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                    @   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
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G d!d" d"edZG d#d$ d$edZG d%d& d&edZd'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/d0 d0edZG d1d2 d2edZd3d4 Zd5ZG d6d7 d7edZG d8d9 d9e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@dA dAedZ"G dBdC dCedZ#G dDdE dEedZ$G dFdG dGedZ%d5Z&d5Z'd5Z(d5Z)d5Z*d5Z+d5Z,d5Z-d5Z.d5Z/d5Z0d5Z1d5Z2d5Z3d5Z4d5Z5d5Z6d5Z7d5Z8d5Z9d5Z:d5Z;G dHdI dIedZ<G dJdK dKedZ=G dLdM dMedZ>G dNdO dOedZ?G dPdQ dQedZ@G dRdS dSedZAG dTdU dUedZBG dVdW dWedZCG dXