswering.__init__Nr   r   r   r   r   r   *  r   r   c                   @   r   )BloomForSequenceClassificationr   c                 O   r   r   r	   r
   r   r   r   r   4  r   z'BloomForSequenceClassification.__init__Nr   r   r   r   r   r   1  r   r   c                   @   r   )BloomForTokenClassificationr   c                 O   r   r   r	   r
   r   r   r   r   ;  r   z$BloomForTokenClassification.__init__Nr   r   r   r   r   r   8  r   r   c                   @   r   )
BloomModelr   c                 O   r   r   r	   r
   r   r   r   r   B  r   zBloomModel.__init__Nr   r   r   r   r   r   ?  r   r   c                   @   r   )BloomPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r   I  r   zBloomPreTrainedModel.__init__Nr   r   r   r   r   r   F  r   r   c                   @   r   )!BridgeTowerForContrastiveLearningr   c                 O   r   r   r	   r
   r   r   r   r   S  r   z*BridgeTowerForContrastiveLearning.__init__Nr   r   r   r   r   r   P  r   r   c                   @   r   )#BridgeTowerForImageAndTextRetrievalr   c                 O   r   r   r	   r
   r   r   r   r   Z  r   z,BridgeTowerForImageAndTextRetrieval.__init__Nr   r   r   r   r   r   W  r   r   c                   @   r   )BridgeTowerForMaskedLMr   c                 O   r   r   r	   r
   r   r   r   r   a  r   zBridgeTowerForMaskedLM.__init__Nr   r   r   r   r   r   ^  r   r   c                   @   r   )BridgeTowerModelr   c                 O   r   r   r	   r
   r   r   r   r   h  r   zBridgeTowerModel.__init__Nr   r   r   r   r   r   e  r   r   c                   @   r   )BridgeTowerPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r   o  r   z#BridgeTowerPreTrainedModel.__init__Nr   r   r   r   r   r   l  r   r   c                   @   r   )BrosForTokenClassificationr   c                 O   r   r   r	   r
   r   r   r   r   y  r   z#BrosForTokenClassification.__init__Nr   r   r   r   r   r   v  r   r   c                   @   r   )	BrosModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zBrosModel.__init__Nr   r   r   r   r   r   }  r   r   c                   @   r   )BrosPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zBrosPreTrainedModel.__init__Nr   r   r   r   r   r     r   r   c                   @   r   )BrosProcessorr   c                 O   r   r   r	   r
   r   r   r   r     r   zBrosProcessor.__init__Nr   r   r   r   r   r     r   r   c                   @   r   )!BrosSpadeEEForTokenClassificationr   c                 O   r   r   r	   r
   r   r   r   r     r   z*BrosSpadeEEForTokenClassification.__init__Nr   r   r   r   r   r     r   r   c                   @   r   )!BrosSpadeELForTokenClassificationr   c                 O   r   r   r	   r
   r   r   r   r     r   z*BrosSpadeELForTokenClassification.__init__Nr   r   r   r   r   r     r   r   c                   @   r   )CamembertForCausalLMr   c                 O   r   r   r	   r
   r   r   r   r     r   zCamembertForCausalLM.__init__Nr   r   r   r   r   r     r   r   c                   @   r   )CamembertForMaskedLMr   c                 O   r   r   r	   r
   r   r   r   r     r   zCamembertForMaskedLM.__init__Nr   r   r   r   r   r     r   r   c                   @   r   )CamembertForMultipleChoicer   c                 O   r   r   r	   r
   r   r   r   r     r   z#CamembertForMultipleChoice.__init__Nr   r   r   r   r   r     r   r   c                   @   r   )CamembertForQuestionAnsweringr   c                 O   r   r   r	   r
   r   r   r   r     r   z&CamembertForQuestionAnswering.__init__Nr   r   r   r   r   r     r   r   c                   @   r   )"CamembertForSequenceClassificationr   c                 O   r   r   r	   r
   r   r   r   r     r   z+CamembertForSequenceClassification.__init__Nr   r   r   r   r   r     r   r   c                   @   r   )CamembertForTokenClassificationr   c                 O   r   r   r	   r
   r   r   r   r     r   z(CamembertForTokenClassification.__init__Nr   r   r   r   r   r     r   r   c                   @   r   )CamembertModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zCamembertModel.__init__Nr   r   r   r   r   r     r   r   c                   @   r   )CamembertPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r     r   z!CamembertPreTrainedModel.__init__Nr   r   r   r   r   r     r   r   c                   @   r   )CanineForMultipleChoicer   c                 O   r   r   r	   r
   r   r   r   r     r   z CanineForMultipleChoice.__init__Nr   r   r   r   r   r     r   r   c                   @   r   )CanineForQuestionAnsweringr   c                 O   r   r   r	   r
   r   r   r   r     r   z#CanineForQuestionAnswering.__init__Nr   r   r   r   r   r     r   r   c                   @   r   )CanineForSequenceClassificationr   c                 O   r   r   r	   r
   r   r   r   r     r   z(CanineForSequenceClassification.__init__Nr   r   r   r   r   r     r   r   c                   @   r   )CanineForTokenClassificationr   c                 O   r   r   r	   r
   r   r   r   r     r   z%CanineForTokenClassification.__init__Nr   r   r   r   r   r     r   r   c                   @   r   )CanineLayerr   c                 O   r   r   r	   r
   r   r   r   r     r   zCanineLayer.__init__Nr   r   r   r   r   r     r   r   c                   @   r   )CanineModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zCanineModel.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )CaninePreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zCaninePreTrainedModel.__init__Nr   r   r   r   r   r    r   r  c                  O   rQ   r   )r   load_tf_weights_in_caninerS   r   r   r   r    r   r  c                   @   r   )ChineseCLIPModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zChineseCLIPModel.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )ChineseCLIPPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r      r   z#ChineseCLIPPreTrainedModel.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )ChineseCLIPTextModelr   c                 O   r   r   r	   r
   r   r   r   r   '  r   zChineseCLIPTextModel.__init__Nr   r   r   r   r   r  $  r   r  c                   @   r   )ChineseCLIPVisionModelr   c                 O   r   r   r	   r
   r   r   r   r   .  r   zChineseCLIPVisionModel.__init__Nr   r   r   r   r   r  +  r   r  c                   @   r   )ClapAudioModelr   c                 O   r   r   r	   r
   r   r   r   r   8  r   zClapAudioModel.__init__Nr   r   r   r   r   r  5  r   r  c                   @   r   )ClapAudioModelWithProjectionr   c                 O   r   r   r	   r
   r   r   r   r   ?  r   z%ClapAudioModelWithProjection.__init__Nr   r   r   r   r   r	  <  r   r	  c                   @   r   )ClapFeatureExtractorr   c                 O   r   r   r	   r
   r   r   r   r   F  r   zClapFeatureExtractor.__init__Nr   r   r   r   r   r
  C  r   r
  c                   @   r   )	ClapModelr   c                 O   r   r   r	   r
   r   r   r   r   M  r   zClapModel.__init__Nr   r   r   r   r   r  J  r   r  c                   @   r   )ClapPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r   T  r   zClapPreTrainedModel.__init__Nr   r   r   r   r   r  Q  r   r  c                   @   r   )ClapTextModelr   c                 O   r   r   r	   r
   r   r   r   r   [  r   zClapTextModel.__init__Nr   r   r   r   r   r  X  r   r  c                   @   r   )ClapTextModelWithProjectionr   c                 O   r   r   r	   r
   r   r   r   r   b  r   z$ClapTextModelWithProjection.__init__Nr   r   r   r   r   r  _  r   r  c                   @   r   )	CLIPModelr   c                 O   r   r   r	   r
   r   r   r   r   l  r   zCLIPModel.__init__Nr   r   r   r   r   r  i  r   r  c                   @   r   )CLIPPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r   s  r   zCLIPPreTrainedModel.__init__Nr   r   r   r   r   r  p  r   r  c                   @   r   )CLIPTextModelr   c                 O   r   r   r	   r
   r   r   r   r   z  r   zCLIPTextModel.__init__Nr   r   r   r   r   r  w  r   r  c                   @   r   )CLIPTextModelWithProjectionr   c                 O   r   r   r	   r
   r   r   r   r     r   z$CLIPTextModelWithProjection.__init__Nr   r   r   r   r   r  ~  r   r  c                   @   r   )CLIPVisionModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zCLIPVisionModel.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )CLIPVisionModelWithProjectionr   c                 O   r   r   r	   r
   r   r   r   r     r   z&CLIPVisionModelWithProjection.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )CLIPSegForImageSegmentationr   c                 O   r   r   r	   r
   r   r   r   r     r   z$CLIPSegForImageSegmentation.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )CLIPSegModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zCLIPSegModel.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )CLIPSegPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zCLIPSegPreTrainedModel.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )CLIPSegTextModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zCLIPSegTextModel.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )CLIPSegVisionModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zCLIPSegVisionModel.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )ClvpDecoderr   c                 O   r   r   r	   r
   r   r   r   r     r   zClvpDecoder.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )ClvpEncoderr   c                 O   r   r   r	   r
   r   r   r   r     r   zClvpEncoder.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )ClvpForCausalLMr   c                 O   r   r   r	   r
   r   r   r   r     r   zClvpForCausalLM.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )	ClvpModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zClvpModel.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )!ClvpModelForConditionalGenerationr   c                 O   r   r   r	   r
   r   r   r   r     r   z*ClvpModelForConditionalGeneration.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )ClvpPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zClvpPreTrainedModel.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )CodeGenForCausalLMr   c                 O   r   r   r	   r
   r   r   r   r     r   zCodeGenForCausalLM.__init__Nr   r   r   r   r   r     r   r   c                   @   r   )CodeGenModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zCodeGenModel.__init__Nr   r   r   r   r   r!    r   r!  c                   @   r   )CodeGenPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zCodeGenPreTrainedModel.__init__Nr   r   r   r   r   r"    r   r"  c                   @   r   )!ConditionalDetrForObjectDetectionr   c                 O   r   r   r	   r
   r   r   r   r     r   z*ConditionalDetrForObjectDetection.__init__Nr   r   r   r   r   r#    r   r#  c                   @   r   )ConditionalDetrForSegmentationr   c                 O   r   r   r	   r
   r   r   r   r     r   z'ConditionalDetrForSegmentation.__init__Nr   r   r   r   r   r$    r   r$  c                   @   r   )ConditionalDetrModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zConditionalDetrModel.__init__Nr   r   r   r   r   r%    r   r%  c                   @   r   )ConditionalDetrPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r     r   z'ConditionalDetrPreTrainedModel.__init__Nr   r   r   r   r   r&    r   r&  c                   @   r   )ConvBertForMaskedLMr   c                 O   r   r   r	   r
   r   r   r   r   #  r   zConvBertForMaskedLM.__init__Nr   r   r   r   r   r'     r   r'  c                   @   r   )ConvBertForMultipleChoicer   c                 O   r   r   r	   r
   r   r   r   r   *  r   z"ConvBertForMultipleChoice.__init__Nr   r   r   r   r   r(  '  r   r(  c                   @   r   )ConvBertForQuestionAnsweringr   c                 O   r   r   r	   r
   r   r   r   r   1  r   z%ConvBertForQuestionAnswering.__init__Nr   r   r   r   r   r)  .  r   r)  c                   @   r   )!ConvBertForSequenceClassificationr   c                 O   r   r   r	   r
   r   r   r   r   8  r   z*ConvBertForSequenceClassification.__init__Nr   r   r   r   r   r*  5  r   r*  c                   @   r   )ConvBertForTokenClassificationr   c                 O   r   r   r	   r
   r   r   r   r   ?  r   z'ConvBertForTokenClassification.__init__Nr   r   r   r   r   r+  <  r   r+  c                   @   r   )ConvBertLayerr   c                 O   r   r   r	   r
   r   r   r   r   F  r   zConvBertLayer.__init__Nr   r   r   r   r   r,  C  r   r,  c                   @   r   )ConvBertModelr   c                 O   r   r   r	   r
   r   r   r   r   M  r   zConvBertModel.__init__Nr   r   r   r   r   r-  J  r   r-  c                   @   r   )ConvBertPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r   T  r   z ConvBertPreTrainedModel.__init__Nr   r   r   r   r   r.  Q  r   r.  c                  O   rQ   r   )r   load_tf_weights_in_convbertrS   r   r   r   r/  X  r   r/  c                   @   r   )ConvNextBackboner   c                 O   r   r   r	   r
   r   r   r   r   b  r   zConvNextBackbone.__init__Nr   r   r   r   r   r0  _  r   r0  c                   @   r   )ConvNextForImageClassificationr   c                 O   r   r   r	   r
   r   r   r   r   i  r   z'ConvNextForImageClassification.__init__Nr   r   r   r   r   r1  f  r   r1  c                   @   r   )ConvNextModelr   c                 O   r   r   r	   r
   r   r   r   r   p  r   zConvNextModel.__init__Nr   r   r   r   r   r2  m  r   r2  c                   @   r   )ConvNextPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r   w  r   z ConvNextPreTrainedModel.__init__Nr   r   r   r   r   r3  t  r   r3  c                   @   r   )ConvNextV2Backboner   c                 O   r   r   r	   r
   r   r   r   r     r   zConvNextV2Backbone.__init__Nr   r   r   r   r   r4  ~  r   r4  c                   @   r   ) ConvNextV2ForImageClassificationr   c                 O   r   r   r	   r
   r   r   r   r     r   z)ConvNextV2ForImageClassification.__init__Nr   r   r   r   r   r5    r   r5  c                   @   r   )ConvNextV2Modelr   c                 O   r   r   r	   r
   r   r   r   r     r   zConvNextV2Model.__init__Nr   r   r   r   r   r6    r   r6  c                   @   r   )ConvNextV2PreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r     r   z"ConvNextV2PreTrainedModel.__init__Nr   r   r   r   r   r7    r   r7  c                   @   r   )CpmAntForCausalLMr   c                 O   r   r   r	   r
   r   r   r   r     r   zCpmAntForCausalLM.__init__Nr   r   r   r   r   r8    r   r8  c                   @   r   )CpmAntModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zCpmAntModel.__init__Nr   r   r   r   r   r9    r   r9  c                   @   r   )CpmAntPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zCpmAntPreTrainedModel.__init__Nr   r   r   r   r   r:    r   r:  c                   @   r   )CTRLForSequenceClassificationr   c                 O   r   r   r	   r
   r   r   r   r     r   z&CTRLForSequenceClassification.__init__Nr   r   r   r   r   r;    r   r;  c                   @   r   )CTRLLMHeadModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zCTRLLMHeadModel.__init__Nr   r   r   r   r   r<    r   r<  c                   @   r   )	CTRLModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zCTRLModel.__init__Nr   r   r   r   r   r=    r   r=  c                   @   r   )CTRLPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zCTRLPreTrainedModel.__init__Nr   r   r   r   r   r>    r   r>  c                   @   r   )CvtForImageClassificationr   c                 O   r   r   r	   r
   r   r   r   r     r   z"CvtForImageClassification.__init__Nr   r   r   r   r   r?    r   r?  c                   @   r   )CvtModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zCvtModel.__init__Nr   r   r   r   r   r@    r   r@  c                   @   r   )CvtPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zCvtPreTrainedModel.__init__Nr   r   r   r   r   rA    r   rA  c                   @   r   )(Data2VecAudioForAudioFrameClassificationr   c                 O   r   r   r	   r
   r   r   r   r     r   z1Data2VecAudioForAudioFrameClassification.__init__Nr   r   r   r   r   rB    r   rB  c                   @   r   )Data2VecAudioForCTCr   c                 O   r   r   r	   r
   r   r   r   r     r   zData2VecAudioForCTC.__init__Nr   r   r   r   r   rC    r   rC  c                   @   r   )&Data2VecAudioForSequenceClassificationr   c                 O   r   r   r	   r
   r   r   r   r   	  r   z/Data2VecAudioForSequenceClassification.__init__Nr   r   r   r   r   rD   	  r   rD  c                   @   r   )Data2VecAudioForXVectorr   c                 O   r   r   r	   r
   r   r   r   r   
	  r   z Data2VecAudioForXVector.__init__Nr   r   r   r   r   rE  	  r   rE  c                   @   r   )Data2VecAudioModelr   c                 O   r   r   r	   r
   r   r   r   r   	  r   zData2VecAudioModel.__init__Nr   r   r   r   r   rF  	  r   rF  c                   @   r   )Data2VecAudioPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r   	  r   z%Data2VecAudioPreTrainedModel.__init__Nr   r   r   r   r   rG  	  r   rG  c                   @   r   )Data2VecTextForCausalLMr   c                 O   r   r   r	   r
   r   r   r   r   	  r   z Data2VecTextForCausalLM.__init__Nr   r   r   r   r   rH  	  r   rH  c                   @   r   )Data2VecTextForMaskedLMr   c                 O   r   r   r	   r
   r   r   r   r   &	  r   z Data2VecTextForMaskedLM.__init__Nr   r   r   r   r   rI  #	  r   rI  c                   @   r   )Data2VecTextForMultipleChoicer   c                 O   r   r   r	   r
   r   r   r   r   -	  r   z&Data2VecTextForMultipleChoice.__init__Nr   r   r   r   r   rJ  *	  r   rJ  c                   @   r   ) Data2VecTextForQuestionAnsweringr   c                 O   r   r   r	   r
   r   r   r   r   4	  r   z)Data2VecTextForQuestionAnswering.__init__Nr   r   r   r   r   rK  1	  r   rK  c                   @   r   )%Data2VecTextForSequenceClassificationr   c                 O   r   r   r	   r
   r   r   r   r   ;	  r   z.Data2VecTextForSequenceClassification.__init__Nr   r   r   r   r   rL  8	  r   rL  c                   @   r   )"Data2VecTextForTokenClassificationr   c                 O   r   r   r	   r
   r   r   r   r   B	  r   z+Data2VecTextForTokenClassification.__init__Nr   r   r   r   r   rM  ?	  r   rM  c                   @   r   )Data2VecTextModelr   c                 O   r   r   r	   r
   r   r   r   r   I	  r   zData2VecTextModel.__init__Nr   r   r   r   r   rN  F	  r   rN  c                   @   r   )Data2VecTextPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r   P	  r   z$Data2VecTextPreTrainedModel.__init__Nr   r   r   r   r   rO  M	  r   rO  c                   @   r   )$Data2VecVisionForImageClassificationr   c                 O   r   r   r	   r
   r   r   r   r   W	  r   z-Data2VecVisionForImageClassification.__init__Nr   r   r   r   r   rP  T	  r   rP  c                   @   r   )%Data2VecVisionForSemanticSegmentationr   c                 O   r   r   r	   r
   r   r   r   r   ^	  r   z.Data2VecVisionForSemanticSegmentation.__init__Nr   r   r   r   r   rQ  [	  r   rQ  c                   @   r   )Data2VecVisionModelr   c                 O   r   r   r	   r
   r   r   r   r   e	  r   zData2VecVisionModel.__init__Nr   r   r   r   r   rR  b	  r   rR  c                   @   r   )Data2VecVisionPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r   l	  r   z&Data2VecVisionPreTrainedModel.__init__Nr   r   r   r   r   rS  i	  r   rS  c                   @   r   )DebertaForMaskedLMr   c                 O   r   r   r	   r
   r   r   r   r   v	  r   zDebertaForMaskedLM.__init__Nr   r   r   r   r   rT  s	  r   rT  c                   @   r   )DebertaForQuestionAnsweringr   c                 O   r   r   r	   r
   r   r   r   r   }	  r   z$DebertaForQuestionAnswering.__init__Nr   r   r   r   r   rU  z	  r   rU  c                   @   r   ) DebertaForSequenceClassificationr   c                 O   r   r   r	   r
   r   r   r   r   	  r   z)DebertaForSequenceClassification.__init__Nr   r   r   r   r   rV  	  r   rV  c                   @   r   )DebertaForTokenClassificationr   c                 O   r   r   r	   r
   r   r   r   r   	  r   z&DebertaForTokenClassification.__init__Nr   r   r   r   r   rW  	  r   rW  c                   @   r   )DebertaModelr   c                 O   r   r   r	   r
   r   r   r   r   	  r   zDebertaModel.__init__Nr   r   r   r   r   rX  	  r   rX  c                   @   r   )DebertaPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r   	  r   zDebertaPreTrainedModel.__init__Nr   r   r   r   r   rY  	  r   rY  c                   @   r   )DebertaV2ForMaskedLMr   c                 O   r   r   r	   r
   r   r   r   r   	  r   zDebertaV2ForMaskedLM.__init__Nr   r   r   r   r   rZ  	  r   rZ  c                   @   r   )DebertaV2ForMultipleChoicer   c                 O   r   r   r	   r
   r   r   r   r   	  r   z#DebertaV2ForMultipleChoice.__init__Nr   r   r   r   r   r[  	  r   r[  c                   @   r   )DebertaV2ForQuestionAnsweringr   c                 O   r   r   r	   r
   r   r   r   r   	  r   z&DebertaV2ForQuestionAnswering.__init__Nr   r   r   r   r   r\  	  r   r\  c                   @   r   )"DebertaV2ForSequenceClassificationr   c                 O   r   r   r	   r
   r   r   r   r   	  r   z+DebertaV2ForSequenceClassification.__init__Nr   r   r   r   r   r]  	  r   r]  c                   @   r   )DebertaV2ForTokenClassificationr   c                 O   r   r   r	   r
   r   r   r   r   	  r   z(DebertaV2ForTokenClassification.__init__Nr   r   r   r   r   r^  	  r   r^  c                   @   r   )DebertaV2Modelr   c                 O   r   r   r	   r
   r   r   r   r   	  r   zDebertaV2Model.__init__Nr   r   r   r   r   r_  	  r   r_  c                   @   r   )DebertaV2PreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r   	  r   z!DebertaV2PreTrainedModel.__init__Nr   r   r   r   r   r`  	  r   r`  c                   @   r   )DecisionTransformerGPT2Modelr   c                 O   r   r   r	   r
   r   r   r   r   	  r   z%DecisionTransformerGPT2Model.__init__Nr   r   r   r   r   ra  	  r   ra  c                   @   r   )&DecisionTransformerGPT2PreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r   	  r   z/DecisionTransformerGPT2PreTrainedModel.__init__Nr   r   r   r   r   rb  	  r   rb  c                   @   r   )DecisionTransformerModelr   c                 O   r   r   r	   r
   r   r   r   r   	  r   z!DecisionTransformerModel.__init__Nr   r   r   r   r   rc  	  r   rc  c                   @   r   )"DecisionTransformerPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r   	  r   z+DecisionTransformerPreTrainedModel.__init__Nr   r   r   r   r   rd  	  r   rd  c                   @   r   ) DeformableDetrForObjectDetectionr   c                 O   r   r   r	   r
   r   r   r   r   	  r   z)DeformableDetrForObjectDetection.__init__Nr   r   r   r   r   re  	  r   re  c                   @   r   )DeformableDetrModelr   c                 O   r   r   r	   r
   r   r   r   r   	  r   zDeformableDetrModel.__init__Nr   r   r   r   r   rf  	  r   rf  c                   @   r   )DeformableDetrPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r   
  r   z&DeformableDetrPreTrainedModel.__init__Nr   r   r   r   r   rg  
  r   rg  c                   @   r   )DeiTForImageClassificationr   c                 O   r   r   r	   r
   r   r   r   r   
  r   z#DeiTForImageClassification.__init__Nr   r   r   r   r   rh  
  r   rh  c                   @   r   )%DeiTForImageClassificationWithTeacherr   c                 O   r   r   r	   r
   r   r   r   r   
  r   z.DeiTForImageClassificationWithTeacher.__init__Nr   r   r   r   r   ri  
  r   ri  c                   @   r   )DeiTForMaskedImageModelingr   c                 O   r   r   r	   r
   r   r   r   r   
  r   z#DeiTForMaskedImageModeling.__init__Nr   r   r   r   r   rj  
  r   rj  c                   @   r   )	DeiTModelr   c                 O   r   r   r	   r
   r   r   r   r   #
  r   zDeiTModel.__init__Nr   r   r   r   r   rk   
  r   rk  c                   @   r   )DeiTPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r   *
  r   zDeiTPreTrainedModel.__init__Nr   r   r   r   r   rl  '
  r   rl  c                   @   r   )MCTCTForCTCr   c                 O   r   r   r	   r
   r   r   r   r   4
  r   zMCTCTForCTC.__init__Nr   r   r   r   r   rm  1
  r   rm  c                   @   r   )
MCTCTModelr   c                 O   r   r   r	   r
   r   r   r   r   ;
  r   zMCTCTModel.__init__Nr   r   r   r   r   rn  8
  r   rn  c                   @   r   )MCTCTPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r   B
  r   zMCTCTPreTrainedModel.__init__Nr   r   r   r   r   ro  ?
  r   ro  c                   @   r   )MMBTForClassificationr   c                 O   r   r   r	   r
   r   r   r   r   I
  r   zMMBTForClassification.__init__Nr   r   r   r   r   rp  F
  r   rp  c                   @   r   )	MMBTModelr   c                 O   r   r   r	   r
   r   r   r   r   P
  r   zMMBTModel.__init__Nr   r   r   r   r   rq  M
  r   rq  c                   @   r   )ModalEmbeddingsr   c                 O   r   r   r	   r
   r   r   r   r   W
  r   zModalEmbeddings.__init__Nr   r   r   r   r   rr  T
  r   rr  c                   @   r   )OpenLlamaForCausalLMr   c                 O   r   r   r	   r
   r   r   r   r   ^
  r   zOpenLlamaForCausalLM.__init__Nr   r   r   r   r   rs  [
  r   rs  c                   @   r   )"OpenLlamaForSequenceClassificationr   c                 O   r   r   r	   r
   r   r   r   r   e
  r   z+OpenLlamaForSequenceClassification.__init__Nr   r   r   r   r   rt  b
  r   rt  c                   @   r   )OpenLlamaModelr   c                 O   r   r   r	   r
   r   r   r   r   l
  r   zOpenLlamaModel.__init__Nr   r   r   r   r   ru  i
  r   ru  c                   @   r   )OpenLlamaPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r   s
  r   z!OpenLlamaPreTrainedModel.__init__Nr   r   r   r   r   rv  p
  r   rv  c                   @   r   )RetriBertModelr   c                 O   r   r   r	   r
   r   r   r   r   }
  r   zRetriBertModel.__init__Nr   r   r   r   r   rw  z
  r   rw  c                   @   r   )RetriBertPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r   
  r   z!RetriBertPreTrainedModel.__init__Nr   r   r   r   r   rx  
  r   rx  c                   @   r   )TrajectoryTransformerModelr   c                 O   r   r   r	   r
   r   r   r   r   
  r   z#TrajectoryTransformerModel.__init__Nr   r   r   r   r   ry  
  r   ry  c                   @   r   )$TrajectoryTransformerPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r   
  r   z-TrajectoryTransformerPreTrainedModel.__init__Nr   r   r   r   r   rz  
  r   rz  c                   @   r   )AdaptiveEmbeddingr   c                 O   r   r   r	   r
   r   r   r   r   
  r   zAdaptiveEmbedding.__init__Nr   r   r   r   r   r{  
  r   r{  c                   @   r   )"TransfoXLForSequenceClassificationr   c                 O   r   r   r	   r
   r   r   r   r   
  r   z+TransfoXLForSequenceClassification.__init__Nr   r   r   r   r   r|  
  r   r|  c                   @   r   )TransfoXLLMHeadModelr   c                 O   r   r   r	   r
   r   r   r   r   
  r   zTransfoXLLMHeadModel.__init__Nr   r   r   r   r   r}  
  r   r}  c                   @   r   )TransfoXLModelr   c                 O   r   r   r	   r
   r   r   r   r   
  r   zTransfoXLModel.__init__Nr   r   r   r   r   r~  
  r   r~  c                   @   r   )TransfoXLPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r   
  r   z!TransfoXLPreTrainedModel.__init__Nr   r   r   r   r   r  
  r   r  c                  O   rQ   r   )r   load_tf_weights_in_transfo_xlrS   r   r   r   r  
  r   r  c                   @   r   )VanForImageClassificationr   c                 O   r   r   r	   r
   r   r   r   r   
  r   z"VanForImageClassification.__init__Nr   r   r   r   r   r  
  r   r  c                   @   r   )VanModelr   c                 O   r   r   r	   r
   r   r   r   r   
  r   zVanModel.__init__Nr   r   r   r   r   r  
  r   r  c                   @   r   )VanPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r   
  r   zVanPreTrainedModel.__init__Nr   r   r   r   r   r  
  r   r  c                   @   r   )DetaForObjectDetectionr   c                 O   r   r   r	   r
   r   r   r   r   
  r   zDetaForObjectDetection.__init__Nr   r   r   r   r   r  
  r   r  c                   @   r   )	DetaModelr   c                 O   r   r   r	   r
   r   r   r   r   
  r   zDetaModel.__init__Nr   r   r   r   r   r  
  r   r  c                   @   r   )DetaPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r   
  r   zDetaPreTrainedModel.__init__Nr   r   r   r   r   r  
  r   r  c                   @   r   )DetrForObjectDetectionr   c                 O   r   r   r	   r
   r   r   r   r   
  r   zDetrForObjectDetection.__init__Nr   r   r   r   r   r  
  r   r  c                   @   r   )DetrForSegmentationr   c                 O   r   r   r	   r
   r   r   r   r      r   zDetrForSegmentation.__init__Nr   r   r   r   r   r  
  r   r  c                   @   r   )	DetrModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zDetrModel.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )DetrPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zDetrPreTrainedModel.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )DinatBackboner   c                 O   r   r   r	   r
   r   r   r   r     r   zDinatBackbone.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )DinatForImageClassificationr   c                 O   r   r   r	   r
   r   r   r   r     r   z$DinatForImageClassification.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )
DinatModelr   c                 O   r   r   r	   r
   r   r   r   r   &  r   zDinatModel.__init__Nr   r   r   r   r   r  #  r   r  c                   @   r   )DinatPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r   -  r   zDinatPreTrainedModel.__init__Nr   r   r   r   r   r  *  r   r  c                   @   r   )Dinov2Backboner   c                 O   r   r   r	   r
   r   r   r   r   7  r   zDinov2Backbone.__init__Nr   r   r   r   r   r  4  r   r  c                   @   r   )Dinov2ForImageClassificationr   c                 O   r   r   r	   r
   r   r   r   r   >  r   z%Dinov2ForImageClassification.__init__Nr   r   r   r   r   r  ;  r   r  c                   @   r   )Dinov2Modelr   c                 O   r   r   r	   r
   r   r   r   r   E  r   zDinov2Model.__init__Nr   r   r   r   r   r  B  r   r  c                   @   r   )Dinov2PreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r   L  r   zDinov2PreTrainedModel.__init__Nr   r   r   r   r   r  I  r   r  c                   @   r   )DistilBertForMaskedLMr   c                 O   r   r   r	   r
   r   r   r   r   V  r   zDistilBertForMaskedLM.__init__Nr   r   r   r   r   r  S  r   r  c                   @   r   )DistilBertForMultipleChoicer   c                 O   r   r   r	   r
   r   r   r   r   ]  r   z$DistilBertForMultipleChoice.__init__Nr   r   r   r   r   r  Z  r   r  c                   @   r   )DistilBertForQuestionAnsweringr   c                 O   r   r   r	   r
   r   r   r   r   d  r   z'DistilBertForQuestionAnswering.__init__Nr   r   r   r   r   r  a  r   r  c                   @   r   )#DistilBertForSequenceClassificationr   c                 O   r   r   r	   r
   r   r   r   r   k  r   z,DistilBertForSequenceClassification.__init__Nr   r   r   r   r   r  h  r   r  c                   @   r   ) DistilBertForTokenClassificationr   c                 O   r   r   r	   r
   r   r   r   r   r  r   z)DistilBertForTokenClassification.__init__Nr   r   r   r   r   r  o  r   r  c                   @   r   )DistilBertModelr   c                 O   r   r   r	   r
   r   r   r   r   y  r   zDistilBertModel.__init__Nr   r   r   r   r   r  v  r   r  c                   @   r   )DistilBertPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r     r   z"DistilBertPreTrainedModel.__init__Nr   r   r   r   r   r  }  r   r  c                   @   r   )DonutSwinModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zDonutSwinModel.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )DonutSwinPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r     r   z!DonutSwinPreTrainedModel.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )DPRContextEncoderr   c                 O   r   r   r	   r
   r   r   r   r     r   zDPRContextEncoder.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )DPRPretrainedContextEncoderr   c                 O   r   r   r	   r
   r   r   r   r     r   z$DPRPretrainedContextEncoder.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )DPRPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zDPRPreTrainedModel.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )DPRPretrainedQuestionEncoderr   c                 O   r   r   r	   r
   r   r   r   r     r   z%DPRPretrainedQuestionEncoder.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )DPRPretrainedReaderr   c                 O   r   r   r	   r
   r   r   r   r     r   zDPRPretrainedReader.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )DPRQuestionEncoderr   c                 O   r   r   r	   r
   r   r   r   r     r   zDPRQuestionEncoder.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )	DPRReaderr   c                 O   r   r   r	   r
   r   r   r   r     r   zDPRReader.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )DPTForDepthEstimationr   c                 O   r   r   r	   r
   r   r   r   r     r   zDPTForDepthEstimation.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )DPTForSemanticSegmentationr   c                 O   r   r   r	   r
   r   r   r   r     r   z#DPTForSemanticSegmentation.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )DPTModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zDPTModel.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )DPTPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zDPTPreTrainedModel.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )%EfficientFormerForImageClassificationr   c                 O   r   r   r	   r
   r   r   r   r     r   z.EfficientFormerForImageClassification.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )0EfficientFormerForImageClassificationWithTeacherr   c                 O   r   r   r	   r
   r   r   r   r     r   z9EfficientFormerForImageClassificationWithTeacher.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )EfficientFormerModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zEfficientFormerModel.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )EfficientFormerPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r   	  r   z'EfficientFormerPreTrainedModel.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )"EfficientNetForImageClassificationr   c                 O   r   r   r	   r
   r   r   r   r     r   z+EfficientNetForImageClassification.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )EfficientNetModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zEfficientNetModel.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )EfficientNetPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r   !  r   z$EfficientNetPreTrainedModel.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )ElectraForCausalLMr   c                 O   r   r   r	   r
   r   r   r   r   +  r   zElectraForCausalLM.__init__Nr   r   r   r   r   r  (  r   r  c                   @   r   )ElectraForMaskedLMr   c                 O   r   r   r	   r
   r   r   r   r   2  r   zElectraForMaskedLM.__init__Nr   r   r   r   r   r  /  r   r  c                   @   r   )ElectraForMultipleChoicer   c                 O   r   r   r	   r
   r   r   r   r   9  r   z!ElectraForMultipleChoice.__init__Nr   r   r   r   r   r  6  r   r  c                   @   r   )ElectraForPreTrainingr   c                 O   r   r   r	   r
   r   r   r   r   @  r   zElectraForPreTraining.__init__Nr   r   r   r   r   r  =  r   r  c                   @   r   )ElectraForQuestionAnsweringr   c                 O   r   r   r	   r
   r   r   r   r   G  r   z$ElectraForQuestionAnswering.__init__Nr   r   r   r   r   r  D  r   r  c                   @   r   ) ElectraForSequenceClassificationr   c                 O   r   r   r	   r
   r   r   r   r   N  r   z)ElectraForSequenceClassification.__init__Nr   r   r   r   r   r  K  r   r  c                   @   r   )ElectraForTokenClassificationr   c                 O   r   r   r	   r
   r   r   r   r   U  r   z&ElectraForTokenClassification.__init__Nr   r   r   r   r   r  R  r   r  c                   @   r   )ElectraModelr   c                 O   r   r   r	   r
   r   r   r   r   \  r   zElectraModel.__init__Nr   r   r   r   r   r  Y  r   r  c                   @   r   )ElectraPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r   c  r   zElectraPreTrainedModel.__init__Nr   r   r   r   r   r  `  r   r  c                  O   rQ   r   )r   load_tf_weights_in_electrarS   r   r   r   r  g  r   r  c                   @   r   )EncodecModelr   c                 O   r   r   r	   r
   r   r   r   r   q  r   zEncodecModel.__init__Nr   r   r   r   r   r  n  r   r  c                   @   r   )EncodecPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r   x  r   zEncodecPreTrainedModel.__init__Nr   r   r   r   r   r  u  r   r  c                   @   r   )EncoderDecoderModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zEncoderDecoderModel.__init__Nr   r   r   r   r   r  |  r   r  c                   @   r   )ErnieForCausalLMr   c                 O   r   r   r	   r
   r   r   r   r     r   zErnieForCausalLM.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )ErnieForMaskedLMr   c                 O   r   r   r	   r
   r   r   r   r     r   zErnieForMaskedLM.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )ErnieForMultipleChoicer   c                 O   r   r   r	   r
   r   r   r   r     r   zErnieForMultipleChoice.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )ErnieForNextSentencePredictionr   c                 O   r   r   r	   r
   r   r   r   r     r   z'ErnieForNextSentencePrediction.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )ErnieForPreTrainingr   c                 O   r   r   r	   r
   r   r   r   r     r   zErnieForPreTraining.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )ErnieForQuestionAnsweringr   c                 O   r   r   r	   r
   r   r   r   r     r   z"ErnieForQuestionAnswering.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )ErnieForSequenceClassificationr   c                 O   r   r   r	   r
   r   r   r   r     r   z'ErnieForSequenceClassification.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )ErnieForTokenClassificationr   c                 O   r   r   r	   r
   r   r   r   r     r   z$ErnieForTokenClassification.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )
ErnieModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zErnieModel.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )ErniePreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zErniePreTrainedModel.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )ErnieMForInformationExtractionr   c                 O   r   r   r	   r
   r   r   r   r     r   z'ErnieMForInformationExtraction.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )ErnieMForMultipleChoicer   c                 O   r   r   r	   r
   r   r   r   r     r   z ErnieMForMultipleChoice.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )ErnieMForQuestionAnsweringr   c                 O   r   r   r	   r
   r   r   r   r     r   z#ErnieMForQuestionAnswering.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )ErnieMForSequenceClassificationr   c                 O   r   r   r	   r
   r   r   r   r     r   z(ErnieMForSequenceClassification.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )ErnieMForTokenClassificationr   c                 O   r   r   r	   r
   r   r   r   r     r   z%ErnieMForTokenClassification.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )ErnieMModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zErnieMModel.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )ErnieMPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zErnieMPreTrainedModel.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )EsmFoldPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zEsmFoldPreTrainedModel.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )EsmForMaskedLMr   c                 O   r   r   r	   r
   r   r   r   r     r   zEsmForMaskedLM.__init__Nr   r   r   r   r   r  
  r   r  c                   @   r   )EsmForProteinFoldingr   c                 O   r   r   r	   r
   r   r   r   r     r   zEsmForProteinFolding.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )EsmForSequenceClassificationr   c                 O   r   r   r	   r
   r   r   r   r     r   z%EsmForSequenceClassification.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )EsmForTokenClassificationr   c                 O   r   r   r	   r
   r   r   r   r   "  r   z"EsmForTokenClassification.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )EsmModelr   c                 O   r   r   r	   r
   r   r   r   r   )  r   zEsmModel.__init__Nr   r   r   r   r   r  &  r   r  c                   @   r   )EsmPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r   0  r   zEsmPreTrainedModel.__init__Nr   r   r   r   r   r  -  r   r  c                   @   r   )FalconForCausalLMr   c                 O   r   r   r	   r
   r   r   r   r   :  r   zFalconForCausalLM.__init__Nr   r   r   r   r   r  7  r   r  c                   @   r   )FalconForQuestionAnsweringr   c                 O   r   r   r	   r
   r   r   r   r   A  r   z#FalconForQuestionAnswering.__init__Nr   r   r   r   r   r  >  r   r  c                   @   r   )FalconForSequenceClassificationr   c                 O   r   r   r	   r
   r   r   r   r   H  r   z(FalconForSequenceClassification.__init__Nr   r   r   r   r   r  E  r   r  c                   @   r   )FalconForTokenClassificationr   c                 O   r   r   r	   r
   r   r   r   r   O  r   z%FalconForTokenClassification.__init__Nr   r   r   r   r   r  L  r   r  c                   @   r   )FalconModelr   c                 O   r   r   r	   r
   r   r   r   r   V  r   zFalconModel.__init__Nr   r   r   r   r   r  S  r   r  c                   @   r   )FalconPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r   ]  r   zFalconPreTrainedModel.__init__Nr   r   r   r   r   r  Z  r   r  c                   @   r   )FlaubertForMultipleChoicer   c                 O   r   r   r	   r
   r   r   r   r   g  r   z"FlaubertForMultipleChoice.__init__Nr   r   r   r   r   r  d  r   r  c                   @   r   )FlaubertForQuestionAnsweringr   c                 O   r   r   r	   r
   r   r   r   r   n  r   z%FlaubertForQuestionAnswering.__init__Nr   r   r   r   r   r  k  r   r  c                   @   r   )"FlaubertForQuestionAnsweringSimpler   c                 O   r   r   r	   r
   r   r   r   r   u  r   z+FlaubertForQuestionAnsweringSimple.__init__Nr   r   r   r   r   r  r  r   r  c                   @   r   )!FlaubertForSequenceClassificationr   c                 O   r   r   r	   r
   r   r   r   r   |  r   z*FlaubertForSequenceClassification.__init__Nr   r   r   r   r   r  y  r   r  c                   @   r   )FlaubertForTokenClassificationr   c                 O   r   r   r	   r
   r   r   r   r     r   z'FlaubertForTokenClassification.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )FlaubertModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zFlaubertModel.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )FlaubertPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r     r   z FlaubertPreTrainedModel.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )FlaubertWithLMHeadModelr   c                 O   r   r   r	   r
   r   r   r   r     r   z FlaubertWithLMHeadModel.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )FlavaForPreTrainingr   c                 O   r   r   r	   r
   r   r   r   r     r   zFlavaForPreTraining.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )FlavaImageCodebookr   c                 O   r   r   r	   r
   r   r   r   r     r   zFlavaImageCodebook.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )FlavaImageModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zFlavaImageModel.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )
FlavaModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zFlavaModel.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )FlavaMultimodalModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zFlavaMultimodalModel.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )FlavaPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zFlavaPreTrainedModel.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )FlavaTextModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zFlavaTextModel.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )FNetForMaskedLMr   c                 O   r   r   r	   r
   r   r   r   r     r   zFNetForMaskedLM.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )FNetForMultipleChoicer   c                 O   r   r   r	   r
   r   r   r   r     r   zFNetForMultipleChoice.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )FNetForNextSentencePredictionr   c                 O   r   r   r	   r
   r   r   r   r     r   z&FNetForNextSentencePrediction.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )FNetForPreTrainingr   c                 O   r   r   r	   r
   r   r   r   r     r   zFNetForPreTraining.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )FNetForQuestionAnsweringr   c                 O   r   r   r	   r
   r   r   r   r     r   z!FNetForQuestionAnswering.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )FNetForSequenceClassificationr   c                 O   r   r   r	   r
   r   r   r   r     r   z&FNetForSequenceClassification.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )FNetForTokenClassificationr   c                 O   r   r   r	   r
   r   r   r   r      r   z#FNetForTokenClassification.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )	FNetLayerr   c                 O   r   r   r	   r
   r   r   r   r     r   zFNetLayer.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )	FNetModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zFNetModel.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )FNetPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zFNetPreTrainedModel.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )FocalNetBackboner   c                 O   r   r   r	   r
   r   r   r   r     r   zFocalNetBackbone.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )FocalNetForImageClassificationr   c                 O   r   r   r	   r
   r   r   r   r   &  r   z'FocalNetForImageClassification.__init__Nr   r   r   r   r   r  #  r   r  c                   @   r   )FocalNetForMaskedImageModelingr   c                 O   r   r   r	   r
   r   r   r   r   -  r   z'FocalNetForMaskedImageModeling.__init__Nr   r   r   r   r   r  *  r   r  c                   @   r   )FocalNetModelr   c                 O   r   r   r	   r
   r   r   r   r   4  r   zFocalNetModel.__init__Nr   r   r   r   r   r  1  r   r  c                   @   r   )FocalNetPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r   ;  r   z FocalNetPreTrainedModel.__init__Nr   r   r   r   r   r  8  r   r  c                   @   r   )FSMTForConditionalGenerationr   c                 O   r   r   r	   r
   r   r   r   r   B  r   z%FSMTForConditionalGeneration.__init__Nr   r   r   r   r   r  ?  r   r  c                   @   r   )	FSMTModelr   c                 O   r   r   r	   r
   r   r   r   r   I  r   zFSMTModel.__init__Nr   r   r   r   r   r  F  r   r  c                   @   r   )PretrainedFSMTModelr   c                 O   r   r   r	   r
   r   r   r   r   P  r   zPretrainedFSMTModel.__init__Nr   r   r   r   r   r  M  r   r  c                   @   r   )FunnelBaseModelr   c                 O   r   r   r	   r
   r   r   r   r   Z  r   zFunnelBaseModel.__init__Nr   r   r   r   r   r  W  r   r  c                   @   r   )FunnelForMaskedLMr   c                 O   r   r   r	   r
   r   r   r   r   a  r   zFunnelForMaskedLM.__init__Nr   r   r   r   r   r  ^  r   r  c                   @   r   )FunnelForMultipleChoicer   c                 O   r   r   r	   r
   r   r   r   r   h  r   z FunnelForMultipleChoice.__init__Nr   r   r   r   r   r  e  r   r  c                   @   r   )FunnelForPreTrainingr   c                 O   r   r   r	   r
   r   r   r   r   o  r   zFunnelForPreTraining.__init__Nr   r   r   r   r   r  l  r   r  c                   @   r   )FunnelForQuestionAnsweringr   c                 O   r   r   r	   r
   r   r   r   r   v  r   z#FunnelForQuestionAnswering.__init__Nr   r   r   r   r   r  s  r   r  c                   @   r   )FunnelForSequenceClassificationr   c                 O   r   r   r	   r
   r   r   r   r   }  r   z(FunnelForSequenceClassification.__init__Nr   r   r   r   r   r  z  r   r  c                   @   r   )FunnelForTokenClassificationr   c                 O   r   r   r	   r
   r   r   r   r     r   z%FunnelForTokenClassification.__init__Nr   r   r   r   r   r     r   r   c                   @   r   )FunnelModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zFunnelModel.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )FunnelPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zFunnelPreTrainedModel.__init__Nr   r   r   r   r   r    r   r  c                  O   rQ   r   )r   load_tf_weights_in_funnelrS   r   r   r   r    r   r  c                   @   r   )FuyuForCausalLMr   c                 O   r   r   r	   r
   r   r   r   r     r   zFuyuForCausalLM.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )FuyuPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zFuyuPreTrainedModel.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )GitForCausalLMr   c                 O   r   r   r	   r
   r   r   r   r     r   zGitForCausalLM.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )GitModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zGitModel.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )GitPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zGitPreTrainedModel.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )GitVisionModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zGitVisionModel.__init__Nr   r   r   r   r   r	    r   r	  c                   @   r   )GLPNForDepthEstimationr   c                 O   r   r   r	   r
   r   r   r   r     r   zGLPNForDepthEstimation.__init__Nr   r   r   r   r   r
    r   r
  c                   @   r   )	GLPNModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zGLPNModel.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )GLPNPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zGLPNPreTrainedModel.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )GPT2DoubleHeadsModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zGPT2DoubleHeadsModel.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )GPT2ForQuestionAnsweringr   c                 O   r   r   r	   r
   r   r   r   r     r   z!GPT2ForQuestionAnswering.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )GPT2ForSequenceClassificationr   c                 O   r   r   r	   r
   r   r   r   r     r   z&GPT2ForSequenceClassification.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )GPT2ForTokenClassificationr   c                 O   r   r   r	   r
   r   r   r   r     r   z#GPT2ForTokenClassification.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )GPT2LMHeadModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zGPT2LMHeadModel.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )	GPT2Modelr   c                 O   r   r   r	   r
   r   r   r   r     r   zGPT2Model.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )GPT2PreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zGPT2PreTrainedModel.__init__Nr   r   r   r   r   r    r   r  c                  O   rQ   r   )r   load_tf_weights_in_gpt2rS   r   r   r   r    r   r  c                   @   r   )GPTBigCodeForCausalLMr   c                 O   r   r   r	   r
   r   r   r   r     r   zGPTBigCodeForCausalLM.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )#GPTBigCodeForSequenceClassificationr   c                 O   r   r   r	   r
   r   r   r   r   $  r   z,GPTBigCodeForSequenceClassification.__init__Nr   r   r   r   r   r  !  r   r  c                   @   r   ) GPTBigCodeForTokenClassificationr   c                 O   r   r   r	   r
   r   r   r   r   +  r   z)GPTBigCodeForTokenClassification.__init__Nr   r   r   r   r   r  (  r   r  c                   @   r   )GPTBigCodeModelr   c                 O   r   r   r	   r
   r   r   r   r   2  r   zGPTBigCodeModel.__init__Nr   r   r   r   r   r  /  r   r  c                   @   r   )GPTBigCodePreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r   9  r   z"GPTBigCodePreTrainedModel.__init__Nr   r   r   r   r   r  6  r   r  c                   @   r   )GPTNeoForCausalLMr   c                 O   r   r   r	   r
   r   r   r   r   C  r   zGPTNeoForCausalLM.__init__Nr   r   r   r   r   r  @  r   r  c                   @   r   )GPTNeoForQuestionAnsweringr   c                 O   r   r   r	   r
   r   r   r   r   J  r   z#GPTNeoForQuestionAnswering.__init__Nr   r   r   r   r   r  G  r   r  c                   @   r   )GPTNeoForSequenceClassificationr   c                 O   r   r   r	   r
   r   r   r   r   Q  r   z(GPTNeoForSequenceClassification.__init__Nr   r   r   r   r   r  N  r   r  c                   @   r   )GPTNeoForTokenClassificationr   c                 O   r   r   r	   r
   r   r   r   r   X  r   z%GPTNeoForTokenClassification.__init__Nr   r   r   r   r   r  U  r   r  c                   @   r   )GPTNeoModelr   c                 O   r   r   r	   r
   r   r   r   r   _  r   zGPTNeoModel.__init__Nr   r   r   r   r   r  \  r   r  c                   @   r   )GPTNeoPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r   f  r   zGPTNeoPreTrainedModel.__init__Nr   r   r   r   r   r  c  r   r  c                  O   rQ   r   )r   load_tf_weights_in_gpt_neorS   r   r   r   r   j  r   r   c                   @   r   )GPTNeoXForCausalLMr   c                 O   r   r   r	   r
   r   r   r   r   t  r   zGPTNeoXForCausalLM.__init__Nr   r   r   r   r   r!  q  r   r!  c                   @   r   )GPTNeoXForQuestionAnsweringr   c                 O   r   r   r	   r
   r   r   r   r   {  r   z$GPTNeoXForQuestionAnswering.__init__Nr   r   r   r   r   r"  x  r   r"  c                   @   r   ) GPTNeoXForSequenceClassificationr   c                 O   r   r   r	   r
   r   r   r   r     r   z)GPTNeoXForSequenceClassification.__init__Nr   r   r   r   r   r#    r   r#  c                   @   r   )GPTNeoXForTokenClassificationr   c                 O   r   r   r	   r
   r   r   r   r     r   z&GPTNeoXForTokenClassification.__init__Nr   r   r   r   r   r$    r   r$  c                   @   r   )GPTNeoXLayerr   c                 O   r   r   r	   r
   r   r   r   r     r   zGPTNeoXLayer.__init__Nr   r   r   r   r   r%    r   r%  c                   @   r   )GPTNeoXModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zGPTNeoXModel.__init__Nr   r   r   r   r   r&    r   r&  c                   @   r   )GPTNeoXPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zGPTNeoXPreTrainedModel.__init__Nr   r   r   r   r   r'    r   r'  c                   @   r   )GPTNeoXJapaneseForCausalLMr   c                 O   r   r   r	   r
   r   r   r   r     r   z#GPTNeoXJapaneseForCausalLM.__init__Nr   r   r   r   r   r(    r   r(  c                   @   r   )GPTNeoXJapaneseLayerr   c                 O   r   r   r	   r
   r   r   r   r     r   zGPTNeoXJapaneseLayer.__init__Nr   r   r   r   r   r)    r   r)  c                   @   r   )GPTNeoXJapaneseModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zGPTNeoXJapaneseModel.__init__Nr   r   r   r   r   r*    r   r*  c                   @   r   )GPTNeoXJapanesePreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r     r   z'GPTNeoXJapanesePreTrainedModel.__init__Nr   r   r   r   r   r+    r   r+  c                   @   r   )GPTJForCausalLMr   c                 O   r   r   r	   r
   r   r   r   r     r   zGPTJForCausalLM.__init__Nr   r   r   r   r   r,    r   r,  c                   @   r   )GPTJForQuestionAnsweringr   c                 O   r   r   r	   r
   r   r   r   r     r   z!GPTJForQuestionAnswering.__init__Nr   r   r   r   r   r-    r   r-  c                   @   r   )GPTJForSequenceClassificationr   c                 O   r   r   r	   r
   r   r   r   r     r   z&GPTJForSequenceClassification.__init__Nr   r   r   r   r   r.    r   r.  c                   @   r   )	GPTJModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zGPTJModel.__init__Nr   r   r   r   r   r/    r   r/  c                   @   r   )GPTJPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zGPTJPreTrainedModel.__init__Nr   r   r   r   r   r0    r   r0  c                   @   r   )&GPTSanJapaneseForConditionalGenerationr   c                 O   r   r   r	   r
   r   r   r   r     r   z/GPTSanJapaneseForConditionalGeneration.__init__Nr   r   r   r   r   r1    r   r1  c                   @   r   )GPTSanJapaneseModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zGPTSanJapaneseModel.__init__Nr   r   r   r   r   r2    r   r2  c                   @   r   )GPTSanJapanesePreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r     r   z&GPTSanJapanesePreTrainedModel.__init__Nr   r   r   r   r   r3    r   r3  c                   @   r   ) GraphormerForGraphClassificationr   c                 O   r   r   r	   r
   r   r   r   r     r   z)GraphormerForGraphClassification.__init__Nr   r   r   r   r   r4    r   r4  c                   @   r   )GraphormerModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zGraphormerModel.__init__Nr   r   r   r   r   r5  	  r   r5  c                   @   r   )GraphormerPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r     r   z"GraphormerPreTrainedModel.__init__Nr   r   r   r   r   r6    r   r6  c                   @   r   )GroupViTModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zGroupViTModel.__init__Nr   r   r   r   r   r7    r   r7  c                   @   r   )GroupViTPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r   $  r   z GroupViTPreTrainedModel.__init__Nr   r   r   r   r   r8  !  r   r8  c                   @   r   )GroupViTTextModelr   c                 O   r   r   r	   r
   r   r   r   r   +  r   zGroupViTTextModel.__init__Nr   r   r   r   r   r9  (  r   r9  c                   @   r   )GroupViTVisionModelr   c                 O   r   r   r	   r
   r   r   r   r   2  r   zGroupViTVisionModel.__init__Nr   r   r   r   r   r:  /  r   r:  c                   @   r   )HubertForCTCr   c                 O   r   r   r	   r
   r   r   r   r   <  r   zHubertForCTC.__init__Nr   r   r   r   r   r;  9  r   r;  c                   @   r   )HubertForSequenceClassificationr   c                 O   r   r   r	   r
   r   r   r   r   C  r   z(HubertForSequenceClassification.__init__Nr   r   r   r   r   r<  @  r   r<  c                   @   r   )HubertModelr   c                 O   r   r   r	   r
   r   r   r   r   J  r   zHubertModel.__init__Nr   r   r   r   r   r=  G  r   r=  c                   @   r   )HubertPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r   Q  r   zHubertPreTrainedModel.__init__Nr   r   r   r   r   r>  N  r   r>  c                   @   r   )IBertForMaskedLMr   c                 O   r   r   r	   r
   r   r   r   r   [  r   zIBertForMaskedLM.__init__Nr   r   r   r   r   r?  X  r   r?  c                   @   r   )IBertForMultipleChoicer   c                 O   r   r   r	   r
   r   r   r   r   b  r   zIBertForMultipleChoice.__init__Nr   r   r   r   r   r@  _  r   r@  c                   @   r   )IBertForQuestionAnsweringr   c                 O   r   r   r	   r
   r   r   r   r   i  r   z"IBertForQuestionAnswering.__init__Nr   r   r   r   r   rA  f  r   rA  c                   @   r   )IBertForSequenceClassificationr   c                 O   r   r   r	   r
   r   r   r   r   p  r   z'IBertForSequenceClassification.__init__Nr   r   r   r   r   rB  m  r   rB  c                   @   r   )IBertForTokenClassificationr   c                 O   r   r   r	   r
   r   r   r   r   w  r   z$IBertForTokenClassification.__init__Nr   r   r   r   r   rC  t  r   rC  c                   @   r   )
IBertModelr   c                 O   r   r   r	   r
   r   r   r   r   ~  r   zIBertModel.__init__Nr   r   r   r   r   rD  {  r   rD  c                   @   r   )IBertPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zIBertPreTrainedModel.__init__Nr   r   r   r   r   rE    r   rE  c                   @   r   )IdeficsForVisionText2Textr   c                 O   r   r   r	   r
   r   r   r   r     r   z"IdeficsForVisionText2Text.__init__Nr   r   r   r   r   rF    r   rF  c                   @   r   )IdeficsModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zIdeficsModel.__init__Nr   r   r   r   r   rG    r   rG  c                   @   r   )IdeficsPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zIdeficsPreTrainedModel.__init__Nr   r   r   r   r   rH    r   rH  c                   @   r   )IdeficsProcessorr   c                 O   r   r   r	   r
   r   r   r   r     r   zIdeficsProcessor.__init__Nr   r   r   r   r   rI    r   rI  c                   @   r   )ImageGPTForCausalImageModelingr   c                 O   r   r   r	   r
   r   r   r   r     r   z'ImageGPTForCausalImageModeling.__init__Nr   r   r   r   r   rJ    r   rJ  c                   @   r   )ImageGPTForImageClassificationr   c                 O   r   r   r	   r
   r   r   r   r     r   z'ImageGPTForImageClassification.__init__Nr   r   r   r   r   rK    r   rK  c                   @   r   )ImageGPTModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zImageGPTModel.__init__Nr   r   r   r   r   rL    r   rL  c                   @   r   )ImageGPTPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r     r   z ImageGPTPreTrainedModel.__init__Nr   r   r   r   r   rM    r   rM  c                  O   rQ   r   )r   load_tf_weights_in_imagegptrS   r   r   r   rN    r   rN  c                   @   r   )InformerForPredictionr   c                 O   r   r   r	   r
   r   r   r   r     r   zInformerForPrediction.__init__Nr   r   r   r   r   rO    r   rO  c                   @   r   )InformerModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zInformerModel.__init__Nr   r   r   r   r   rP    r   rP  c                   @   r   )InformerPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r     r   z InformerPreTrainedModel.__init__Nr   r   r   r   r   rQ    r   rQ  c                   @   r   )$InstructBlipForConditionalGenerationr   c                 O   r   r   r	   r
   r   r   r   r     r   z-InstructBlipForConditionalGeneration.__init__Nr   r   r   r   r   rR    r   rR  c                   @   r   )InstructBlipPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r     r   z$InstructBlipPreTrainedModel.__init__Nr   r   r   r   r   rS    r   rS  c                   @   r   )InstructBlipQFormerModelr   c                 O   r   r   r	   r
   r   r   r   r     r   z!InstructBlipQFormerModel.__init__Nr   r   r   r   r   rT    r   rT  c                   @   r   )InstructBlipVisionModelr   c                 O   r   r   r	   r
   r   r   r   r     r   z InstructBlipVisionModel.__init__Nr   r   r   r   r   rU    r   rU  c                   @   r   )JukeboxModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zJukeboxModel.__init__Nr   r   r   r   r   rV    r   rV  c                   @   r   )JukeboxPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zJukeboxPreTrainedModel.__init__Nr   r   r   r   r   rW    r   rW  c                   @   r   )JukeboxPriorr   c                 O   r   r   r	   r
   r   r   r   r     r   zJukeboxPrior.__init__Nr   r   r   r   r   rX    r   rX  c                   @   r   )JukeboxVQVAEr   c                 O   r   r   r	   r
   r   r   r   r     r   zJukeboxVQVAE.__init__Nr   r   r   r   r   rY    r   rY  c                   @   r   )Kosmos2ForConditionalGenerationr   c                 O   r   r   r	   r
   r   r   r   r   '  r   z(Kosmos2ForConditionalGeneration.__init__Nr   r   r   r   r   rZ  $  r   rZ  c                   @   r   )Kosmos2Modelr   c                 O   r   r   r	   r
   r   r   r   r   .  r   zKosmos2Model.__init__Nr   r   r   r   r   r[  +  r   r[  c                   @   r   )Kosmos2PreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r   5  r   zKosmos2PreTrainedModel.__init__Nr   r   r   r   r   r\  2  r   r\  c                   @   r   )LayoutLMForMaskedLMr   c                 O   r   r   r	   r
   r   r   r   r   ?  r   zLayoutLMForMaskedLM.__init__Nr   r   r   r   r   r]  <  r   r]  c                   @   r   )LayoutLMForQuestionAnsweringr   c                 O   r   r   r	   r
   r   r   r   r   F  r   z%LayoutLMForQuestionAnswering.__init__Nr   r   r   r   r   r^  C  r   r^  c                   @   r   )!LayoutLMForSequenceClassificationr   c                 O   r   r   r	   r
   r   r   r   r   M  r   z*LayoutLMForSequenceClassification.__init__Nr   r   r   r   r   r_  J  r   r_  c                   @   r   )LayoutLMForTokenClassificationr   c                 O   r   r   r	   r
   r   r   r   r   T  r   z'LayoutLMForTokenClassification.__init__Nr   r   r   r   r   r`  Q  r   r`  c                   @   r   )LayoutLMModelr   c                 O   r   r   r	   r
   r   r   r   r   [  r   zLayoutLMModel.__init__Nr   r   r   r   r   ra  X  r   ra  c                   @   r   )LayoutLMPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r   b  r   z LayoutLMPreTrainedModel.__init__Nr   r   r   r   r   rb  _  r   rb  c                   @   r   )LayoutLMv2ForQuestionAnsweringr   c                 O   r   r   r	   r
   r   r   r   r   l  r   z'LayoutLMv2ForQuestionAnswering.__init__Nr   r   r   r   r   rc  i  r   rc  c                   @   r   )#LayoutLMv2ForSequenceClassificationr   c                 O   r   r   r	   r
   r   r   r   r   s  r   z,LayoutLMv2ForSequenceClassification.__init__Nr   r   r   r   r   rd  p  r   rd  c                   @   r   ) LayoutLMv2ForTokenClassificationr   c                 O   r   r   r	   r
   r   r   r   r   z  r   z)LayoutLMv2ForTokenClassification.__init__Nr   r   r   r   r   re  w  r   re  c                   @   r   )LayoutLMv2Modelr   c                 O   r   r   r	   r
   r   r   r   r     r   zLayoutLMv2Model.__init__Nr   r   r   r   r   rf  ~  r   rf  c                   @   r   )LayoutLMv2PreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r     r   z"LayoutLMv2PreTrainedModel.__init__Nr   r   r   r   r   rg    r   rg  c                   @   r   )LayoutLMv3ForQuestionAnsweringr   c                 O   r   r   r	   r
   r   r   r   r     r   z'LayoutLMv3ForQuestionAnswering.__init__Nr   r   r   r   r   rh    r   rh  c                   @   r   )#LayoutLMv3ForSequenceClassificationr   c                 O   r   r   r	   r
   r   r   r   r     r   z,LayoutLMv3ForSequenceClassification.__init__Nr   r   r   r   r   ri    r   ri  c                   @   r   ) LayoutLMv3ForTokenClassificationr   c                 O   r   r   r	   r
   r   r   r   r     r   z)LayoutLMv3ForTokenClassification.__init__Nr   r   r   r   r   rj    r   rj  c                   @   r   )LayoutLMv3Modelr   c                 O   r   r   r	   r
   r   r   r   r     r   zLayoutLMv3Model.__init__Nr   r   r   r   r   rk    r   rk  c                   @   r   )LayoutLMv3PreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r     r   z"LayoutLMv3PreTrainedModel.__init__Nr   r   r   r   r   rl    r   rl  c                   @   r   )LEDForConditionalGenerationr   c                 O   r   r   r	   r
   r   r   r   r     r   z$LEDForConditionalGeneration.__init__Nr   r   r   r   r   rm    r   rm  c                   @   r   )LEDForQuestionAnsweringr   c                 O   r   r   r	   r
   r   r   r   r     r   z LEDForQuestionAnswering.__init__Nr   r   r   r   r   rn    r   rn  c                   @   r   )LEDForSequenceClassificationr   c                 O   r   r   r	   r
   r   r   r   r     r   z%LEDForSequenceClassification.__init__Nr   r   r   r   r   ro    r   ro  c                   @   r   )LEDModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zLEDModel.__init__Nr   r   r   r   r   rp    r   rp  c                   @   r   )LEDPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zLEDPreTrainedModel.__init__Nr   r   r   r   r   rq    r   rq  c                   @   r   )LevitForImageClassificationr   c                 O   r   r   r	   r
   r   r   r   r     r   z$LevitForImageClassification.__init__Nr   r   r   r   r   rr    r   rr  c                   @   r   )&LevitForImageClassificationWithTeacherr   c                 O   r   r   r	   r
   r   r   r   r     r   z/LevitForImageClassificationWithTeacher.__init__Nr   r   r   r   r   rs    r   rs  c                   @   r   )
LevitModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zLevitModel.__init__Nr   r   r   r   r   rt    r   rt  c                   @   r   )LevitPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zLevitPreTrainedModel.__init__Nr   r   r   r   r   ru    r   ru  c                   @   r   )LiltForQuestionAnsweringr   c                 O   r   r   r	   r
   r   r   r   r     r   z!LiltForQuestionAnswering.__init__Nr   r   r   r   r   rv    r   rv  c                   @   r   )LiltForSequenceClassificationr   c                 O   r   r   r	   r
   r   r   r   r     r   z&LiltForSequenceClassification.__init__Nr   r   r   r   r   rw    r   rw  c                   @   r   )LiltForTokenClassificationr   c                 O   r   r   r	   r
   r   r   r   r     r   z#LiltForTokenClassification.__init__Nr   r   r   r   r   rx    r   rx  c                   @   r   )	LiltModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zLiltModel.__init__Nr   r   r   r   r   ry    r   ry  c                   @   r   )LiltPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zLiltPreTrainedModel.__init__Nr   r   r   r   r   rz    r   rz  c                   @   r   )LlamaForCausalLMr   c                 O   r   r   r	   r
   r   r   r   r      r   zLlamaForCausalLM.__init__Nr   r   r   r   r   r{    r   r{  c                   @   r   )LlamaForSequenceClassificationr   c                 O   r   r   r	   r
   r   r   r   r   '  r   z'LlamaForSequenceClassification.__init__Nr   r   r   r   r   r|  $  r   r|  c                   @   r   )
LlamaModelr   c                 O   r   r   r	   r
   r   r   r   r   .  r   zLlamaModel.__init__Nr   r   r   r   r   r}  +  r   r}  c                   @   r   )LlamaPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r   5  r   zLlamaPreTrainedModel.__init__Nr   r   r   r   r   r~  2  r   r~  c                   @   r   )LlavaForConditionalGenerationr   c                 O   r   r   r	   r
   r   r   r   r   ?  r   z&LlavaForConditionalGeneration.__init__Nr   r   r   r   r   r  <  r   r  c                   @   r   )LlavaPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r   F  r   zLlavaPreTrainedModel.__init__Nr   r   r   r   r   r  C  r   r  c                   @   r   )LlavaProcessorr   c                 O   r   r   r	   r
   r   r   r   r   M  r   zLlavaProcessor.__init__Nr   r   r   r   r   r  J  r   r  c                   @   r   )LongformerForMaskedLMr   c                 O   r   r   r	   r
   r   r   r   r   W  r   zLongformerForMaskedLM.__init__Nr   r   r   r   r   r  T  r   r  c                   @   r   )LongformerForMultipleChoicer   c                 O   r   r   r	   r
   r   r   r   r   ^  r   z$LongformerForMultipleChoice.__init__Nr   r   r   r   r   r  [  r   r  c                   @   r   )LongformerForQuestionAnsweringr   c                 O   r   r   r	   r
   r   r   r   r   e  r   z'LongformerForQuestionAnswering.__init__Nr   r   r   r   r   r  b  r   r  c                   @   r   )#LongformerForSequenceClassificationr   c                 O   r   r   r	   r
   r   r   r   r   l  r   z,LongformerForSequenceClassification.__init__Nr   r   r   r   r   r  i  r   r  c                   @   r   ) LongformerForTokenClassificationr   c                 O   r   r   r	   r
   r   r   r   r   s  r   z)LongformerForTokenClassification.__init__Nr   r   r   r   r   r  p  r   r  c                   @   r   )LongformerModelr   c                 O   r   r   r	   r
   r   r   r   r   z  r   zLongformerModel.__init__Nr   r   r   r   r   r  w  r   r  c                   @   r   )LongformerPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r     r   z"LongformerPreTrainedModel.__init__Nr   r   r   r   r   r  ~  r   r  c                   @   r   )LongformerSelfAttentionr   c                 O   r   r   r	   r
   r   r   r   r     r   z LongformerSelfAttention.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )LongT5EncoderModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zLongT5EncoderModel.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )LongT5ForConditionalGenerationr   c                 O   r   r   r	   r
   r   r   r   r     r   z'LongT5ForConditionalGeneration.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )LongT5Modelr   c                 O   r   r   r	   r
   r   r   r   r     r   zLongT5Model.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )LongT5PreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zLongT5PreTrainedModel.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )LukeForEntityClassificationr   c                 O   r   r   r	   r
   r   r   r   r     r   z$LukeForEntityClassification.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )LukeForEntityPairClassificationr   c                 O   r   r   r	   r
   r   r   r   r     r   z(LukeForEntityPairClassification.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )LukeForEntitySpanClassificationr   c                 O   r   r   r	   r
   r   r   r   r     r   z(LukeForEntitySpanClassification.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )LukeForMaskedLMr   c                 O   r   r   r	   r
   r   r   r   r     r   zLukeForMaskedLM.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )LukeForMultipleChoicer   c                 O   r   r   r	   r
   r   r   r   r     r   zLukeForMultipleChoice.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )LukeForQuestionAnsweringr   c                 O   r   r   r	   r
   r   r   r   r     r   z!LukeForQuestionAnswering.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )LukeForSequenceClassificationr   c                 O   r   r   r	   r
   r   r   r   r     r   z&LukeForSequenceClassification.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )LukeForTokenClassificationr   c                 O   r   r   r	   r
   r   r   r   r     r   z#LukeForTokenClassification.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )	LukeModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zLukeModel.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )LukePreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zLukePreTrainedModel.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )LxmertEncoderr   c                 O   r   r   r	   r
   r   r   r   r     r   zLxmertEncoder.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )LxmertForPreTrainingr   c                 O   r   r   r	   r
   r   r   r   r     r   zLxmertForPreTraining.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )LxmertForQuestionAnsweringr   c                 O   r   r   r	   r
   r   r   r   r     r   z#LxmertForQuestionAnswering.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )LxmertModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zLxmertModel.__init__Nr   r   r   r   r   r  	  r   r  c                   @   r   )LxmertPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zLxmertPreTrainedModel.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )LxmertVisualFeatureEncoderr   c                 O   r   r   r	   r
   r   r   r   r     r   z#LxmertVisualFeatureEncoder.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )LxmertXLayerr   c                 O   r   r   r	   r
   r   r   r   r   !  r   zLxmertXLayer.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )M2M100ForConditionalGenerationr   c                 O   r   r   r	   r
   r   r   r   r   +  r   z'M2M100ForConditionalGeneration.__init__Nr   r   r   r   r   r  (  r   r  c                   @   r   )M2M100Modelr   c                 O   r   r   r	   r
   r   r   r   r   2  r   zM2M100Model.__init__Nr   r   r   r   r   r  /  r   r  c                   @   r   )M2M100PreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r   9  r   zM2M100PreTrainedModel.__init__Nr   r   r   r   r   r  6  r   r  c                   @   r   )MarianForCausalLMr   c                 O   r   r   r	   r
   r   r   r   r   @  r   zMarianForCausalLM.__init__Nr   r   r   r   r   r  =  r   r  c                   @   r   )MarianModelr   c                 O   r   r   r	   r
   r   r   r   r   G  r   zMarianModel.__init__Nr   r   r   r   r   r  D  r   r  c                   @   r   )MarianMTModelr   c                 O   r   r   r	   r
   r   r   r   r   N  r   zMarianMTModel.__init__Nr   r   r   r   r   r  K  r   r  c                   @   r   )MarkupLMForQuestionAnsweringr   c                 O   r   r   r	   r
   r   r   r   r   X  r   z%MarkupLMForQuestionAnswering.__init__Nr   r   r   r   r   r  U  r   r  c                   @   r   )!MarkupLMForSequenceClassificationr   c                 O   r   r   r	   r
   r   r   r   r   _  r   z*MarkupLMForSequenceClassification.__init__Nr   r   r   r   r   r  \  r   r  c                   @   r   )MarkupLMForTokenClassificationr   c                 O   r   r   r	   r
   r   r   r   r   f  r   z'MarkupLMForTokenClassification.__init__Nr   r   r   r   r   r  c  r   r  c                   @   r   )MarkupLMModelr   c                 O   r   r   r	   r
   r   r   r   r   m  r   zMarkupLMModel.__init__Nr   r   r   r   r   r  j  r   r  c                   @   r   )MarkupLMPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r   t  r   z MarkupLMPreTrainedModel.__init__Nr   r   r   r   r   r  q  r   r  c                   @   r   )#Mask2FormerForUniversalSegmentationr   c                 O   r   r   r	   r
   r   r   r   r   ~  r   z,Mask2FormerForUniversalSegmentation.__init__Nr   r   r   r   r   r  {  r   r  c                   @   r   )Mask2FormerModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zMask2FormerModel.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )Mask2FormerPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r     r   z#Mask2FormerPreTrainedModel.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )!MaskFormerForInstanceSegmentationr   c                 O   r   r   r	   r
   r   r   r   r     r   z*MaskFormerForInstanceSegmentation.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )MaskFormerModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zMaskFormerModel.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )MaskFormerPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r     r   z"MaskFormerPreTrainedModel.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )MaskFormerSwinBackboner   c                 O   r   r   r	   r
   r   r   r   r     r   zMaskFormerSwinBackbone.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )MBartForCausalLMr   c                 O   r   r   r	   r
   r   r   r   r     r   zMBartForCausalLM.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )MBartForConditionalGenerationr   c                 O   r   r   r	   r
   r   r   r   r     r   z&MBartForConditionalGeneration.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )MBartForQuestionAnsweringr   c                 O   r   r   r	   r
   r   r   r   r     r   z"MBartForQuestionAnswering.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )MBartForSequenceClassificationr   c                 O   r   r   r	   r
   r   r   r   r     r   z'MBartForSequenceClassification.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )
MBartModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zMBartModel.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )MBartPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zMBartPreTrainedModel.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )MegaForCausalLMr   c                 O   r   r   r	   r
   r   r   r   r     r   zMegaForCausalLM.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )MegaForMaskedLMr   c                 O   r   r   r	   r
   r   r   r   r     r   zMegaForMaskedLM.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )MegaForMultipleChoicer   c                 O   r   r   r	   r
   r   r   r   r     r   zMegaForMultipleChoice.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )MegaForQuestionAnsweringr   c                 O   r   r   r	   r
   r   r   r   r     r   z!MegaForQuestionAnswering.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )MegaForSequenceClassificationr   c                 O   r   r   r	   r
   r   r   r   r     r   z&MegaForSequenceClassification.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )MegaForTokenClassificationr   c                 O   r   r   r	   r
   r   r   r   r     r   z#MegaForTokenClassification.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )	MegaModelr   c                 O   r   r   r	   r
   r   r   r   r   	  r   zMegaModel.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )MegaPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zMegaPreTrainedModel.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )MegatronBertForCausalLMr   c                 O   r   r   r	   r
   r   r   r   r     r   z MegatronBertForCausalLM.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )MegatronBertForMaskedLMr   c                 O   r   r   r	   r
   r   r   r   r   !  r   z MegatronBertForMaskedLM.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )MegatronBertForMultipleChoicer   c                 O   r   r   r	   r
   r   r   r   r   (  r   z&MegatronBertForMultipleChoice.__init__Nr   r   r   r   r   r  %  r   r  c                   @   r   )%MegatronBertForNextSentencePredictionr   c                 O   r   r   r	   r
   r   r   r   r   /  r   z.MegatronBertForNextSentencePrediction.__init__Nr   r   r   r   r   r  ,  r   r  c                   @   r   )MegatronBertForPreTrainingr   c                 O   r   r   r	   r
   r   r   r   r   6  r   z#MegatronBertForPreTraining.__init__Nr   r   r   r   r   r  3  r   r  c                   @   r   ) MegatronBertForQuestionAnsweringr   c                 O   r   r   r	   r
   r   r   r   r   =  r   z)MegatronBertForQuestionAnswering.__init__Nr   r   r   r   r   r  :  r   r  c                   @   r   )%MegatronBertForSequenceClassificationr   c                 O   r   r   r	   r
   r   r   r   r   D  r   z.MegatronBertForSequenceClassification.__init__Nr   r   r   r   r   r  A  r   r  c                   @   r   )"MegatronBertForTokenClassificationr   c                 O   r   r   r	   r
   r   r   r   r   K  r   z+MegatronBertForTokenClassification.__init__Nr   r   r   r   r   r  H  r   r  c                   @   r   )MegatronBertModelr   c                 O   r   r   r	   r
   r   r   r   r   R  r   zMegatronBertModel.__init__Nr   r   r   r   r   r  O  r   r  c                   @   r   )MegatronBertPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r   Y  r   z$MegatronBertPreTrainedModel.__init__Nr   r   r   r   r   r  V  r   r  c                   @   r   )MgpstrForSceneTextRecognitionr   c                 O   r   r   r	   r
   r   r   r   r   c  r   z&MgpstrForSceneTextRecognition.__init__Nr   r   r   r   r   r  `  r   r  c                   @   r   )MgpstrModelr   c                 O   r   r   r	   r
   r   r   r   r   j  r   zMgpstrModel.__init__Nr   r   r   r   r   r  g  r   r  c                   @   r   )MgpstrPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r   q  r   zMgpstrPreTrainedModel.__init__Nr   r   r   r   r   r  n  r   r  c                   @   r   )MistralForCausalLMr   c                 O   r   r   r	   r
   r   r   r   r   x  r   zMistralForCausalLM.__init__Nr   r   r   r   r   r  u  r   r  c                   @   r   ) MistralForSequenceClassificationr   c                 O   r   r   r	   r
   r   r   r   r     r   z)MistralForSequenceClassification.__init__Nr   r   r   r   r   r  |  r   r  c                   @   r   )MistralModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zMistralModel.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )MistralPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zMistralPreTrainedModel.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )MixtralForCausalLMr   c                 O   r   r   r	   r
   r   r   r   r     r   zMixtralForCausalLM.__init__Nr   r   r   r   r   r    r   r  c                   @   r   ) MixtralForSequenceClassificationr   c                 O   r   r   r	   r
   r   r   r   r     r   z)MixtralForSequenceClassification.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )MixtralModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zMixtralModel.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )MixtralPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zMixtralPreTrainedModel.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )MobileBertForMaskedLMr   c                 O   r   r   r	   r
   r   r   r   r     r   zMobileBertForMaskedLM.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )MobileBertForMultipleChoicer   c                 O   r   r   r	   r
   r   r   r   r     r   z$MobileBertForMultipleChoice.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )#MobileBertForNextSentencePredictionr   c                 O   r   r   r	   r
   r   r   r   r     r   z,MobileBertForNextSentencePrediction.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )MobileBertForPreTrainingr   c                 O   r   r   r	   r
   r   r   r   r     r   z!MobileBertForPreTraining.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )MobileBertForQuestionAnsweringr   c                 O   r   r   r	   r
   r   r   r   r     r   z'MobileBertForQuestionAnswering.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )#MobileBertForSequenceClassificationr   c                 O   r   r   r	   r
   r   r   r   r     r   z,MobileBertForSequenceClassification.__init__Nr   r   r   r   r   r    r   r  c                   @   r   ) MobileBertForTokenClassificationr   c                 O   r   r   r	   r
   r   r   r   r     r   z)MobileBertForTokenClassification.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )MobileBertLayerr   c                 O   r   r   r	   r
   r   r   r   r     r   zMobileBertLayer.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )MobileBertModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zMobileBertModel.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )MobileBertPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r     r   z"MobileBertPreTrainedModel.__init__Nr   r   r   r   r   r    r   r  c                  O   rQ   r   )r   load_tf_weights_in_mobilebertrS   r   r   r   r    r   r  c                   @   r   )!MobileNetV1ForImageClassificationr   c                 O   r   r   r	   r
   r   r   r   r      r   z*MobileNetV1ForImageClassification.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )MobileNetV1Modelr   c                 O   r   r   r	   r
   r   r   r   r     r   zMobileNetV1Model.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )MobileNetV1PreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r     r   z#MobileNetV1PreTrainedModel.__init__Nr   r   r   r   r   r    r   r  c                  O   rQ   r   )r   load_tf_weights_in_mobilenet_v1rS   r   r   r   r    r   r  c                   @   r   )!MobileNetV2ForImageClassificationr   c                 O   r   r   r	   r
   r   r   r   r     r   z*MobileNetV2ForImageClassification.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )"MobileNetV2ForSemanticSegmentationr   c                 O   r   r   r	   r
   r   r   r   r   #  r   z+MobileNetV2ForSemanticSegmentation.__init__Nr   r   r   r   r   r     r   r  c                   @   r   )MobileNetV2Modelr   c                 O   r   r   r	   r
   r   r   r   r   *  r   zMobileNetV2Model.__init__Nr   r   r   r   r   r  '  r   r  c                   @   r   )MobileNetV2PreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r   1  r   z#MobileNetV2PreTrainedModel.__init__Nr   r   r   r   r   r  .  r   r  c                  O   rQ   r   )r   load_tf_weights_in_mobilenet_v2rS   r   r   r   r  5  r   r  c                   @   r   )MobileViTForImageClassificationr   c                 O   r   r   r	   r
   r   r   r   r   ?  r   z(MobileViTForImageClassification.__init__Nr   r   r   r   r   r  <  r   r  c                   @   r   ) MobileViTForSemanticSegmentationr   c                 O   r   r   r	   r
   r   r   r   r   F  r   z)MobileViTForSemanticSegmentation.__init__Nr   r   r   r   r   r  C  r   r  c                   @   r   )MobileViTModelr   c                 O   r   r   r	   r
   r   r   r   r   M  r   zMobileViTModel.__init__Nr   r   r   r   r   r  J  r   r  c                   @   r   )MobileViTPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r   T  r   z!MobileViTPreTrainedModel.__init__Nr   r   r   r   r   r  Q  r   r  c                   @   r   )!MobileViTV2ForImageClassificationr   c                 O   r   r   r	   r
   r   r   r   r   ^  r   z*MobileViTV2ForImageClassification.__init__Nr   r   r   r   r   r  [  r   r  c                   @   r   )"MobileViTV2ForSemanticSegmentationr   c                 O   r   r   r	   r
   r   r   r   r   e  r   z+MobileViTV2ForSemanticSegmentation.__init__Nr   r   r   r   r   r  b  r   r  c                   @   r   )MobileViTV2Modelr   c                 O   r   r   r	   r
   r   r   r   r   l  r   zMobileViTV2Model.__init__Nr   r   r   r   r   r  i  r   r  c                   @   r   )MobileViTV2PreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r   s  r   z#MobileViTV2PreTrainedModel.__init__Nr   r   r   r   r   r  p  r   r  c                   @   r   )MPNetForMaskedLMr   c                 O   r   r   r	   r
   r   r   r   r   }  r   zMPNetForMaskedLM.__init__Nr   r   r   r   r   r  z  r   r  c                   @   r   )MPNetForMultipleChoicer   c                 O   r   r   r	   r
   r   r   r   r     r   zMPNetForMultipleChoice.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )MPNetForQuestionAnsweringr   c                 O   r   r   r	   r
   r   r   r   r     r   z"MPNetForQuestionAnswering.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )MPNetForSequenceClassificationr   c                 O   r   r   r	   r
   r   r   r   r     r   z'MPNetForSequenceClassification.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )MPNetForTokenClassificationr   c                 O   r   r   r	   r
   r   r   r   r     r   z$MPNetForTokenClassification.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )
MPNetLayerr   c                 O   r   r   r	   r
   r   r   r   r     r   zMPNetLayer.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )
MPNetModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zMPNetModel.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )MPNetPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zMPNetPreTrainedModel.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )MptForCausalLMr   c                 O   r   r   r	   r
   r   r   r   r     r   zMptForCausalLM.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )MptForQuestionAnsweringr   c                 O   r   r   r	   r
   r   r   r   r     r   z MptForQuestionAnswering.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )MptForSequenceClassificationr   c                 O   r   r   r	   r
   r   r   r   r     r   z%MptForSequenceClassification.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )MptForTokenClassificationr   c                 O   r   r   r	   r
   r   r   r   r     r   z"MptForTokenClassification.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )MptModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zMptModel.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )MptPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zMptPreTrainedModel.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )MraForMaskedLMr   c                 O   r   r   r	   r
   r   r   r   r     r   zMraForMaskedLM.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )MraForMultipleChoicer   c                 O   r   r   r	   r
   r   r   r   r     r   zMraForMultipleChoice.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )MraForQuestionAnsweringr   c                 O   r   r   r	   r
   r   r   r   r     r   z MraForQuestionAnswering.__init__Nr   r   r   r   r   r     r   r   c                   @   r   )MraForSequenceClassificationr   c                 O   r   r   r	   r
   r   r   r   r     r   z%MraForSequenceClassification.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )MraForTokenClassificationr   c                 O   r   r   r	   r
   r   r   r   r     r   z"MraForTokenClassification.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )MraModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zMraModel.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )MraPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zMraPreTrainedModel.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )MT5EncoderModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zMT5EncoderModel.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )MT5ForConditionalGenerationr   c                 O   r   r   r	   r
   r   r   r   r     r   z$MT5ForConditionalGeneration.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )MT5ForQuestionAnsweringr   c                 O   r   r   r	   r
   r   r   r   r   $  r   z MT5ForQuestionAnswering.__init__Nr   r   r   r   r   r  !  r   r  c                   @   r   )MT5ForSequenceClassificationr   c                 O   r   r   r	   r
   r   r   r   r   +  r   z%MT5ForSequenceClassification.__init__Nr   r   r   r   r   r  (  r   r  c                   @   r   )MT5Modelr   c                 O   r   r   r	   r
   r   r   r   r   2  r   zMT5Model.__init__Nr   r   r   r   r   r	  /  r   r	  c                   @   r   )MT5PreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r   9  r   zMT5PreTrainedModel.__init__Nr   r   r   r   r   r
  6  r   r
  c                   @   r   )MusicgenForCausalLMr   c                 O   r   r   r	   r
   r   r   r   r   C  r   zMusicgenForCausalLM.__init__Nr   r   r   r   r   r  @  r   r  c                   @   r   ) MusicgenForConditionalGenerationr   c                 O   r   r   r	   r
   r   r   r   r   J  r   z)MusicgenForConditionalGeneration.__init__Nr   r   r   r   r   r  G  r   r  c                   @   r   )MusicgenModelr   c                 O   r   r   r	   r
   r   r   r   r   Q  r   zMusicgenModel.__init__Nr   r   r   r   r   r  N  r   r  c                   @   r   )MusicgenPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r   X  r   z MusicgenPreTrainedModel.__init__Nr   r   r   r   r   r  U  r   r  c                   @   r   )MusicgenProcessorr   c                 O   r   r   r	   r
   r   r   r   r   _  r   zMusicgenProcessor.__init__Nr   r   r   r   r   r  \  r   r  c                   @   r   )MvpForCausalLMr   c                 O   r   r   r	   r
   r   r   r   r   i  r   zMvpForCausalLM.__init__Nr   r   r   r   r   r  f  r   r  c                   @   r   )MvpForConditionalGenerationr   c                 O   r   r   r	   r
   r   r   r   r   p  r   z$MvpForConditionalGeneration.__init__Nr   r   r   r   r   r  m  r   r  c                   @   r   )MvpForQuestionAnsweringr   c                 O   r   r   r	   r
   r   r   r   r   w  r   z MvpForQuestionAnswering.__init__Nr   r   r   r   r   r  t  r   r  c                   @   r   )MvpForSequenceClassificationr   c                 O   r   r   r	   r
   r   r   r   r   ~  r   z%MvpForSequenceClassification.__init__Nr   r   r   r   r   r  {  r   r  c                   @   r   )MvpModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zMvpModel.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )MvpPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zMvpPreTrainedModel.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )NatBackboner   c                 O   r   r   r	   r
   r   r   r   r     r   zNatBackbone.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )NatForImageClassificationr   c                 O   r   r   r	   r
   r   r   r   r     r   z"NatForImageClassification.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )NatModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zNatModel.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )NatPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zNatPreTrainedModel.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )NezhaForMaskedLMr   c                 O   r   r   r	   r
   r   r   r   r     r   zNezhaForMaskedLM.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )NezhaForMultipleChoicer   c                 O   r   r   r	   r
   r   r   r   r     r   zNezhaForMultipleChoice.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )NezhaForNextSentencePredictionr   c                 O   r   r   r	   r
   r   r   r   r     r   z'NezhaForNextSentencePrediction.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )NezhaForPreTrainingr   c                 O   r   r   r	   r
   r   r   r   r     r   zNezhaForPreTraining.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )NezhaForQuestionAnsweringr   c                 O   r   r   r	   r
   r   r   r   r     r   z"NezhaForQuestionAnswering.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )NezhaForSequenceClassificationr   c                 O   r   r   r	   r
   r   r   r   r     r   z'NezhaForSequenceClassification.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )NezhaForTokenClassificationr   c                 O   r   r   r	   r
   r   r   r   r     r   z$NezhaForTokenClassification.__init__Nr   r   r   r   r   r     r   r   c                   @   r   )
NezhaModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zNezhaModel.__init__Nr   r   r   r   r   r!    r   r!  c                   @   r   )NezhaPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zNezhaPreTrainedModel.__init__Nr   r   r   r   r   r"    r   r"  c                   @   r   )NllbMoeForConditionalGenerationr   c                 O   r   r   r	   r
   r   r   r   r     r   z(NllbMoeForConditionalGeneration.__init__Nr   r   r   r   r   r#    r   r#  c                   @   r   )NllbMoeModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zNllbMoeModel.__init__Nr   r   r   r   r   r$    r   r$  c                   @   r   )NllbMoePreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zNllbMoePreTrainedModel.__init__Nr   r   r   r   r   r%    r   r%  c                   @   r   )NllbMoeSparseMLPr   c                 O   r   r   r	   r
   r   r   r   r     r   zNllbMoeSparseMLP.__init__Nr   r   r   r   r   r&  	  r   r&  c                   @   r   )NllbMoeTop2Routerr   c                 O   r   r   r	   r
   r   r   r   r     r   zNllbMoeTop2Router.__init__Nr   r   r   r   r   r'    r   r'  c                   @   r   )NystromformerForMaskedLMr   c                 O   r   r   r	   r
   r   r   r   r     r   z!NystromformerForMaskedLM.__init__Nr   r   r   r   r   r(    r   r(  c                   @   r   )NystromformerForMultipleChoicer   c                 O   r   r   r	   r
   r   r   r   r   $  r   z'NystromformerForMultipleChoice.__init__Nr   r   r   r   r   r)  !  r   r)  c                   @   r   )!NystromformerForQuestionAnsweringr   c                 O   r   r   r	   r
   r   r   r   r   +  r   z*NystromformerForQuestionAnswering.__init__Nr   r   r   r   r   r*  (  r   r*  c                   @   r   )&NystromformerForSequenceClassificationr   c                 O   r   r   r	   r
   r   r   r   r   2  r   z/NystromformerForSequenceClassification.__init__Nr   r   r   r   r   r+  /  r   r+  c                   @   r   )#NystromformerForTokenClassificationr   c                 O   r   r   r	   r
   r   r   r   r   9  r   z,NystromformerForTokenClassification.__init__Nr   r   r   r   r   r,  6  r   r,  c                   @   r   )NystromformerLayerr   c                 O   r   r   r	   r
   r   r   r   r   @  r   zNystromformerLayer.__init__Nr   r   r   r   r   r-  =  r   r-  c                   @   r   )NystromformerModelr   c                 O   r   r   r	   r
   r   r   r   r   G  r   zNystromformerModel.__init__Nr   r   r   r   r   r.  D  r   r.  c                   @   r   )NystromformerPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r   N  r   z%NystromformerPreTrainedModel.__init__Nr   r   r   r   r   r/  K  r   r/  c                   @   r   )!OneFormerForUniversalSegmentationr   c                 O   r   r   r	   r
   r   r   r   r   X  r   z*OneFormerForUniversalSegmentation.__init__Nr   r   r   r   r   r0  U  r   r0  c                   @   r   )OneFormerModelr   c                 O   r   r   r	   r
   r   r   r   r   _  r   zOneFormerModel.__init__Nr   r   r   r   r   r1  \  r   r1  c                   @   r   )OneFormerPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r   f  r   z!OneFormerPreTrainedModel.__init__Nr   r   r   r   r   r2  c  r   r2  c                   @   r   )OpenAIGPTDoubleHeadsModelr   c                 O   r   r   r	   r
   r   r   r   r   p  r   z"OpenAIGPTDoubleHeadsModel.__init__Nr   r   r   r   r   r3  m  r   r3  c                   @   r   )"OpenAIGPTForSequenceClassificationr   c                 O   r   r   r	   r
   r   r   r   r   w  r   z+OpenAIGPTForSequenceClassification.__init__Nr   r   r   r   r   r4  t  r   r4  c                   @   r   )OpenAIGPTLMHeadModelr   c                 O   r   r   r	   r
   r   r   r   r   ~  r   zOpenAIGPTLMHeadModel.__init__Nr   r   r   r   r   r5  {  r   r5  c                   @   r   )OpenAIGPTModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zOpenAIGPTModel.__init__Nr   r   r   r   r   r6    r   r6  c                   @   r   )OpenAIGPTPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r     r   z!OpenAIGPTPreTrainedModel.__init__Nr   r   r   r   r   r7    r   r7  c                  O   rQ   r   )r   load_tf_weights_in_openai_gptrS   r   r   r   r8    r   r8  c                   @   r   )OPTForCausalLMr   c                 O   r   r   r	   r
   r   r   r   r     r   zOPTForCausalLM.__init__Nr   r   r   r   r   r9    r   r9  c                   @   r   )OPTForQuestionAnsweringr   c                 O   r   r   r	   r
   r   r   r   r     r   z OPTForQuestionAnswering.__init__Nr   r   r   r   r   r:    r   r:  c                   @   r   )OPTForSequenceClassificationr   c                 O   r   r   r	   r
   r   r   r   r     r   z%OPTForSequenceClassification.__init__Nr   r   r   r   r   r;    r   r;  c                   @   r   )OPTModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zOPTModel.__init__Nr   r   r   r   r   r<    r   r<  c                   @   r   )OPTPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zOPTPreTrainedModel.__init__Nr   r   r   r   r   r=    r   r=  c                   @   r   )Owlv2ForObjectDetectionr   c                 O   r   r   r	   r
   r   r   r   r     r   z Owlv2ForObjectDetection.__init__Nr   r   r   r   r   r>    r   r>  c                   @   r   )
Owlv2Modelr   c                 O   r   r   r	   r
   r   r   r   r     r   zOwlv2Model.__init__Nr   r   r   r   r   r?    r   r?  c                   @   r   )Owlv2PreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zOwlv2PreTrainedModel.__init__Nr   r   r   r   r   r@    r   r@  c                   @   r   )Owlv2TextModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zOwlv2TextModel.__init__Nr   r   r   r   r   rA    r   rA  c                   @   r   )Owlv2VisionModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zOwlv2VisionModel.__init__Nr   r   r   r   r   rB    r   rB  c                   @   r   )OwlViTForObjectDetectionr   c                 O   r   r   r	   r
   r   r   r   r     r   z!OwlViTForObjectDetection.__init__Nr   r   r   r   r   rC    r   rC  c                   @   r   )OwlViTModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zOwlViTModel.__init__Nr   r   r   r   r   rD    r   rD  c                   @   r   )OwlViTPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zOwlViTPreTrainedModel.__init__Nr   r   r   r   r   rE    r   rE  c                   @   r   )OwlViTTextModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zOwlViTTextModel.__init__Nr   r   r   r   r   rF    r   rF  c                   @   r   )OwlViTVisionModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zOwlViTVisionModel.__init__Nr   r   r   r   r   rG    r   rG  c                   @   r   )PatchTSMixerForPredictionr   c                 O   r   r   r	   r
   r   r   r   r     r   z"PatchTSMixerForPrediction.__init__Nr   r   r   r   r   rH  	  r   rH  c                   @   r   )PatchTSMixerForPretrainingr   c                 O   r   r   r	   r
   r   r   r   r     r   z#PatchTSMixerForPretraining.__init__Nr   r   r   r   r   rI    r   rI  c                   @   r   )PatchTSMixerForRegressionr   c                 O   r   r   r	   r
   r   r   r   r     r   z"PatchTSMixerForRegression.__init__Nr   r   r   r   r   rJ    r   rJ  c                   @   r   )'PatchTSMixerForTimeSeriesClassificationr   c                 O   r   r   r	   r
   r   r   r   r   !  r   z0PatchTSMixerForTimeSeriesClassification.__init__Nr   r   r   r   r   rK    r   rK  c                   @   r   )PatchTSMixerModelr   c                 O   r   r   r	   r
   r   r   r   r   (  r   zPatchTSMixerModel.__init__Nr   r   r   r   r   rL  %  r   rL  c                   @   r   )PatchTSMixerPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r   /  r   z$PatchTSMixerPreTrainedModel.__init__Nr   r   r   r   r   rM  ,  r   rM  c                   @   r   )PatchTSTForClassificationr   c                 O   r   r   r	   r
   r   r   r   r   9  r   z"PatchTSTForClassification.__init__Nr   r   r   r   r   rN  6  r   rN  c                   @   r   )PatchTSTForPredictionr   c                 O   r   r   r	   r
   r   r   r   r   @  r   zPatchTSTForPrediction.__init__Nr   r   r   r   r   rO  =  r   rO  c                   @   r   )PatchTSTForPretrainingr   c                 O   r   r   r	   r
   r   r   r   r   G  r   zPatchTSTForPretraining.__init__Nr   r   r   r   r   rP  D  r   rP  c                   @   r   )PatchTSTForRegressionr   c                 O   r   r   r	   r
   r   r   r   r   N  r   zPatchTSTForRegression.__init__Nr   r   r   r   r   rQ  K  r   rQ  c                   @   r   )PatchTSTModelr   c                 O   r   r   r	   r
   r   r   r   r   U  r   zPatchTSTModel.__init__Nr   r   r   r   r   rR  R  r   rR  c                   @   r   )PatchTSTPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r   \  r   z PatchTSTPreTrainedModel.__init__Nr   r   r   r   r   rS  Y  r   rS  c                   @   r   )PegasusForCausalLMr   c                 O   r   r   r	   r
   r   r   r   r   c  r   zPegasusForCausalLM.__init__Nr   r   r   r   r   rT  `  r   rT  c                   @   r   )PegasusForConditionalGenerationr   c                 O   r   r   r	   r
   r   r   r   r   j  r   z(PegasusForConditionalGeneration.__init__Nr   r   r   r   r   rU  g  r   rU  c                   @   r   )PegasusModelr   c                 O   r   r   r	   r
   r   r   r   r   q  r   zPegasusModel.__init__Nr   r   r   r   r   rV  n  r   rV  c                   @   r   )PegasusPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r   x  r   zPegasusPreTrainedModel.__init__Nr   r   r   r   r   rW  u  r   rW  c                   @   r   ) PegasusXForConditionalGenerationr   c                 O   r   r   r	   r
   r   r   r   r     r   z)PegasusXForConditionalGeneration.__init__Nr   r   r   r   r   rX    r   rX  c                   @   r   )PegasusXModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zPegasusXModel.__init__Nr   r   r   r   r   rY    r   rY  c                   @   r   )PegasusXPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r     r   z PegasusXPreTrainedModel.__init__Nr   r   r   r   r   rZ    r   rZ  c                   @   r   )-PerceiverForImageClassificationConvProcessingr   c                 O   r   r   r	   r
   r   r   r   r     r   z6PerceiverForImageClassificationConvProcessing.__init__Nr   r   r   r   r   r[    r   r[  c                   @   r   )&PerceiverForImageClassificationFourierr   c                 O   r   r   r	   r
   r   r   r   r     r   z/PerceiverForImageClassificationFourier.__init__Nr   r   r   r   r   r\    r   r\  c                   @   r   )&PerceiverForImageClassificationLearnedr   c                 O   r   r   r	   r
   r   r   r   r     r   z/PerceiverForImageClassificationLearned.__init__Nr   r   r   r   r   r]    r   r]  c                   @   r   )PerceiverForMaskedLMr   c                 O   r   r   r	   r
   r   r   r   r     r   zPerceiverForMaskedLM.__init__Nr   r   r   r   r   r^    r   r^  c                   @   r   )"PerceiverForMultimodalAutoencodingr   c                 O   r   r   r	   r
   r   r   r   r     r   z+PerceiverForMultimodalAutoencoding.__init__Nr   r   r   r   r   r_    r   r_  c                   @   r   )PerceiverForOpticalFlowr   c                 O   r   r   r	   r
   r   r   r   r     r   z PerceiverForOpticalFlow.__init__Nr   r   r   r   r   r`    r   r`  c                   @   r   )"PerceiverForSequenceClassificationr   c                 O   r   r   r	   r
   r   r   r   r     r   z+PerceiverForSequenceClassification.__init__Nr   r   r   r   r   ra    r   ra  c                   @   r   )PerceiverLayerr   c                 O   r   r   r	   r
   r   r   r   r     r   zPerceiverLayer.__init__Nr   r   r   r   r   rb    r   rb  c                   @   r   )PerceiverModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zPerceiverModel.__init__Nr   r   r   r   r   rc    r   rc  c                   @   r   )PerceiverPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r     r   z!PerceiverPreTrainedModel.__init__Nr   r   r   r   r   rd    r   rd  c                   @   r   )PersimmonForCausalLMr   c                 O   r   r   r	   r
   r   r   r   r     r   zPersimmonForCausalLM.__init__Nr   r   r   r   r   re    r   re  c                   @   r   )"PersimmonForSequenceClassificationr   c                 O   r   r   r	   r
   r   r   r   r     r   z+PersimmonForSequenceClassification.__init__Nr   r   r   r   r   rf    r   rf  c                   @   r   )PersimmonModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zPersimmonModel.__init__Nr   r   r   r   r   rg    r   rg  c                   @   r   )PersimmonPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r     r   z!PersimmonPreTrainedModel.__init__Nr   r   r   r   r   rh    r   rh  c                   @   r   )PhiForCausalLMr   c                 O   r   r   r	   r
   r   r   r   r     r   zPhiForCausalLM.__init__Nr   r   r   r   r   ri    r   ri  c                   @   r   )PhiForSequenceClassificationr   c                 O   r   r   r	   r
   r   r   r   r     r   z%PhiForSequenceClassification.__init__Nr   r   r   r   r   rj    r   rj  c                   @   r   )PhiForTokenClassificationr   c                 O   r   r   r	   r
   r   r   r   r     r   z"PhiForTokenClassification.__init__Nr   r   r   r   r   rk  
  r   rk  c                   @   r   )PhiModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zPhiModel.__init__Nr   r   r   r   r   rl    r   rl  c                   @   r   )PhiPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zPhiPreTrainedModel.__init__Nr   r   r   r   r   rm    r   rm  c                   @   r   )"Pix2StructForConditionalGenerationr   c                 O   r   r   r	   r
   r   r   r   r   %  r   z+Pix2StructForConditionalGeneration.__init__Nr   r   r   r   r   rn  "  r   rn  c                   @   r   )Pix2StructPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r   ,  r   z"Pix2StructPreTrainedModel.__init__Nr   r   r   r   r   ro  )  r   ro  c                   @   r   )Pix2StructTextModelr   c                 O   r   r   r	   r
   r   r   r   r   3  r   zPix2StructTextModel.__init__Nr   r   r   r   r   rp  0  r   rp  c                   @   r   )Pix2StructVisionModelr   c                 O   r   r   r	   r
   r   r   r   r   :  r   zPix2StructVisionModel.__init__Nr   r   r   r   r   rq  7  r   rq  c                   @   r   )PLBartForCausalLMr   c                 O   r   r   r	   r
   r   r   r   r   D  r   zPLBartForCausalLM.__init__Nr   r   r   r   r   rr  A  r   rr  c                   @   r   )PLBartForConditionalGenerationr   c                 O   r   r   r	   r
   r   r   r   r   K  r   z'PLBartForConditionalGeneration.__init__Nr   r   r   r   r   rs  H  r   rs  c                   @   r   )PLBartForSequenceClassificationr   c                 O   r   r   r	   r
   r   r   r   r   R  r   z(PLBartForSequenceClassification.__init__Nr   r   r   r   r   rt  O  r   rt  c                   @   r   )PLBartModelr   c                 O   r   r   r	   r
   r   r   r   r   Y  r   zPLBartModel.__init__Nr   r   r   r   r   ru  V  r   ru  c                   @   r   )PLBartPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r   `  r   zPLBartPreTrainedModel.__init__Nr   r   r   r   r   rv  ]  r   rv  c                   @   r   ) PoolFormerForImageClassificationr   c                 O   r   r   r	   r
   r   r   r   r   j  r   z)PoolFormerForImageClassification.__init__Nr   r   r   r   r   rw  g  r   rw  c                   @   r   )PoolFormerModelr   c                 O   r   r   r	   r
   r   r   r   r   q  r   zPoolFormerModel.__init__Nr   r   r   r   r   rx  n  r   rx  c                   @   r   )PoolFormerPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r   x  r   z"PoolFormerPreTrainedModel.__init__Nr   r   r   r   r   ry  u  r   ry  c                   @   r   )!Pop2PianoForConditionalGenerationr   c                 O   r   r   r	   r
   r   r   r   r     r   z*Pop2PianoForConditionalGeneration.__init__Nr   r   r   r   r   rz    r   rz  c                   @   r   )Pop2PianoPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r     r   z!Pop2PianoPreTrainedModel.__init__Nr   r   r   r   r   r{    r   r{  c                   @   r   )ProphetNetDecoderr   c                 O   r   r   r	   r
   r   r   r   r     r   zProphetNetDecoder.__init__Nr   r   r   r   r   r|    r   r|  c                   @   r   )ProphetNetEncoderr   c                 O   r   r   r	   r
   r   r   r   r     r   zProphetNetEncoder.__init__Nr   r   r   r   r   r}    r   r}  c                   @   r   )ProphetNetForCausalLMr   c                 O   r   r   r	   r
   r   r   r   r     r   zProphetNetForCausalLM.__init__Nr   r   r   r   r   r~    r   r~  c                   @   r   )"ProphetNetForConditionalGenerationr   c                 O   r   r   r	   r
   r   r   r   r     r   z+ProphetNetForConditionalGeneration.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )ProphetNetModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zProphetNetModel.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )ProphetNetPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r     r   z"ProphetNetPreTrainedModel.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )PvtForImageClassificationr   c                 O   r   r   r	   r
   r   r   r   r     r   z"PvtForImageClassification.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )PvtModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zPvtModel.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )PvtPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zPvtPreTrainedModel.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )QDQBertForMaskedLMr   c                 O   r   r   r	   r
   r   r   r   r     r   zQDQBertForMaskedLM.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )QDQBertForMultipleChoicer   c                 O   r   r   r	   r
   r   r   r   r     r   z!QDQBertForMultipleChoice.__init__Nr   r   r   r   r   r    r   r  c                   @   r   ) QDQBertForNextSentencePredictionr   c                 O   r   r   r	   r
   r   r   r   r     r   z)QDQBertForNextSentencePrediction.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )QDQBertForQuestionAnsweringr   c                 O   r   r   r	   r
   r   r   r   r     r   z$QDQBertForQuestionAnswering.__init__Nr   r   r   r   r   r    r   r  c                   @   r   ) QDQBertForSequenceClassificationr   c                 O   r   r   r	   r
   r   r   r   r     r   z)QDQBertForSequenceClassification.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )QDQBertForTokenClassificationr   c                 O   r   r   r	   r
   r   r   r   r     r   z&QDQBertForTokenClassification.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )QDQBertLayerr   c                 O   r   r   r	   r
   r   r   r   r     r   zQDQBertLayer.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )QDQBertLMHeadModelr   c                 O   r   r   r	   r
   r   r   r   r   	  r   zQDQBertLMHeadModel.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )QDQBertModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zQDQBertModel.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )QDQBertPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zQDQBertPreTrainedModel.__init__Nr   r   r   r   r   r    r   r  c                  O   rQ   r   )r   load_tf_weights_in_qdqbertrS   r   r   r   r    r   r  c                   @   r   )RagModelr   c                 O   r   r   r	   r
   r   r   r   r   "  r   zRagModel.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )RagPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r   )  r   zRagPreTrainedModel.__init__Nr   r   r   r   r   r  &  r   r  c                   @   r   )RagSequenceForGenerationr   c                 O   r   r   r	   r
   r   r   r   r   0  r   z!RagSequenceForGeneration.__init__Nr   r   r   r   r   r  -  r   r  c                   @   r   )RagTokenForGenerationr   c                 O   r   r   r	   r
   r   r   r   r   7  r   zRagTokenForGeneration.__init__Nr   r   r   r   r   r  4  r   r  c                   @   r   )RealmEmbedderr   c                 O   r   r   r	   r
   r   r   r   r   A  r   zRealmEmbedder.__init__Nr   r   r   r   r   r  >  r   r  c                   @   r   )RealmForOpenQAr   c                 O   r   r   r	   r
   r   r   r   r   H  r   zRealmForOpenQA.__init__Nr   r   r   r   r   r  E  r   r  c                   @   r   )RealmKnowledgeAugEncoderr   c                 O   r   r   r	   r
   r   r   r   r   O  r   z!RealmKnowledgeAugEncoder.__init__Nr   r   r   r   r   r  L  r   r  c                   @   r   )RealmPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r   V  r   zRealmPreTrainedModel.__init__Nr   r   r   r   r   r  S  r   r  c                   @   r   )RealmReaderr   c                 O   r   r   r	   r
   r   r   r   r   ]  r   zRealmReader.__init__Nr   r   r   r   r   r  Z  r   r  c                   @   r   )RealmRetrieverr   c                 O   r   r   r	   r
   r   r   r   r   d  r   zRealmRetriever.__init__Nr   r   r   r   r   r  a  r   r  c                   @   r   )RealmScorerr   c                 O   r   r   r	   r
   r   r   r   r   k  r   zRealmScorer.__init__Nr   r   r   r   r   r  h  r   r  c                  O   rQ   r   )r   load_tf_weights_in_realmrS   r   r   r   r  o  r   r  c                   @   r   )ReformerAttentionr   c                 O   r   r   r	   r
   r   r   r   r   y  r   zReformerAttention.__init__Nr   r   r   r   r   r  v  r   r  c                   @   r   )ReformerForMaskedLMr   c                 O   r   r   r	   r
   r   r   r   r     r   zReformerForMaskedLM.__init__Nr   r   r   r   r   r  }  r   r  c                   @   r   )ReformerForQuestionAnsweringr   c                 O   r   r   r	   r
   r   r   r   r     r   z%ReformerForQuestionAnswering.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )!ReformerForSequenceClassificationr   c                 O   r   r   r	   r
   r   r   r   r     r   z*ReformerForSequenceClassification.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )ReformerLayerr   c                 O   r   r   r	   r
   r   r   r   r     r   zReformerLayer.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )ReformerModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zReformerModel.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )ReformerModelWithLMHeadr   c                 O   r   r   r	   r
   r   r   r   r     r   z ReformerModelWithLMHead.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )ReformerPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r     r   z ReformerPreTrainedModel.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )RegNetForImageClassificationr   c                 O   r   r   r	   r
   r   r   r   r     r   z%RegNetForImageClassification.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )RegNetModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zRegNetModel.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )RegNetPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zRegNetPreTrainedModel.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )RemBertForCausalLMr   c                 O   r   r   r	   r
   r   r   r   r     r   zRemBertForCausalLM.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )RemBertForMaskedLMr   c                 O   r   r   r	   r
   r   r   r   r     r   zRemBertForMaskedLM.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )RemBertForMultipleChoicer   c                 O   r   r   r	   r
   r   r   r   r     r   z!RemBertForMultipleChoice.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )RemBertForQuestionAnsweringr   c                 O   r   r   r	   r
   r   r   r   r     r   z$RemBertForQuestionAnswering.__init__Nr   r   r   r   r   r    r   r  c                   @   r   ) RemBertForSequenceClassificationr   c                 O   r   r   r	   r
   r   r   r   r     r   z)RemBertForSequenceClassification.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )RemBertForTokenClassificationr   c                 O   r   r   r	   r
   r   r   r   r     r   z&RemBertForTokenClassification.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )RemBertLayerr   c                 O   r   r   r	   r
   r   r   r   r     r   zRemBertLayer.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )RemBertModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zRemBertModel.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )RemBertPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zRemBertPreTrainedModel.__init__Nr   r   r   r   r   r    r   r  c                  O   rQ   r   )r   load_tf_weights_in_rembertrS   r   r   r   r    r   r  c                   @   r   )ResNetBackboner   c                 O   r   r   r	   r
   r   r   r   r     r   zResNetBackbone.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )ResNetForImageClassificationr   c                 O   r   r   r	   r
   r   r   r   r     r   z%ResNetForImageClassification.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )ResNetModelr   c                 O   r   r   r	   r
   r   r   r   r      r   zResNetModel.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )ResNetPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r   '  r   zResNetPreTrainedModel.__init__Nr   r   r   r   r   r  $  r   r  c                   @   r   )RobertaForCausalLMr   c                 O   r   r   r	   r
   r   r   r   r   1  r   zRobertaForCausalLM.__init__Nr   r   r   r   r   r  .  r   r  c                   @   r   )RobertaForMaskedLMr   c                 O   r   r   r	   r
   r   r   r   r   8  r   zRobertaForMaskedLM.__init__Nr   r   r   r   r   r  5  r   r  c                   @   r   )RobertaForMultipleChoicer   c                 O   r   r   r	   r
   r   r   r   r   ?  r   z!RobertaForMultipleChoice.__init__Nr   r   r   r   r   r  <  r   r  c                   @   r   )RobertaForQuestionAnsweringr   c                 O   r   r   r	   r
   r   r   r   r   F  r   z$RobertaForQuestionAnswering.__init__Nr   r   r   r   r   r  C  r   r  c                   @   r   ) RobertaForSequenceClassificationr   c                 O   r   r   r	   r
   r   r   r   r   M  r   z)RobertaForSequenceClassification.__init__Nr   r   r   r   r   r  J  r   r  c                   @   r   )RobertaForTokenClassificationr   c                 O   r   r   r	   r
   r   r   r   r   T  r   z&RobertaForTokenClassification.__init__Nr   r   r   r   r   r  Q  r   r  c                   @   r   )RobertaModelr   c                 O   r   r   r	   r
   r   r   r   r   [  r   zRobertaModel.__init__Nr   r   r   r   r   r  X  r   r  c                   @   r   )RobertaPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r   b  r   zRobertaPreTrainedModel.__init__Nr   r   r   r   r   r  _  r   r  c                   @   r   )RobertaPreLayerNormForCausalLMr   c                 O   r   r   r	   r
   r   r   r   r   l  r   z'RobertaPreLayerNormForCausalLM.__init__Nr   r   r   r   r   r  i  r   r  c                   @   r   )RobertaPreLayerNormForMaskedLMr   c                 O   r   r   r	   r
   r   r   r   r   s  r   z'RobertaPreLayerNormForMaskedLM.__init__Nr   r   r   r   r   r  p  r   r  c                   @   r   )$RobertaPreLayerNormForMultipleChoicer   c                 O   r   r   r	   r
   r   r   r   r   z  r   z-RobertaPreLayerNormForMultipleChoice.__init__Nr   r   r   r   r   r  w  r   r  c                   @   r   )'RobertaPreLayerNormForQuestionAnsweringr   c                 O   r   r   r	   r
   r   r   r   r     r   z0RobertaPreLayerNormForQuestionAnswering.__init__Nr   r   r   r   r   r  ~  r   r  c                   @   r   ),RobertaPreLayerNormForSequenceClassificationr   c                 O   r   r   r	   r
   r   r   r   r     r   z5RobertaPreLayerNormForSequenceClassification.__init__Nr   r   r   r   r   r    r   r  c                   @   r   ))RobertaPreLayerNormForTokenClassificationr   c                 O   r   r   r	   r
   r   r   r   r     r   z2RobertaPreLayerNormForTokenClassification.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )RobertaPreLayerNormModelr   c                 O   r   r   r	   r
   r   r   r   r     r   z!RobertaPreLayerNormModel.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )"RobertaPreLayerNormPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r     r   z+RobertaPreLayerNormPreTrainedModel.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )RoCBertForCausalLMr   c                 O   r   r   r	   r
   r   r   r   r     r   zRoCBertForCausalLM.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )RoCBertForMaskedLMr   c                 O   r   r   r	   r
   r   r   r   r     r   zRoCBertForMaskedLM.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )RoCBertForMultipleChoicer   c                 O   r   r   r	   r
   r   r   r   r     r   z!RoCBertForMultipleChoice.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )RoCBertForPreTrainingr   c                 O   r   r   r	   r
   r   r   r   r     r   zRoCBertForPreTraining.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )RoCBertForQuestionAnsweringr   c                 O   r   r   r	   r
   r   r   r   r     r   z$RoCBertForQuestionAnswering.__init__Nr   r   r   r   r   r    r   r  c                   @   r   ) RoCBertForSequenceClassificationr   c                 O   r   r   r	   r
   r   r   r   r     r   z)RoCBertForSequenceClassification.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )RoCBertForTokenClassificationr   c                 O   r   r   r	   r
   r   r   r   r     r   z&RoCBertForTokenClassification.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )RoCBertLayerr   c                 O   r   r   r	   r
   r   r   r   r     r   zRoCBertLayer.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )RoCBertModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zRoCBertModel.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )RoCBertPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zRoCBertPreTrainedModel.__init__Nr   r   r   r   r   r    r   r  c                  O   rQ   r   )r   load_tf_weights_in_roc_bertrS   r   r   r   r    r   r  c                   @   r   )RoFormerForCausalLMr   c                 O   r   r   r	   r
   r   r   r   r     r   zRoFormerForCausalLM.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )RoFormerForMaskedLMr   c                 O   r   r   r	   r
   r   r   r   r     r   zRoFormerForMaskedLM.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )RoFormerForMultipleChoicer   c                 O   r   r   r	   r
   r   r   r   r     r   z"RoFormerForMultipleChoice.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )RoFormerForQuestionAnsweringr   c                 O   r   r   r	   r
   r   r   r   r   	  r   z%RoFormerForQuestionAnswering.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )!RoFormerForSequenceClassificationr   c                 O   r   r   r	   r
   r   r   r   r     r   z*RoFormerForSequenceClassification.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )RoFormerForTokenClassificationr   c                 O   r   r   r	   r
   r   r   r   r     r   z'RoFormerForTokenClassification.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )RoFormerLayerr   c                 O   r   r   r	   r
   r   r   r   r     r   zRoFormerLayer.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )RoFormerModelr   c                 O   r   r   r	   r
   r   r   r   r   %  r   zRoFormerModel.__init__Nr   r   r   r   r   r  "  r   r  c                   @   r   )RoFormerPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r   ,  r   z RoFormerPreTrainedModel.__init__Nr   r   r   r   r   r  )  r   r  c                  O   rQ   r   )r   load_tf_weights_in_roformerrS   r   r   r   r  0  r   r  c                   @   r   )RwkvForCausalLMr   c                 O   r   r   r	   r
   r   r   r   r   :  r   zRwkvForCausalLM.__init__Nr   r   r   r   r   r  7  r   r  c                   @   r   )	RwkvModelr   c                 O   r   r   r	   r
   r   r   r   r   A  r   zRwkvModel.__init__Nr   r   r   r   r   r  >  r   r  c                   @   r   )RwkvPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r   H  r   zRwkvPreTrainedModel.__init__Nr   r   r   r   r   r  E  r   r  c                   @   r   )SamModelr   c                 O   r   r   r	   r
   r   r   r   r   R  r   zSamModel.__init__Nr   r   r   r   r   r  O  r   r  c                   @   r   )SamPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r   Y  r   zSamPreTrainedModel.__init__Nr   r   r   r   r   r  V  r   r  c                   @   r   )SeamlessM4TCodeHifiGanr   c                 O   r   r   r	   r
   r   r   r   r   c  r   zSeamlessM4TCodeHifiGan.__init__Nr   r   r   r   r   r  `  r   r  c                   @   r   )SeamlessM4TForSpeechToSpeechr   c                 O   r   r   r	   r
   r   r   r   r   j  r   z%SeamlessM4TForSpeechToSpeech.__init__Nr   r   r   r   r   r  g  r   r  c                   @   r   )SeamlessM4TForSpeechToTextr   c                 O   r   r   r	   r
   r   r   r   r   q  r   z#SeamlessM4TForSpeechToText.__init__Nr   r   r   r   r   r  n  r   r  c                   @   r   )SeamlessM4TForTextToSpeechr   c                 O   r   r   r	   r
   r   r   r   r   x  r   z#SeamlessM4TForTextToSpeech.__init__Nr   r   r   r   r   r  u  r   r  c                   @   r   )SeamlessM4TForTextToTextr   c                 O   r   r   r	   r
   r   r   r   r     r   z!SeamlessM4TForTextToText.__init__Nr   r   r   r   r   r  |  r   r  c                   @   r   )SeamlessM4THifiGanr   c                 O   r   r   r	   r
   r   r   r   r     r   zSeamlessM4THifiGan.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )SeamlessM4TModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zSeamlessM4TModel.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )SeamlessM4TPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r     r   z#SeamlessM4TPreTrainedModel.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )-SeamlessM4TTextToUnitForConditionalGenerationr   c                 O   r   r   r	   r
   r   r   r   r     r   z6SeamlessM4TTextToUnitForConditionalGeneration.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )SeamlessM4TTextToUnitModelr   c                 O   r   r   r	   r
   r   r   r   r     r   z#SeamlessM4TTextToUnitModel.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )SeamlessM4Tv2ForSpeechToSpeechr   c                 O   r   r   r	   r
   r   r   r   r     r   z'SeamlessM4Tv2ForSpeechToSpeech.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )SeamlessM4Tv2ForSpeechToTextr   c                 O   r   r   r	   r
   r   r   r   r     r   z%SeamlessM4Tv2ForSpeechToText.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )SeamlessM4Tv2ForTextToSpeechr   c                 O   r   r   r	   r
   r   r   r   r     r   z%SeamlessM4Tv2ForTextToSpeech.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )SeamlessM4Tv2ForTextToTextr   c                 O   r   r   r	   r
   r   r   r   r     r   z#SeamlessM4Tv2ForTextToText.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )SeamlessM4Tv2Modelr   c                 O   r   r   r	   r
   r   r   r   r     r   zSeamlessM4Tv2Model.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )SeamlessM4Tv2PreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r     r   z%SeamlessM4Tv2PreTrainedModel.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )SegformerDecodeHeadr   c                 O   r   r   r	   r
   r   r   r   r     r   zSegformerDecodeHead.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )SegformerForImageClassificationr   c                 O   r   r   r	   r
   r   r   r   r     r   z(SegformerForImageClassification.__init__Nr   r   r   r   r   r    r   r  c                   @   r   ) SegformerForSemanticSegmentationr   c                 O   r   r   r	   r
   r   r   r   r     r   z)SegformerForSemanticSegmentation.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )SegformerLayerr   c                 O   r   r   r	   r
   r   r   r   r     r   zSegformerLayer.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )SegformerModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zSegformerModel.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )SegformerPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r     r   z!SegformerPreTrainedModel.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )	SEWForCTCr   c                 O   r   r   r	   r
   r   r   r   r     r   zSEWForCTC.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )SEWForSequenceClassificationr   c                 O   r   r   r	   r
   r   r   r   r     r   z%SEWForSequenceClassification.__init__Nr   r   r   r   r   r  
  r   r  c                   @   r   )SEWModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zSEWModel.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )SEWPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zSEWPreTrainedModel.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )
SEWDForCTCr   c                 O   r   r   r	   r
   r   r   r   r   %  r   zSEWDForCTC.__init__Nr   r   r   r   r   r  "  r   r  c                   @   r   )SEWDForSequenceClassificationr   c                 O   r   r   r	   r
   r   r   r   r   ,  r   z&SEWDForSequenceClassification.__init__Nr   r   r   r   r   r  )  r   r  c                   @   r   )	SEWDModelr   c                 O   r   r   r	   r
   r   r   r   r   3  r   zSEWDModel.__init__Nr   r   r   r   r   r  0  r   r  c                   @   r   )SEWDPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r   :  r   zSEWDPreTrainedModel.__init__Nr   r   r   r   r   r  7  r   r  c                   @   r   )SpeechEncoderDecoderModelr   c                 O   r   r   r	   r
   r   r   r   r   A  r   z"SpeechEncoderDecoderModel.__init__Nr   r   r   r   r   r  >  r   r  c                   @   r   )#Speech2TextForConditionalGenerationr   c                 O   r   r   r	   r
   r   r   r   r   K  r   z,Speech2TextForConditionalGeneration.__init__Nr   r   r   r   r   r  H  r   r  c                   @   r   )Speech2TextModelr   c                 O   r   r   r	   r
   r   r   r   r   R  r   zSpeech2TextModel.__init__Nr   r   r   r   r   r  O  r   r  c                   @   r   )Speech2TextPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r   Y  r   z#Speech2TextPreTrainedModel.__init__Nr   r   r   r   r   r   V  r   r   c                   @   r   )Speech2Text2ForCausalLMr   c                 O   r   r   r	   r
   r   r   r   r   `  r   z Speech2Text2ForCausalLM.__init__Nr   r   r   r   r   r  ]  r   r  c                   @   r   )Speech2Text2PreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r   g  r   z$Speech2Text2PreTrainedModel.__init__Nr   r   r   r   r   r  d  r   r  c                   @   r   )SpeechT5ForSpeechToSpeechr   c                 O   r   r   r	   r
   r   r   r   r   q  r   z"SpeechT5ForSpeechToSpeech.__init__Nr   r   r   r   r   r  n  r   r  c                   @   r   )SpeechT5ForSpeechToTextr   c                 O   r   r   r	   r
   r   r   r   r   x  r   z SpeechT5ForSpeechToText.__init__Nr   r   r   r   r   r  u  r   r  c                   @   r   )SpeechT5ForTextToSpeechr   c                 O   r   r   r	   r
   r   r   r   r     r   z SpeechT5ForTextToSpeech.__init__Nr   r   r   r   r   r  |  r   r  c                   @   r   )SpeechT5HifiGanr   c                 O   r   r   r	   r
   r   r   r   r     r   zSpeechT5HifiGan.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )SpeechT5Modelr   c                 O   r   r   r	   r
   r   r   r   r     r   zSpeechT5Model.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )SpeechT5PreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r     r   z SpeechT5PreTrainedModel.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )SplinterForPreTrainingr   c                 O   r   r   r	   r
   r   r   r   r     r   zSplinterForPreTraining.__init__Nr   r   r   r   r   r	    r   r	  c                   @   r   )SplinterForQuestionAnsweringr   c                 O   r   r   r	   r
   r   r   r   r     r   z%SplinterForQuestionAnswering.__init__Nr   r   r   r   r   r
    r   r
  c                   @   r   )SplinterLayerr   c                 O   r   r   r	   r
   r   r   r   r     r   zSplinterLayer.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )SplinterModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zSplinterModel.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )SplinterPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r     r   z SplinterPreTrainedModel.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )SqueezeBertForMaskedLMr   c                 O   r   r   r	   r
   r   r   r   r     r   zSqueezeBertForMaskedLM.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )SqueezeBertForMultipleChoicer   c                 O   r   r   r	   r
   r   r   r   r     r   z%SqueezeBertForMultipleChoice.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )SqueezeBertForQuestionAnsweringr   c                 O   r   r   r	   r
   r   r   r   r     r   z(SqueezeBertForQuestionAnswering.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )$SqueezeBertForSequenceClassificationr   c                 O   r   r   r	   r
   r   r   r   r     r   z-SqueezeBertForSequenceClassification.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )!SqueezeBertForTokenClassificationr   c                 O   r   r   r	   r
   r   r   r   r     r   z*SqueezeBertForTokenClassification.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )SqueezeBertModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zSqueezeBertModel.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )SqueezeBertModuler   c                 O   r   r   r	   r
   r   r   r   r     r   zSqueezeBertModule.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )SqueezeBertPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r     r   z#SqueezeBertPreTrainedModel.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )!SwiftFormerForImageClassificationr   c                 O   r   r   r	   r
   r   r   r   r     r   z*SwiftFormerForImageClassification.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )SwiftFormerModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zSwiftFormerModel.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )SwiftFormerPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r     r   z#SwiftFormerPreTrainedModel.__init__Nr   r   r   r   r   r  
  r   r  c                   @   r   )SwinBackboner   c                 O   r   r   r	   r
   r   r   r   r     r   zSwinBackbone.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )SwinForImageClassificationr   c                 O   r   r   r	   r
   r   r   r   r     r   z#SwinForImageClassification.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )SwinForMaskedImageModelingr   c                 O   r   r   r	   r
   r   r   r   r   %  r   z#SwinForMaskedImageModeling.__init__Nr   r   r   r   r   r  "  r   r  c                   @   r   )	SwinModelr   c                 O   r   r   r	   r
   r   r   r   r   ,  r   zSwinModel.__init__Nr   r   r   r   r   r  )  r   r  c                   @   r   )SwinPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r   3  r   zSwinPreTrainedModel.__init__Nr   r   r   r   r   r  0  r   r  c                   @   r   )Swin2SRForImageSuperResolutionr   c                 O   r   r   r	   r
   r   r   r   r   =  r   z'Swin2SRForImageSuperResolution.__init__Nr   r   r   r   r   r  :  r   r  c                   @   r   )Swin2SRModelr   c                 O   r   r   r	   r
   r   r   r   r   D  r   zSwin2SRModel.__init__Nr   r   r   r   r   r  A  r   r  c                   @   r   )Swin2SRPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r   K  r   zSwin2SRPreTrainedModel.__init__Nr   r   r   r   r   r   H  r   r   c                   @   r   )Swinv2ForImageClassificationr   c                 O   r   r   r	   r
   r   r   r   r   U  r   z%Swinv2ForImageClassification.__init__Nr   r   r   r   r   r!  R  r   r!  c                   @   r   )Swinv2ForMaskedImageModelingr   c                 O   r   r   r	   r
   r   r   r   r   \  r   z%Swinv2ForMaskedImageModeling.__init__Nr   r   r   r   r   r"  Y  r   r"  c                   @   r   )Swinv2Modelr   c                 O   r   r   r	   r
   r   r   r   r   c  r   zSwinv2Model.__init__Nr   r   r   r   r   r#  `  r   r#  c                   @   r   )Swinv2PreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r   j  r   zSwinv2PreTrainedModel.__init__Nr   r   r   r   r   r$  g  r   r$  c                   @   r   )SwitchTransformersEncoderModelr   c                 O   r   r   r	   r
   r   r   r   r   t  r   z'SwitchTransformersEncoderModel.__init__Nr   r   r   r   r   r%  q  r   r%  c                   @   r   )*SwitchTransformersForConditionalGenerationr   c                 O   r   r   r	   r
   r   r   r   r   {  r   z3SwitchTransformersForConditionalGeneration.__init__Nr   r   r   r   r   r&  x  r   r&  c                   @   r   )SwitchTransformersModelr   c                 O   r   r   r	   r
   r   r   r   r     r   z SwitchTransformersModel.__init__Nr   r   r   r   r   r'    r   r'  c                   @   r   )!SwitchTransformersPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r     r   z*SwitchTransformersPreTrainedModel.__init__Nr   r   r   r   r   r(    r   r(  c                   @   r   )SwitchTransformersSparseMLPr   c                 O   r   r   r	   r
   r   r   r   r     r   z$SwitchTransformersSparseMLP.__init__Nr   r   r   r   r   r)    r   r)  c                   @   r   )SwitchTransformersTop1Routerr   c                 O   r   r   r	   r
   r   r   r   r     r   z%SwitchTransformersTop1Router.__init__Nr   r   r   r   r   r*    r   r*  c                   @   r   )T5EncoderModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zT5EncoderModel.__init__Nr   r   r   r   r   r+    r   r+  c                   @   r   )T5ForConditionalGenerationr   c                 O   r   r   r	   r
   r   r   r   r     r   z#T5ForConditionalGeneration.__init__Nr   r   r   r   r   r,    r   r,  c                   @   r   )T5ForQuestionAnsweringr   c                 O   r   r   r	   r
   r   r   r   r     r   zT5ForQuestionAnswering.__init__Nr   r   r   r   r   r-    r   r-  c                   @   r   )T5ForSequenceClassificationr   c                 O   r   r   r	   r
   r   r   r   r     r   z$T5ForSequenceClassification.__init__Nr   r   r   r   r   r.    r   r.  c                   @   r   )T5Modelr   c                 O   r   r   r	   r
   r   r   r   r     r   zT5Model.__init__Nr   r   r   r   r   r/    r   r/  c                   @   r   )T5PreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zT5PreTrainedModel.__init__Nr   r   r   r   r   r0    r   r0  c                  O   rQ   r   )r   load_tf_weights_in_t5rS   r   r   r   r1    r   r1  c                   @   r   )"TableTransformerForObjectDetectionr   c                 O   r   r   r	   r
   r   r   r   r     r   z+TableTransformerForObjectDetection.__init__Nr   r   r   r   r   r2    r   r2  c                   @   r   )TableTransformerModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zTableTransformerModel.__init__Nr   r   r   r   r   r3    r   r3  c                   @   r   )TableTransformerPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r     r   z(TableTransformerPreTrainedModel.__init__Nr   r   r   r   r   r4    r   r4  c                   @   r   )TapasForMaskedLMr   c                 O   r   r   r	   r
   r   r   r   r     r   zTapasForMaskedLM.__init__Nr   r   r   r   r   r5    r   r5  c                   @   r   )TapasForQuestionAnsweringr   c                 O   r   r   r	   r
   r   r   r   r     r   z"TapasForQuestionAnswering.__init__Nr   r   r   r   r   r6    r   r6  c                   @   r   )TapasForSequenceClassificationr   c                 O   r   r   r	   r
   r   r   r   r     r   z'TapasForSequenceClassification.__init__Nr   r   r   r   r   r7    r   r7  c                   @   r   )
TapasModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zTapasModel.__init__Nr   r   r   r   r   r8    r   r8  c                   @   r   )TapasPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zTapasPreTrainedModel.__init__Nr   r   r   r   r   r9    r   r9  c                  O   rQ   r   )r   load_tf_weights_in_tapasrS   r   r   r   r:  
  r   r:  c                   @   r   )"TimeSeriesTransformerForPredictionr   c                 O   r   r   r	   r
   r   r   r   r     r   z+TimeSeriesTransformerForPrediction.__init__Nr   r   r   r   r   r;    r   r;  c                   @   r   )TimeSeriesTransformerModelr   c                 O   r   r   r	   r
   r   r   r   r     r   z#TimeSeriesTransformerModel.__init__Nr   r   r   r   r   r<    r   r<  c                   @   r   )$TimeSeriesTransformerPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r   "  r   z-TimeSeriesTransformerPreTrainedModel.__init__Nr   r   r   r   r   r=    r   r=  c                   @   r   )!TimesformerForVideoClassificationr   c                 O   r   r   r	   r
   r   r   r   r   ,  r   z*TimesformerForVideoClassification.__init__Nr   r   r   r   r   r>  )  r   r>  c                   @   r   )TimesformerModelr   c                 O   r   r   r	   r
   r   r   r   r   3  r   zTimesformerModel.__init__Nr   r   r   r   r   r?  0  r   r?  c                   @   r   )TimesformerPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r   :  r   z#TimesformerPreTrainedModel.__init__Nr   r   r   r   r   r@  7  r   r@  c                   @   r   )TimmBackboner   c                 O   r   r   r	   r
   r   r   r   r   A  r   zTimmBackbone.__init__Nr   r   r   r   r   rA  >  r   rA  c                   @   r   )TrOCRForCausalLMr   c                 O   r   r   r	   r
   r   r   r   r   K  r   zTrOCRForCausalLM.__init__Nr   r   r   r   r   rB  H  r   rB  c                   @   r   )TrOCRPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r   R  r   zTrOCRPreTrainedModel.__init__Nr   r   r   r   r   rC  O  r   rC  c                   @   r   ) TvltForAudioVisualClassificationr   c                 O   r   r   r	   r
   r   r   r   r   \  r   z)TvltForAudioVisualClassification.__init__Nr   r   r   r   r   rD  Y  r   rD  c                   @   r   )TvltForPreTrainingr   c                 O   r   r   r	   r
   r   r   r   r   c  r   zTvltForPreTraining.__init__Nr   r   r   r   r   rE  `  r   rE  c                   @   r   )	TvltModelr   c                 O   r   r   r	   r
   r   r   r   r   j  r   zTvltModel.__init__Nr   r   r   r   r   rF  g  r   rF  c                   @   r   )TvltPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r   q  r   zTvltPreTrainedModel.__init__Nr   r   r   r   r   rG  n  r   rG  c                   @   r   )TvpForVideoGroundingr   c                 O   r   r   r	   r
   r   r   r   r   {  r   zTvpForVideoGrounding.__init__Nr   r   r   r   r   rH  x  r   rH  c                   @   r   )TvpModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zTvpModel.__init__Nr   r   r   r   r   rI    r   rI  c                   @   r   )TvpPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zTvpPreTrainedModel.__init__Nr   r   r   r   r   rJ    r   rJ  c                   @   r   )UMT5EncoderModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zUMT5EncoderModel.__init__Nr   r   r   r   r   rK    r   rK  c                   @   r   )UMT5ForConditionalGenerationr   c                 O   r   r   r	   r
   r   r   r   r     r   z%UMT5ForConditionalGeneration.__init__Nr   r   r   r   r   rL    r   rL  c                   @   r   )UMT5ForQuestionAnsweringr   c                 O   r   r   r	   r
   r   r   r   r     r   z!UMT5ForQuestionAnswering.__init__Nr   r   r   r   r   rM    r   rM  c                   @   r   )UMT5ForSequenceClassificationr   c                 O   r   r   r	   r
   r   r   r   r     r   z&UMT5ForSequenceClassification.__init__Nr   r   r   r   r   rN    r   rN  c                   @   r   )	UMT5Modelr   c                 O   r   r   r	   r
   r   r   r   r     r   zUMT5Model.__init__Nr   r   r   r   r   rO    r   rO  c                   @   r   )UMT5PreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zUMT5PreTrainedModel.__init__Nr   r   r   r   r   rP    r   rP  c                   @   r   )UniSpeechForCTCr   c                 O   r   r   r	   r
   r   r   r   r     r   zUniSpeechForCTC.__init__Nr   r   r   r   r   rQ    r   rQ  c                   @   r   )UniSpeechForPreTrainingr   c                 O   r   r   r	   r
   r   r   r   r     r   z UniSpeechForPreTraining.__init__Nr   r   r   r   r   rR    r   rR  c                   @   r   )"UniSpeechForSequenceClassificationr   c                 O   r   r   r	   r
   r   r   r   r     r   z+UniSpeechForSequenceClassification.__init__Nr   r   r   r   r   rS    r   rS  c                   @   r   )UniSpeechModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zUniSpeechModel.__init__Nr   r   r   r   r   rT    r   rT  c                   @   r   )UniSpeechPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r     r   z!UniSpeechPreTrainedModel.__init__Nr   r   r   r   r   rU    r   rU  c                   @   r   )'UniSpeechSatForAudioFrameClassificationr   c                 O   r   r   r	   r
   r   r   r   r     r   z0UniSpeechSatForAudioFrameClassification.__init__Nr   r   r   r   r   rV    r   rV  c                   @   r   )UniSpeechSatForCTCr   c                 O   r   r   r	   r
   r   r   r   r     r   zUniSpeechSatForCTC.__init__Nr   r   r   r   r   rW    r   rW  c                   @   r   )UniSpeechSatForPreTrainingr   c                 O   r   r   r	   r
   r   r   r   r     r   z#UniSpeechSatForPreTraining.__init__Nr   r   r   r   r   rX    r   rX  c                   @   r   )%UniSpeechSatForSequenceClassificationr   c                 O   r   r   r	   r
   r   r   r   r     r   z.UniSpeechSatForSequenceClassification.__init__Nr   r   r   r   r   rY    r   rY  c                   @   r   )UniSpeechSatForXVectorr   c                 O   r   r   r	   r
   r   r   r   r     r   zUniSpeechSatForXVector.__init__Nr   r   r   r   r   rZ    r   rZ  c                   @   r   )UniSpeechSatModelr   c                 O   r   r   r	   r
   r   r   r   r      r   zUniSpeechSatModel.__init__Nr   r   r   r   r   r[     r   r[  c                   @   r   )UniSpeechSatPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r      r   z$UniSpeechSatPreTrainedModel.__init__Nr   r   r   r   r   r\  
   r   r\  c                   @   r   )UnivNetModelr   c                 O   r   r   r	   r
   r   r   r   r      r   zUnivNetModel.__init__Nr   r   r   r   r   r]     r   r]  c                   @   r   )UperNetForSemanticSegmentationr   c                 O   r   r   r	   r
   r   r   r   r      r   z'UperNetForSemanticSegmentation.__init__Nr   r   r   r   r   r^     r   r^  c                   @   r   )UperNetPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r   %   r   zUperNetPreTrainedModel.__init__Nr   r   r   r   r   r_  "   r   r_  c                   @   r   )VideoMAEForPreTrainingr   c                 O   r   r   r	   r
   r   r   r   r   /   r   zVideoMAEForPreTraining.__init__Nr   r   r   r   r   r`  ,   r   r`  c                   @   r   )VideoMAEForVideoClassificationr   c                 O   r   r   r	   r
   r   r   r   r   6   r   z'VideoMAEForVideoClassification.__init__Nr   r   r   r   r   ra  3   r   ra  c                   @   r   )VideoMAEModelr   c                 O   r   r   r	   r
   r   r   r   r   =   r   zVideoMAEModel.__init__Nr   r   r   r   r   rb  :   r   rb  c                   @   r   )VideoMAEPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r   D   r   z VideoMAEPreTrainedModel.__init__Nr   r   r   r   r   rc  A   r   rc  c                   @   r   )ViltForImageAndTextRetrievalr   c                 O   r   r   r	   r
   r   r   r   r   N   r   z%ViltForImageAndTextRetrieval.__init__Nr   r   r   r   r   rd  K   r   rd  c                   @   r   )"ViltForImagesAndTextClassificationr   c                 O   r   r   r	   r
   r   r   r   r   U   r   z+ViltForImagesAndTextClassification.__init__Nr   r   r   r   r   re  R   r   re  c                   @   r   )ViltForMaskedLMr   c                 O   r   r   r	   r
   r   r   r   r   \   r   zViltForMaskedLM.__init__Nr   r   r   r   r   rf  Y   r   rf  c                   @   r   )ViltForQuestionAnsweringr   c                 O   r   r   r	   r
   r   r   r   r   c   r   z!ViltForQuestionAnswering.__init__Nr   r   r   r   r   rg  `   r   rg  c                   @   r   )ViltForTokenClassificationr   c                 O   r   r   r	   r
   r   r   r   r   j   r   z#ViltForTokenClassification.__init__Nr   r   r   r   r   rh  g   r   rh  c                   @   r   )	ViltLayerr   c                 O   r   r   r	   r
   r   r   r   r   q   r   zViltLayer.__init__Nr   r   r   r   r   ri  n   r   ri  c                   @   r   )	ViltModelr   c                 O   r   r   r	   r
   r   r   r   r   x   r   zViltModel.__init__Nr   r   r   r   r   rj  u   r   rj  c                   @   r   )ViltPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r      r   zViltPreTrainedModel.__init__Nr   r   r   r   r   rk  |   r   rk  c                   @   r   )VisionEncoderDecoderModelr   c                 O   r   r   r	   r
   r   r   r   r      r   z"VisionEncoderDecoderModel.__init__Nr   r   r   r   r   rl     r   rl  c                   @   r   )VisionTextDualEncoderModelr   c                 O   r   r   r	   r
   r   r   r   r      r   z#VisionTextDualEncoderModel.__init__Nr   r   r   r   r   rm     r   rm  c                   @   r   )VisualBertForMultipleChoicer   c                 O   r   r   r	   r
   r   r   r   r      r   z$VisualBertForMultipleChoice.__init__Nr   r   r   r   r   rn     r   rn  c                   @   r   )VisualBertForPreTrainingr   c                 O   r   r   r	   r
   r   r   r   r      r   z!VisualBertForPreTraining.__init__Nr   r   r   r   r   ro     r   ro  c                   @   r   )VisualBertForQuestionAnsweringr   c                 O   r   r   r	   r
   r   r   r   r      r   z'VisualBertForQuestionAnswering.__init__Nr   r   r   r   r   rp     r   rp  c                   @   r   )$VisualBertForRegionToPhraseAlignmentr   c                 O   r   r   r	   r
   r   r   r   r      r   z-VisualBertForRegionToPhraseAlignment.__init__Nr   r   r   r   r   rq     r   rq  c                   @   r   )VisualBertForVisualReasoningr   c                 O   r   r   r	   r
   r   r   r   r      r   z%VisualBertForVisualReasoning.__init__Nr   r   r   r   r   rr     r   rr  c                   @   r   )VisualBertLayerr   c                 O   r   r   r	   r
   r   r   r   r      r   zVisualBertLayer.__init__Nr   r   r   r   r   rs     r   rs  c                   @   r   )VisualBertModelr   c                 O   r   r   r	   r
   r   r   r   r      r   zVisualBertModel.__init__Nr   r   r   r   r   rt     r   rt  c                   @   r   )VisualBertPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r      r   z"VisualBertPreTrainedModel.__init__Nr   r   r   r   r   ru     r   ru  c                   @   r   )ViTForImageClassificationr   c                 O   r   r   r	   r
   r   r   r   r      r   z"ViTForImageClassification.__init__Nr   r   r   r   r   rv     r   rv  c                   @   r   )ViTForMaskedImageModelingr   c                 O   r   r   r	   r
   r   r   r   r      r   z"ViTForMaskedImageModeling.__init__Nr   r   r   r   r   rw     r   rw  c                   @   r   )ViTModelr   c                 O   r   r   r	   r
   r   r   r   r      r   zViTModel.__init__Nr   r   r   r   r   rx     r   rx  c                   @   r   )ViTPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r      r   zViTPreTrainedModel.__init__Nr   r   r   r   r   ry     r   ry  c                   @   r   )ViTHybridForImageClassificationr   c                 O   r   r   r	   r
   r   r   r   r      r   z(ViTHybridForImageClassification.__init__Nr   r   r   r   r   rz     r   rz  c                   @   r   )ViTHybridModelr   c                 O   r   r   r	   r
   r   r   r   r      r   zViTHybridModel.__init__Nr   r   r   r   r   r{     r   r{  c                   @   r   )ViTHybridPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r      r   z!ViTHybridPreTrainedModel.__init__Nr   r   r   r   r   r|     r   r|  c                   @   r   )ViTMAEForPreTrainingr   c                 O   r   r   r	   r
   r   r   r   r   	!  r   zViTMAEForPreTraining.__init__Nr   r   r   r   r   r}  !  r   r}  c                   @   r   )ViTMAELayerr   c                 O   r   r   r	   r
   r   r   r   r   !  r   zViTMAELayer.__init__Nr   r   r   r   r   r~  !  r   r~  c                   @   r   )ViTMAEModelr   c                 O   r   r   r	   r
   r   r   r   r   !  r   zViTMAEModel.__init__Nr   r   r   r   r   r  !  r   r  c                   @   r   )ViTMAEPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r   !  r   zViTMAEPreTrainedModel.__init__Nr   r   r   r   r   r  !  r   r  c                   @   r   )ViTMSNForImageClassificationr   c                 O   r   r   r	   r
   r   r   r   r   (!  r   z%ViTMSNForImageClassification.__init__Nr   r   r   r   r   r  %!  r   r  c                   @   r   )ViTMSNModelr   c                 O   r   r   r	   r
   r   r   r   r   /!  r   zViTMSNModel.__init__Nr   r   r   r   r   r  ,!  r   r  c                   @   r   )ViTMSNPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r   6!  r   zViTMSNPreTrainedModel.__init__Nr   r   r   r   r   r  3!  r   r  c                   @   r   )VitDetBackboner   c                 O   r   r   r	   r
   r   r   r   r   @!  r   zVitDetBackbone.__init__Nr   r   r   r   r   r  =!  r   r  c                   @   r   )VitDetModelr   c                 O   r   r   r	   r
   r   r   r   r   G!  r   zVitDetModel.__init__Nr   r   r   r   r   r  D!  r   r  c                   @   r   )VitDetPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r   N!  r   zVitDetPreTrainedModel.__init__Nr   r   r   r   r   r  K!  r   r  c                   @   r   )VitMatteForImageMattingr   c                 O   r   r   r	   r
   r   r   r   r   X!  r   z VitMatteForImageMatting.__init__Nr   r   r   r   r   r  U!  r   r  c                   @   r   )VitMattePreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r   _!  r   z VitMattePreTrainedModel.__init__Nr   r   r   r   r   r  \!  r   r  c                   @   r   )	VitsModelr   c                 O   r   r   r	   r
   r   r   r   r   i!  r   zVitsModel.__init__Nr   r   r   r   r   r  f!  r   r  c                   @   r   )VitsPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r   p!  r   zVitsPreTrainedModel.__init__Nr   r   r   r   r   r  m!  r   r  c                   @   r   )VivitForVideoClassificationr   c                 O   r   r   r	   r
   r   r   r   r   z!  r   z$VivitForVideoClassification.__init__Nr   r   r   r   r   r  w!  r   r  c                   @   r   )
VivitModelr   c                 O   r   r   r	   r
   r   r   r   r   !  r   zVivitModel.__init__Nr   r   r   r   r   r  ~!  r   r  c                   @   r   )VivitPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r   !  r   zVivitPreTrainedModel.__init__Nr   r   r   r   r   r  !  r   r  c                   @   r   )#Wav2Vec2ForAudioFrameClassificationr   c                 O   r   r   r	   r
   r   r   r   r   !  r   z,Wav2Vec2ForAudioFrameClassification.__init__Nr   r   r   r   r   r  !  r   r  c                   @   r   )Wav2Vec2ForCTCr   c                 O   r   r   r	   r
   r   r   r   r   !  r   zWav2Vec2ForCTC.__init__Nr   r   r   r   r   r  !  r   r  c                   @   r   )Wav2Vec2ForMaskedLMr   c                 O   r   r   r	   r
   r   r   r   r   !  r   zWav2Vec2ForMaskedLM.__init__Nr   r   r   r   r   r  !  r   r  c                   @   r   )Wav2Vec2ForPreTrainingr   c                 O   r   r   r	   r
   r   r   r   r   !  r   zWav2Vec2ForPreTraining.__init__Nr   r   r   r   r   r  !  r   r  c                   @   r   )!Wav2Vec2ForSequenceClassificationr   c                 O   r   r   r	   r
   r   r   r   r   !  r   z*Wav2Vec2ForSequenceClassification.__init__Nr   r   r   r   r   r  !  r   r  c                   @   r   )Wav2Vec2ForXVectorr   c                 O   r   r   r	   r
   r   r   r   r   !  r   zWav2Vec2ForXVector.__init__Nr   r   r   r   r   r  !  r   r  c                   @   r   )Wav2Vec2Modelr   c                 O   r   r   r	   r
   r   r   r   r   !  r   zWav2Vec2Model.__init__Nr   r   r   r   r   r  !  r   r  c                   @   r   )Wav2Vec2PreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r   !  r   z Wav2Vec2PreTrainedModel.__init__Nr   r   r   r   r   r  !  r   r  c                   @   r   ),Wav2Vec2ConformerForAudioFrameClassificationr   c                 O   r   r   r	   r
   r   r   r   r   !  r   z5Wav2Vec2ConformerForAudioFrameClassification.__init__Nr   r   r   r   r   r  !  r   r  c                   @   r   )Wav2Vec2ConformerForCTCr   c                 O   r   r   r	   r
   r   r   r   r   !  r   z Wav2Vec2ConformerForCTC.__init__Nr   r   r   r   r   r  !  r   r  c                   @   r   )Wav2Vec2ConformerForPreTrainingr   c                 O   r   r   r	   r
   r   r   r   r   !  r   z(Wav2Vec2ConformerForPreTraining.__init__Nr   r   r   r   r   r  !  r   r  c                   @   r   )*Wav2Vec2ConformerForSequenceClassificationr   c                 O   r   r   r	   r
   r   r   r   r   !  r   z3Wav2Vec2ConformerForSequenceClassification.__init__Nr   r   r   r   r   r  !  r   r  c                   @   r   )Wav2Vec2ConformerForXVectorr   c                 O   r   r   r	   r
   r   r   r   r   !  r   z$Wav2Vec2ConformerForXVector.__init__Nr   r   r   r   r   r  !  r   r  c                   @   r   )Wav2Vec2ConformerModelr   c                 O   r   r   r	   r
   r   r   r   r   !  r   zWav2Vec2ConformerModel.__init__Nr   r   r   r   r   r  !  r   r  c                   @   r   ) Wav2Vec2ConformerPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r   !  r   z)Wav2Vec2ConformerPreTrainedModel.__init__Nr   r   r   r   r   r  !  r   r  c                   @   r   ) WavLMForAudioFrameClassificationr   c                 O   r   r   r	   r
   r   r   r   r   "  r   z)WavLMForAudioFrameClassification.__init__Nr   r   r   r   r   r  !  r   r  c                   @   r   )WavLMForCTCr   c                 O   r   r   r	   r
   r   r   r   r   "  r   zWavLMForCTC.__init__Nr   r   r   r   r   r  "  r   r  c                   @   r   )WavLMForSequenceClassificationr   c                 O   r   r   r	   r
   r   r   r   r   "  r   z'WavLMForSequenceClassification.__init__Nr   r   r   r   r   r  "  r   r  c                   @   r   )WavLMForXVectorr   c                 O   r   r   r	   r
   r   r   r   r   "  r   zWavLMForXVector.__init__Nr   r   r   r   r   r  "  r   r  c                   @   r   )
WavLMModelr   c                 O   r   r   r	   r
   r   r   r   r   "  r   zWavLMModel.__init__Nr   r   r   r   r   r  "  r   r  c                   @   r   )WavLMPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r   $"  r   zWavLMPreTrainedModel.__init__Nr   r   r   r   r   r  !"  r   r  c                   @   r   )WhisperForAudioClassificationr   c                 O   r   r   r	   r
   r   r   r   r   ."  r   z&WhisperForAudioClassification.__init__Nr   r   r   r   r   r  +"  r   r  c                   @   r   )WhisperForCausalLMr   c                 O   r   r   r	   r
   r   r   r   r   5"  r   zWhisperForCausalLM.__init__Nr   r   r   r   r   r  2"  r   r  c                   @   r   )WhisperForConditionalGenerationr   c                 O   r   r   r	   r
   r   r   r   r   <"  r   z(WhisperForConditionalGeneration.__init__Nr   r   r   r   r   r  9"  r   r  c                   @   r   )WhisperModelr   c                 O   r   r   r	   r
   r   r   r   r   C"  r   zWhisperModel.__init__Nr   r   r   r   r   r  @"  r   r  c                   @   r   )WhisperPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r   J"  r   zWhisperPreTrainedModel.__init__Nr   r   r   r   r   r  G"  r   r  c                   @   r   )
XCLIPModelr   c                 O   r   r   r	   r
   r   r   r   r   T"  r   zXCLIPModel.__init__Nr   r   r   r   r   r  Q"  r   r  c                   @   r   )XCLIPPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r   ["  r   zXCLIPPreTrainedModel.__init__Nr   r   r   r   r   r  X"  r   r  c                   @   r   )XCLIPTextModelr   c                 O   r   r   r	   r
   r   r   r   r   b"  r   zXCLIPTextModel.__init__Nr   r   r   r   r   r  _"  r   r  c                   @   r   )XCLIPVisionModelr   c                 O   r   r   r	   r
   r   r   r   r   i"  r   zXCLIPVisionModel.__init__Nr   r   r   r   r   r  f"  r   r  c                   @   r   )XGLMForCausalLMr   c                 O   r   r   r	   r
   r   r   r   r   s"  r   zXGLMForCausalLM.__init__Nr   r   r   r   r   r  p"  r   r  c                   @   r   )	XGLMModelr   c                 O   r   r   r	   r
   r   r   r   r   z"  r   zXGLMModel.__init__Nr   r   r   r   r   r  w"  r   r  c                   @   r   )XGLMPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r   "  r   zXGLMPreTrainedModel.__init__Nr   r   r   r   r   r  ~"  r   r  c                   @   r   )XLMForMultipleChoicer   c                 O   r   r   r	   r
   r   r   r   r   "  r   zXLMForMultipleChoice.__init__Nr   r   r   r   r   r  "  r   r  c                   @   r   )XLMForQuestionAnsweringr   c                 O   r   r   r	   r
   r   r   r   r   "  r   z XLMForQuestionAnswering.__init__Nr   r   r   r   r   r  "  r   r  c                   @   r   )XLMForQuestionAnsweringSimpler   c                 O   r   r   r	   r
   r   r   r   r   "  r   z&XLMForQuestionAnsweringSimple.__init__Nr   r   r   r   r   r  "  r   r  c                   @   r   )XLMForSequenceClassificationr   c                 O   r   r   r	   r
   r   r   r   r   "  r   z%XLMForSequenceClassification.__init__Nr   r   r   r   r   r  "  r   r  c                   @   r   )XLMForTokenClassificationr   c                 O   r   r   r	   r
   r   r   r   r   "  r   z"XLMForTokenClassification.__init__Nr   r   r   r   r   r  "  r   r  c                   @   r   )XLMModelr   c                 O   r   r   r	   r
   r   r   r   r   "  r   zXLMModel.__init__Nr   r   r   r   r   r  "  r   r  c                   @   r   )XLMPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r   "  r   zXLMPreTrainedModel.__init__Nr   r   r   r   r   r  "  r   r  c                   @   r   )XLMWithLMHeadModelr   c                 O   r   r   r	   r
   r   r   r   r   "  r   zXLMWithLMHeadModel.__init__Nr   r   r   r   r   r  "  r   r  c                   @   r   )XLMProphetNetDecoderr   c                 O   r   r   r	   r
   r   r   r   r   "  r   zXLMProphetNetDecoder.__init__Nr   r   r   r   r   r  "  r   r  c                   @   r   )XLMProphetNetEncoderr   c                 O   r   r   r	   r
   r   r   r   r   "  r   zXLMProphetNetEncoder.__init__Nr   r   r   r   r   r  "  r   r  c                   @   r   )XLMProphetNetForCausalLMr   c                 O   r   r   r	   r
   r   r   r   r   "  r   z!XLMProphetNetForCausalLM.__init__Nr   r   r   r   r   r  "  r   r  c                   @   r   )%XLMProphetNetForConditionalGenerationr   c                 O   r   r   r	   r
   r   r   r   r   "  r   z.XLMProphetNetForConditionalGeneration.__init__Nr   r   r   r   r   r  "  r   r  c                   @   r   )XLMProphetNetModelr   c                 O   r   r   r	   r
   r   r   r   r   "  r   zXLMProphetNetModel.__init__Nr   r   r   r   r   r  "  r   r  c                   @   r   )XLMProphetNetPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r   "  r   z%XLMProphetNetPreTrainedModel.__init__Nr   r   r   r   r   r  "  r   r  c                   @   r   )XLMRobertaForCausalLMr   c                 O   r   r   r	   r
   r   r   r   r   "  r   zXLMRobertaForCausalLM.__init__Nr   r   r   r   r   r  "  r   r  c                   @   r   )XLMRobertaForMaskedLMr   c                 O   r   r   r	   r
   r   r   r   r   "  r   zXLMRobertaForMaskedLM.__init__Nr   r   r   r   r   r  "  r   r  c                   @   r   )XLMRobertaForMultipleChoicer   c                 O   r   r   r	   r
   r   r   r   r   #  r   z$XLMRobertaForMultipleChoice.__init__Nr   r   r   r   r   r  "  r   r  c                   @   r   )XLMRobertaForQuestionAnsweringr   c                 O   r   r   r	   r
   r   r   r   r   #  r   z'XLMRobertaForQuestionAnswering.__init__Nr   r   r   r   r   r  #  r   r  c                   @   r   )#XLMRobertaForSequenceClassificationr   c                 O   r   r   r	   r
   r   r   r   r   #  r   z,XLMRobertaForSequenceClassification.__init__Nr   r   r   r   r   r  #  r   r  c                   @   r   ) XLMRobertaForTokenClassificationr   c                 O   r   r   r	   r
   r   r   r   r   #  r   z)XLMRobertaForTokenClassification.__init__Nr   r   r   r   r   r  #  r   r  c                   @   r   )XLMRobertaModelr   c                 O   r   r   r	   r
   r   r   r   r   #  r   zXLMRobertaModel.__init__Nr   r   r   r   r   r  #  r   r  c                   @   r   )XLMRobertaPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r   $#  r   z"XLMRobertaPreTrainedModel.__init__Nr   r   r   r   r   r  !#  r   r  c                   @   r   )XLMRobertaXLForCausalLMr   c                 O   r   r   r	   r
   r   r   r   r   .#  r   z XLMRobertaXLForCausalLM.__init__Nr   r   r   r   r   r  +#  r   r  c                   @   r   )XLMRobertaXLForMaskedLMr   c                 O   r   r   r	   r
   r   r   r   r   5#  r   z XLMRobertaXLForMaskedLM.__init__Nr   r   r   r   r   r  2#  r   r  c                   @   r   )XLMRobertaXLForMultipleChoicer   c                 O   r   r   r	   r
   r   r   r   r   <#  r   z&XLMRobertaXLForMultipleChoice.__init__Nr   r   r   r   r   r  9#  r   r  c                   @   r   ) XLMRobertaXLForQuestionAnsweringr   c                 O   r   r   r	   r
   r   r   r   r   C#  r   z)XLMRobertaXLForQuestionAnswering.__init__Nr   r   r   r   r   r  @#  r   r  c                   @   r   )%XLMRobertaXLForSequenceClassificationr   c                 O   r   r   r	   r
   r   r   r   r   J#  r   z.XLMRobertaXLForSequenceClassification.__init__Nr   r   r   r   r   r  G#  r   r  c                   @   r   )"XLMRobertaXLForTokenClassificationr   c                 O   r   r   r	   r
   r   r   r   r   Q#  r   z+XLMRobertaXLForTokenClassification.__init__Nr   r   r   r   r   r  N#  r   r  c                   @   r   )XLMRobertaXLModelr   c                 O   r   r   r	   r
   r   r   r   r   X#  r   zXLMRobertaXLModel.__init__Nr   r   r   r   r   r  U#  r   r  c                   @   r   )XLMRobertaXLPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r   _#  r   z$XLMRobertaXLPreTrainedModel.__init__Nr   r   r   r   r   r  \#  r   r  c                   @   r   )XLNetForMultipleChoicer   c                 O   r   r   r	   r
   r   r   r   r   i#  r   zXLNetForMultipleChoice.__init__Nr   r   r   r   r   r  f#  r   r  c                   @   r   )XLNetForQuestionAnsweringr   c                 O   r   r   r	   r
   r   r   r   r   p#  r   z"XLNetForQuestionAnswering.__init__Nr   r   r   r   r   r  m#  r   r  c                   @   r   )XLNetForQuestionAnsweringSimpler   c                 O   r   r   r	   r
   r   r   r   r   w#  r   z(XLNetForQuestionAnsweringSimple.__init__Nr   r   r   r   r   r  t#  r   r  c                   @   r   )XLNetForSequenceClassificationr   c                 O   r   r   r	   r
   r   r   r   r   ~#  r   z'XLNetForSequenceClassification.__init__Nr   r   r   r   r   r  {#  r   r  c                   @   r   )XLNetForTokenClassificationr   c                 O   r   r   r	   r
   r   r   r   r   #  r   z$XLNetForTokenClassification.__init__Nr   r   r   r   r   r  #  r   r  c                   @   r   )XLNetLMHeadModelr   c                 O   r   r   r	   r
   r   r   r   r   #  r   zXLNetLMHeadModel.__init__Nr   r   r   r   r   r  #  r   r  c                   @   r   )
XLNetModelr   c                 O   r   r   r	   r
   r   r   r   r   #  r   zXLNetModel.__init__Nr   r   r   r   r   r  #  r   r  c                   @   r   )XLNetPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r   #  r   zXLNetPreTrainedModel.__init__Nr   r   r   r   r   r  #  r   r  c                  O   rQ   r   )r   load_tf_weights_in_xlnetrS   r   r   r   r  #  r   r  c                   @   r   )XmodForCausalLMr   c                 O   r   r   r	   r
   r   r   r   r   #  r   zXmodForCausalLM.__init__Nr   r   r   r   r   r  #  r   r  c                   @   r   )XmodForMaskedLMr   c                 O   r   r   r	   r
   r   r   r   r   #  r   zXmodForMaskedLM.__init__Nr   r   r   r   r   r  #  r   r  c                   @   r   )XmodForMultipleChoicer   c                 O   r   r   r	   r
   r   r   r   r   #  r   zXmodForMultipleChoice.__init__Nr   r   r   r   r   r  #  r   r  c                   @   r   )XmodForQuestionAnsweringr   c                 O   r   r   r	   r
   r   r   r   r   #  r   z!XmodForQuestionAnswering.__init__Nr   r   r   r   r   r  #  r   r  c                   @   r   )XmodForSequenceClassificationr   c                 O   r   r   r	   r
   r   r   r   r   #  r   z&XmodForSequenceClassification.__init__Nr   r   r   r   r   r  #  r   r  c                   @   r   )XmodForTokenClassificationr   c                 O   r   r   r	   r
   r   r   r   r   #  r   z#XmodForTokenClassification.__init__Nr   r   r   r   r   r  #  r   r  c                   @   r   )	XmodModelr   c                 O   r   r   r	   r
   r   r   r   r   #  r   zXmodModel.__init__Nr   r   r   r   r   r  #  r   r  c                   @   r   )XmodPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r   #  r   zXmodPreTrainedModel.__init__Nr   r   r   r   r   r  #  r   r  c                   @   r   )YolosForObjectDetectionr   c                 O   r   r   r	   r
   r   r   r   r   #  r   z YolosForObjectDetection.__init__Nr   r   r   r   r   r  #  r   r  c                   @   r   )
YolosModelr   c                 O   r   r   r	   r
   r   r   r   r   #  r   zYolosModel.__init__Nr   r   r   r   r   r  #  r   r  c                   @   r   )YolosPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r   #  r   zYolosPreTrainedModel.__init__Nr   r   r   r   r   r  #  r   r  c                   @   r   )YosoForMaskedLMr   c                 O   r   r   r	   r
   r   r   r   r   #  r   zYosoForMaskedLM.__init__Nr   r   r   r   r   r  #  r   r  c                   @   r   )YosoForMultipleChoicer   c                 O   r   r   r	   r
   r   r   r   r   $  r   zYosoForMultipleChoice.__init__Nr   r   r   r   r   r  #  r   r  c                   @   r   )YosoForQuestionAnsweringr   c                 O   r   r   r	   r
   r   r   r   r   	$  r   z!YosoForQuestionAnswering.__init__Nr   r   r   r   r   r  $  r   r  c                   @   r   )YosoForSequenceClassificationr   c                 O   r   r   r	   r
   r   r   r   r   $  r   z&YosoForSequenceClassification.__init__Nr   r   r   r   r   r  $  r   r  c                   @   r   )YosoForTokenClassificationr   c                 O   r   r   r	   r
   r   r   r   r   $  r   z#YosoForTokenClassification.__init__Nr   r   r   r   r   r  $  r   r  c                   @   r   )	YosoLayerr   c                 O   r   r   r	   r
   r   r   r   r   $  r   zYosoLayer.__init__Nr   r   r   r   r   r  $  r   r  c                   @   r   )	YosoModelr   c                 O   r   r   r	   r
   r   r   r   r   %$  r   zYosoModel.__init__Nr   r   r   r   r   r  "$  r   r  c                   @   r   )YosoPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r   ,$  r   zYosoPreTrainedModel.__init__Nr   r   r   r   r   r  )$  r   r  c                   @   r   )	Adafactorr   c                 O   r   r   r	   r
   r   r   r   r   3$  r   zAdafactor.__init__Nr   r   r   r   r   r  0$  r   r  c                   @   r   )AdamWr   c                 O   r   r   r	   r
   r   r   r   r   :$  r   zAdamW.__init__Nr   r   r   r   r   r  7$  r   r  c                  O   rQ   r   )r   get_constant_schedulerS   r   r   r   r  >$  r   r  c                  O   rQ   r   )r   !get_constant_schedule_with_warmuprS   r   r   r   r  B$  r   r  c                  O   rQ   r   )r   get_cosine_schedule_with_warmuprS   r   r   r   r  F$  r   r  c                  O   rQ   r   )r   2get_cosine_with_hard_restarts_schedule_with_warmuprS   r   r   r   r  J$  r   r  c                  O   rQ   r   )r   get_inverse_sqrt_schedulerS   r   r   r   r  N$  r   r  c                  O   rQ   r   )r   get_linear_schedule_with_warmuprS   r   r   r   r  R$  r   r  c                  O   rQ   r   )r   )get_polynomial_decay_schedule_with_warmuprS   r   r   r   r  V$  r   r  c                  O   rQ   r   )r   get_schedulerrS   r   r   r   r  Z$  r   r  c                   @   r   )Conv1Dr   c                 O   r   r   r	   r
   r   r   r   r   a$  r   zConv1D.__init__Nr   r   r   r   r   r  ^$  r   r  c                  O   rQ   r   )r   apply_chunking_to_forwardrS   r   r   r   r  e$  r   r  c                  O   rQ   r   )r   prune_layerrS   r   r   r   r  i$  r   r  c                   @   r   )Trainerr   c                 O   r   r   r	   r
   r   r   r   r   p$  r   zTrainer.__init__Nr   r   r   r   r   r  m$  r   r  c                  O   rQ   r   )r   torch_distributed_zero_firstrS   r   r   r   r  t$  r   r  c                   @   r   )Seq2SeqTrainerr   c                 O   r   r   r	   r
   r   r   r   r   {$  r   zSeq2SeqTrainer.__init__Nr   r   r   r   r   r  x$  r   r  (  utilsr   r   r   r   r   r   r   r   r   r   r    r!   r"   r#   r$   r%   r&   r'   r(   r)   r*   r+   r,   r-   r.   r/   r0   r1   r2   r3   r4   r5   r6   r7   r8   r9   r:   r;   r<   r=   r>   r?   r@   rA   rB   rC   rD   rE   rF   rG   rH   rI   rJ   rK   rL   rM   rN   rO   rP   rR   rT   $ALBERT_PRETRAINED_MODEL_ARCHIVE_LISTrU   rV   rW   rX   rY   rZ   r[   r\   r]   #ALIGN_PRETRAINED_MODEL_ARCHIVE_LISTr^   r_   r`   ra   %ALTCLIP_PRETRAINED_MODEL_ARCHIVE_LISTrb   rc   rd   re   ;AUDIO_SPECTROGRAM_TRANSFORMER_PRETRAINED_MODEL_ARCHIVE_LISTrf   rg   rh   &MODEL_FOR_AUDIO_CLASSIFICATION_MAPPING,MODEL_FOR_AUDIO_FRAME_CLASSIFICATION_MAPPINGMODEL_FOR_AUDIO_XVECTOR_MAPPINGMODEL_FOR_BACKBONE_MAPPING'MODEL_FOR_CAUSAL_IMAGE_MODELING_MAPPINGMODEL_FOR_CAUSAL_LM_MAPPINGMODEL_FOR_CTC_MAPPING"MODEL_FOR_DEPTH_ESTIMATION_MAPPING-MODEL_FOR_DOCUMENT_QUESTION_ANSWERING_MAPPING&MODEL_FOR_IMAGE_CLASSIFICATION_MAPPING$MODEL_FOR_IMAGE_SEGMENTATION_MAPPING MODEL_FOR_IMAGE_TO_IMAGE_MAPPING'MODEL_FOR_INSTANCE_SEGMENTATION_MAPPING!MODEL_FOR_MASK_GENERATION_MAPPING'MODEL_FOR_MASKED_IMAGE_MODELING_MAPPINGMODEL_FOR_MASKED_LM_MAPPING!MODEL_FOR_MULTIPLE_CHOICE_MAPPING*MODEL_FOR_NEXT_SENTENCE_PREDICTION_MAPPING"MODEL_FOR_OBJECT_DETECTION_MAPPINGMODEL_FOR_PRETRAINING_MAPPING$MODEL_FOR_QUESTION_ANSWERING_MAPPING'MODEL_FOR_SEMANTIC_SEGMENTATION_MAPPING&MODEL_FOR_SEQ_TO_SEQ_CAUSAL_LM_MAPPING)MODEL_FOR_SEQUENCE_CLASSIFICATION_MAPPING"MODEL_FOR_SPEECH_SEQ_2_SEQ_MAPPING*MODEL_FOR_TABLE_QUESTION_ANSWERING_MAPPINGMODEL_FOR_TEXT_ENCODING_MAPPING%MODEL_FOR_TEXT_TO_SPECTROGRAM_MAPPING"MODEL_FOR_TEXT_TO_WAVEFORM_MAPPING,MODEL_FOR_TIME_SERIES_CLASSIFICATION_MAPPING(MODEL_FOR_TIME_SERIES_REGRESSION_MAPPING&MODEL_FOR_TOKEN_CLASSIFICATION_MAPPING(MODEL_FOR_UNIVERSAL_SEGMENTATION_MAPPING&MODEL_FOR_VIDEO_CLASSIFICATION_MAPPINGMODEL_FOR_VISION_2_SEQ_MAPPING+MODEL_FOR_VISUAL_QUESTION_ANSWERING_MAPPING0MODEL_FOR_ZERO_SHOT_IMAGE_CLASSIFICATION_MAPPING,MODEL_FOR_ZERO_SHOT_OBJECT_DETECTION_MAPPINGMODEL_MAPPINGMODEL_WITH_LM_HEAD_MAPPINGri   rj   rk   rl   rm   rn   ro   rp   rq   rr   rs   rt   ru   rv   rw   rx   ry   rz   r{   r|   r}   r~   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   (AUTOFORMER_PRETRAINED_MODEL_ARCHIVE_LISTr   r   r   "BARK_PRETRAINED_MODEL_ARCHIVE_LISTr   r   r   r   r   r   "BART_PRETRAINED_MODEL_ARCHIVE_LISTr   r   r   r   r   r   r   r   "BEIT_PRETRAINED_MODEL_ARCHIVE_LISTr   r   r   r   r   r   "BERT_PRETRAINED_MODEL_ARCHIVE_LISTr   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   &BIG_BIRD_PRETRAINED_MODEL_ARCHIVE_LISTr   r   r   r   r   r   r   r   r   r   r   -BIGBIRD_PEGASUS_PRETRAINED_MODEL_ARCHIVE_LISTr   r   r   r   r   r   $BIOGPT_PRETRAINED_MODEL_ARCHIVE_LISTr   r   r   r   r   !BIT_PRETRAINED_MODEL_ARCHIVE_LISTr   r   r   r   (BLENDERBOT_PRETRAINED_MODEL_ARCHIVE_LISTr   r   r   r   .BLENDERBOT_SMALL_PRETRAINED_MODEL_ARCHIVE_LISTr   r   r   r   "BLIP_PRETRAINED_MODEL_ARCHIVE_LISTr   r   r   r   r   r   r   $BLIP_2_PRETRAINED_MODEL_ARCHIVE_LISTr   r   r   r   r   #BLOOM_PRETRAINED_MODEL_ARCHIVE_LISTr   r   r   r   r   r   )BRIDGETOWER_PRETRAINED_MODEL_ARCHIVE_LISTr   r   r   r   r   "BROS_PRETRAINED_MODEL_ARCHIVE_LISTr   r   r   r   r   r   'CAMEMBERT_PRETRAINED_MODEL_ARCHIVE_LISTr   r   r   r   r   r   r   r   $CANINE_PRETRAINED_MODEL_ARCHIVE_LISTr   r   r   r   r   r  r  r  *CHINESE_CLIP_PRETRAINED_MODEL_ARCHIVE_LISTr  r  r  r  "CLAP_PRETRAINED_MODEL_ARCHIVE_LISTr  r	  r
  r  r  r  r  "CLIP_PRETRAINED_MODEL_ARCHIVE_LISTr  r  r  r  r  r  %CLIPSEG_PRETRAINED_MODEL_ARCHIVE_LISTr  r  r  r  r  "CLVP_PRETRAINED_MODEL_ARCHIVE_LISTr  r  r  r  r  r  %CODEGEN_PRETRAINED_MODEL_ARCHIVE_LISTr   r!  r"  .CONDITIONAL_DETR_PRETRAINED_MODEL_ARCHIVE_LISTr#  r$  r%  r&  &CONVBERT_PRETRAINED_MODEL_ARCHIVE_LISTr'  r(  r)  r*  r+  r,  r-  r.  r/  &CONVNEXT_PRETRAINED_MODEL_ARCHIVE_LISTr0  r1  r2  r3  (CONVNEXTV2_PRETRAINED_MODEL_ARCHIVE_LISTr4  r5  r6  r7  $CPMANT_PRETRAINED_MODEL_ARCHIVE_LISTr8  r9  r:  "CTRL_PRETRAINED_MODEL_ARCHIVE_LISTr;  r<  r=  r>  !CVT_PRETRAINED_MODEL_ARCHIVE_LISTr?  r@  rA  ,DATA2VEC_AUDIO_PRETRAINED_MODEL_ARCHIVE_LIST+DATA2VEC_TEXT_PRETRAINED_MODEL_ARCHIVE_LIST-DATA2VEC_VISION_PRETRAINED_MODEL_ARCHIVE_LISTrB  rC  rD  rE  rF  rG  rH  rI  rJ  rK  rL  rM  rN  rO  rP  rQ  rR  rS  %DEBERTA_PRETRAINED_MODEL_ARCHIVE_LISTrT  rU  rV  rW  rX  rY  (DEBERTA_V2_PRETRAINED_MODEL_ARCHIVE_LISTrZ  r[  r\  r]  r^  r_  r`  2DECISION_TRANSFORMER_PRETRAINED_MODEL_ARCHIVE_LISTra  rb  rc  rd  -DEFORMABLE_DETR_PRETRAINED_MODEL_ARCHIVE_LISTre  rf  rg  "DEIT_PRETRAINED_MODEL_ARCHIVE_LISTrh  ri  rj  rk  rl  #MCTCT_PRETRAINED_MODEL_ARCHIVE_LISTrm  rn  ro  rp  rq  rr  rs  rt  ru  rv  'RETRIBERT_PRETRAINED_MODEL_ARCHIVE_LISTrw  rx  4TRAJECTORY_TRANSFORMER_PRETRAINED_MODEL_ARCHIVE_LISTry  rz  (TRANSFO_XL_PRETRAINED_MODEL_ARCHIVE_LISTr{  r|  r}  r~  r  r  !VAN_PRETRAINED_MODEL_ARCHIVE_LISTr  r  r  "DETA_PRETRAINED_MODEL_ARCHIVE_LISTr  r  r  "DETR_PRETRAINED_MODEL_ARCHIVE_LISTr  r  r  r  #DINAT_PRETRAINED_MODEL_ARCHIVE_LISTr  r  r  r  $DINOV2_PRETRAINED_MODEL_ARCHIVE_LISTr  r  r  r  (DISTILBERT_PRETRAINED_MODEL_ARCHIVE_LISTr  r  r  r  r  r  r  (DONUT_SWIN_PRETRAINED_MODEL_ARCHIVE_LISTr  r  1DPR_CONTEXT_ENCODER_PRETRAINED_MODEL_ARCHIVE_LIST2DPR_QUESTION_ENCODER_PRETRAINED_MODEL_ARCHIVE_LIST(DPR_READER_PRETRAINED_MODEL_ARCHIVE_LISTr  r  r  r  r  r  r  !DPT_PRETRAINED_MODEL_ARCHIVE_LISTr  r  r  r  -EFFICIENTFORMER_PRETRAINED_MODEL_ARCHIVE_LISTr  r  r  r  *EFFICIENTNET_PRETRAINED_MODEL_ARCHIVE_LISTr  r  r  %ELECTRA_PRETRAINED_MODEL_ARCHIVE_LISTr  r  r  r  r  r  r  r  r  r  %ENCODEC_PRETRAINED_MODEL_ARCHIVE_LISTr  r  r  #ERNIE_PRETRAINED_MODEL_ARCHIVE_LISTr  r  r  r  r  r  r  r  r  r  %ERNIE_M_PRETRAINED_MODEL_ARCHIVE_LISTr  r  r  r  r  r  r  !ESM_PRETRAINED_MODEL_ARCHIVE_LISTr  r  r  r  r  r  r  $FALCON_PRETRAINED_MODEL_ARCHIVE_LISTr  r  r  r  r  r  &FLAUBERT_PRETRAINED_MODEL_ARCHIVE_LISTr  r  r  r  r  r  r  r  #FLAVA_PRETRAINED_MODEL_ARCHIVE_LISTr  r  r  r  r  r  r  "FNET_PRETRAINED_MODEL_ARCHIVE_LISTr  r  r  r  r  r  r  r  r  r  &FOCALNET_PRETRAINED_MODEL_ARCHIVE_LISTr  r  r  r  r  r  r  r  $FUNNEL_PRETRAINED_MODEL_ARCHIVE_LISTr  r  r  r  r  r  r   r  r  r  r  r  !GIT_PRETRAINED_MODEL_ARCHIVE_LISTr  r  r  r	  "GLPN_PRETRAINED_MODEL_ARCHIVE_LISTr
  r  r  "GPT2_PRETRAINED_MODEL_ARCHIVE_LISTr  r  r  r  r  r  r  r  )GPT_BIGCODE_PRETRAINED_MODEL_ARCHIVE_LISTr  r  r  r  r  %GPT_NEO_PRETRAINED_MODEL_ARCHIVE_LISTr  r  r  r  r  r  r   &GPT_NEOX_PRETRAINED_MODEL_ARCHIVE_LISTr!  r"  r#  r$  r%  r&  r'  /GPT_NEOX_JAPANESE_PRETRAINED_MODEL_ARCHIVE_LISTr(  r)  r*  r+  "GPTJ_PRETRAINED_MODEL_ARCHIVE_LISTr,  r-  r.  r/  r0  -GPTSAN_JAPANESE_PRETRAINED_MODEL_ARCHIVE_LISTr1  r2  r3  (GRAPHORMER_PRETRAINED_MODEL_ARCHIVE_LISTr4  r5  r6  &GROUPVIT_PRETRAINED_MODEL_ARCHIVE_LISTr7  r8  r9  r:  $HUBERT_PRETRAINED_MODEL_ARCHIVE_LISTr;  r<  r=  r>  #IBERT_PRETRAINED_MODEL_ARCHIVE_LISTr?  r@  rA  rB  rC  rD  rE  %IDEFICS_PRETRAINED_MODEL_ARCHIVE_LISTrF  rG  rH  rI  &IMAGEGPT_PRETRAINED_MODEL_ARCHIVE_LISTrJ  rK  rL  rM  rN  &INFORMER_PRETRAINED_MODEL_ARCHIVE_LISTrO  rP  rQ  *INSTRUCTBLIP_PRETRAINED_MODEL_ARCHIVE_LISTrR  rS  rT  rU  %JUKEBOX_PRETRAINED_MODEL_ARCHIVE_LISTrV  rW  rX  rY  %KOSMOS2_PRETRAINED_MODEL_ARCHIVE_LISTrZ  r[  r\  &LAYOUTLM_PRETRAINED_MODEL_ARCHIVE_LISTr]  r^  r_  r`  ra  rb  (LAYOUTLMV2_PRETRAINED_MODEL_ARCHIVE_LISTrc  rd  re  rf  rg  (LAYOUTLMV3_PRETRAINED_MODEL_ARCHIVE_LISTrh  ri  rj  rk  rl  !LED_PRETRAINED_MODEL_ARCHIVE_LISTrm  rn  ro  rp  rq  #LEVIT_PRETRAINED_MODEL_ARCHIVE_LISTrr  rs  rt  ru  "LILT_PRETRAINED_MODEL_ARCHIVE_LISTrv  rw  rx  ry  rz  r{  r|  r}  r~  #LLAVA_PRETRAINED_MODEL_ARCHIVE_LISTr  r  r  (LONGFORMER_PRETRAINED_MODEL_ARCHIVE_LISTr  r  r  r  r  r  r  r  $LONGT5_PRETRAINED_MODEL_ARCHIVE_LISTr  r  r  r  "LUKE_PRETRAINED_MODEL_ARCHIVE_LISTr  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  %M2M_100_PRETRAINED_MODEL_ARCHIVE_LISTr  r  r  r  r  r  &MARKUPLM_PRETRAINED_MODEL_ARCHIVE_LISTr  r  r  r  r  )MASK2FORMER_PRETRAINED_MODEL_ARCHIVE_LISTr  r  r  (MASKFORMER_PRETRAINED_MODEL_ARCHIVE_LISTr  r  r  r  r  r  r  r  r  r  "MEGA_PRETRAINED_MODEL_ARCHIVE_LISTr  r  r  r  r  r  r  r  +MEGATRON_BERT_PRETRAINED_MODEL_ARCHIVE_LISTr  r  r  r  r  r  r  r  r  r  %MGP_STR_PRETRAINED_MODEL_ARCHIVE_LISTr  r  r  r  r  r  r  r  r  r  r  (MOBILEBERT_PRETRAINED_MODEL_ARCHIVE_LISTr  r  r  r  r  r  r  r  r  r  r  *MOBILENET_V1_PRETRAINED_MODEL_ARCHIVE_LISTr  r  r  r  *MOBILENET_V2_PRETRAINED_MODEL_ARCHIVE_LISTr  r  r  r  r  'MOBILEVIT_PRETRAINED_MODEL_ARCHIVE_LISTr  r  r  r  )MOBILEVITV2_PRETRAINED_MODEL_ARCHIVE_LISTr  r  r  r  #MPNET_PRETRAINED_MODEL_ARCHIVE_LISTr  r  r  r  r  r  r  r  !MPT_PRETRAINED_MODEL_ARCHIVE_LISTr  r  r  r  r  r  !MRA_PRETRAINED_MODEL_ARCHIVE_LISTr  r  r   r  r  r  r  r  r  r  r  r	  r
  &MUSICGEN_PRETRAINED_MODEL_ARCHIVE_LISTr  r  r  r  r  !MVP_PRETRAINED_MODEL_ARCHIVE_LISTr  r  r  r  r  r  !NAT_PRETRAINED_MODEL_ARCHIVE_LISTr  r  r  r  #NEZHA_PRETRAINED_MODEL_ARCHIVE_LISTr  r  r  r  r  r  r   r!  r"  &NLLB_MOE_PRETRAINED_MODEL_ARCHIVE_LISTr#  r$  r%  r&  r'  +NYSTROMFORMER_PRETRAINED_MODEL_ARCHIVE_LISTr(  r)  r*  r+  r,  r-  r.  r/  'ONEFORMER_PRETRAINED_MODEL_ARCHIVE_LISTr0  r1  r2  (OPENAI_GPT_PRETRAINED_MODEL_ARCHIVE_LISTr3  r4  r5  r6  r7  r8  !OPT_PRETRAINED_MODEL_ARCHIVE_LISTr9  r:  r;  r<  r=  #OWLV2_PRETRAINED_MODEL_ARCHIVE_LISTr>  r?  r@  rA  rB  $OWLVIT_PRETRAINED_MODEL_ARCHIVE_LISTrC  rD  rE  rF  rG  *PATCHTSMIXER_PRETRAINED_MODEL_ARCHIVE_LISTrH  rI  rJ  rK  rL  rM  &PATCHTST_PRETRAINED_MODEL_ARCHIVE_LISTrN  rO  rP  rQ  rR  rS  rT  rU  rV  rW  'PEGASUS_X_PRETRAINED_MODEL_ARCHIVE_LISTrX  rY  rZ  'PERCEIVER_PRETRAINED_MODEL_ARCHIVE_LISTr[  r\  r]  r^  r_  r`  ra  rb  rc  rd  re  rf  rg  rh  !PHI_PRETRAINED_MODEL_ARCHIVE_LISTri  rj  rk  rl  rm  (PIX2STRUCT_PRETRAINED_MODEL_ARCHIVE_LISTrn  ro  rp  rq  $PLBART_PRETRAINED_MODEL_ARCHIVE_LISTrr  rs  rt  ru  rv  (POOLFORMER_PRETRAINED_MODEL_ARCHIVE_LISTrw  rx  ry  'POP2PIANO_PRETRAINED_MODEL_ARCHIVE_LISTrz  r{  (PROPHETNET_PRETRAINED_MODEL_ARCHIVE_LISTr|  r}  r~  r  r  r  !PVT_PRETRAINED_MODEL_ARCHIVE_LISTr  r  r  %QDQBERT_PRETRAINED_MODEL_ARCHIVE_LISTr  r  r  r  r  r  r  r  r  r  r  r  r  r  r  #REALM_PRETRAINED_MODEL_ARCHIVE_LISTr  r  r  r  r  r  r  r  &REFORMER_PRETRAINED_MODEL_ARCHIVE_LISTr  r  r  r  r  r  r  r  $REGNET_PRETRAINED_MODEL_ARCHIVE_LISTr  r  r  %REMBERT_PRETRAINED_MODEL_ARCHIVE_LISTr  r  r  r  r  r  r  r  r  r  $RESNET_PRETRAINED_MODEL_ARCHIVE_LISTr  r  r  r  %ROBERTA_PRETRAINED_MODEL_ARCHIVE_LISTr  r  r  r  r  r  r  r  2ROBERTA_PRELAYERNORM_PRETRAINED_MODEL_ARCHIVE_LISTr  r  r  r  r  r  r  r  &ROC_BERT_PRETRAINED_MODEL_ARCHIVE_LISTr  r  r  r  r  r  r  r  r  r  r  &ROFORMER_PRETRAINED_MODEL_ARCHIVE_LISTr  r  r  r  r  r  r  r  r  r  "RWKV_PRETRAINED_MODEL_ARCHIVE_LISTr  r  r  !SAM_PRETRAINED_MODEL_ARCHIVE_LISTr  r  *SEAMLESS_M4T_PRETRAINED_MODEL_ARCHIVE_LISTr  r  r  r  r  r  r  r  r  r  -SEAMLESS_M4T_V2_PRETRAINED_MODEL_ARCHIVE_LISTr  r  r  r  r  r  'SEGFORMER_PRETRAINED_MODEL_ARCHIVE_LISTr  r  r  r  r  r  !SEW_PRETRAINED_MODEL_ARCHIVE_LISTr  r  r  r  #SEW_D_PRETRAINED_MODEL_ARCHIVE_LISTr  r  r  r  r  ,SPEECH_TO_TEXT_PRETRAINED_MODEL_ARCHIVE_LISTr  r  r   r  r  &SPEECHT5_PRETRAINED_MODEL_ARCHIVE_LISTr  r  r  r  r  r  &SPLINTER_PRETRAINED_MODEL_ARCHIVE_LISTr	  r
  r  r  r  )SQUEEZEBERT_PRETRAINED_MODEL_ARCHIVE_LISTr  r  r  r  r  r  r  r  )SWIFTFORMER_PRETRAINED_MODEL_ARCHIVE_LISTr  r  r  "SWIN_PRETRAINED_MODEL_ARCHIVE_LISTr  r  r  r  r  %SWIN2SR_PRETRAINED_MODEL_ARCHIVE_LISTr  r  r   $SWINV2_PRETRAINED_MODEL_ARCHIVE_LISTr!  r"  r#  r$  1SWITCH_TRANSFORMERS_PRETRAINED_MODEL_ARCHIVE_LISTr%  r&  r'  r(  r)  r*   T5_PRETRAINED_MODEL_ARCHIVE_LISTr+  r,  r-  r.  r/  r0  r1  /TABLE_TRANSFORMER_PRETRAINED_MODEL_ARCHIVE_LISTr2  r3  r4  #TAPAS_PRETRAINED_MODEL_ARCHIVE_LISTr5  r6  r7  r8  r9  r:  5TIME_SERIES_TRANSFORMER_PRETRAINED_MODEL_ARCHIVE_LISTr;  r<  r=  )TIMESFORMER_PRETRAINED_MODEL_ARCHIVE_LISTr>  r?  r@  rA  #TROCR_PRETRAINED_MODEL_ARCHIVE_LISTrB  rC  "TVLT_PRETRAINED_MODEL_ARCHIVE_LISTrD  rE  rF  rG  !TVP_PRETRAINED_MODEL_ARCHIVE_LISTrH  rI  rJ  rK  rL  rM  rN  rO  rP  'UNISPEECH_PRETRAINED_MODEL_ARCHIVE_LISTrQ  rR  rS  rT  rU  +UNISPEECH_SAT_PRETRAINED_MODEL_ARCHIVE_LISTrV  rW  rX  rY  rZ  r[  r\  %UNIVNET_PRETRAINED_MODEL_ARCHIVE_LISTr]  r^  r_  &VIDEOMAE_PRETRAINED_MODEL_ARCHIVE_LISTr`  ra  rb  rc  "VILT_PRETRAINED_MODEL_ARCHIVE_LISTrd  re  rf  rg  rh  ri  rj  rk  rl  rm  )VISUAL_BERT_PRETRAINED_MODEL_ARCHIVE_LISTrn  ro  rp  rq  rr  rs  rt  ru  !VIT_PRETRAINED_MODEL_ARCHIVE_LISTrv  rw  rx  ry  (VIT_HYBRID_PRETRAINED_MODEL_ARCHIVE_LISTrz  r{  r|  %VIT_MAE_PRETRAINED_MODEL_ARCHIVE_LISTr}  r~  r  r  %VIT_MSN_PRETRAINED_MODEL_ARCHIVE_LISTr  r  r  $VITDET_PRETRAINED_MODEL_ARCHIVE_LISTr  r  r  &VITMATTE_PRETRAINED_MODEL_ARCHIVE_LISTr  r  "VITS_PRETRAINED_MODEL_ARCHIVE_LISTr  r  #VIVIT_PRETRAINED_MODEL_ARCHIVE_LISTr  r  r  )WAV_2_VEC_2_PRETRAINED_MODEL_ARCHIVE_LISTr  r  r  r  r  r  r  r  0WAV2VEC2_CONFORMER_PRETRAINED_MODEL_ARCHIVE_LISTr  r  r  r  r  r  r  #WAVLM_PRETRAINED_MODEL_ARCHIVE_LISTr  r  r  r  r  r  %WHISPER_PRETRAINED_MODEL_ARCHIVE_LISTr  r  r  r  r  #XCLIP_PRETRAINED_MODEL_ARCHIVE_LISTr  r  r  r  "XGLM_PRETRAINED_MODEL_ARCHIVE_LISTr  r  r  !XLM_PRETRAINED_MODEL_ARCHIVE_LISTr  r  r  r  r  r  r  r  ,XLM_PROPHETNET_PRETRAINED_MODEL_ARCHIVE_LISTr  r  r  r  r  r  )XLM_ROBERTA_PRETRAINED_MODEL_ARCHIVE_LISTr  r  r  r  r  r  r  r  ,XLM_ROBERTA_XL_PRETRAINED_MODEL_ARCHIVE_LISTr  r  r  r  r  r  r  r  #XLNET_PRETRAINED_MODEL_ARCHIVE_LISTr  r  r  r  r  r  r  r  r  "XMOD_PRETRAINED_MODEL_ARCHIVE_LISTr  r  r  r  r  r  r  r  #YOLOS_PRETRAINED_MODEL_ARCHIVE_LISTr  r  r  "YOSO_PRETRAINED_MODEL_ARCHIVE_LISTr  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r   r   r   r   <module>   s  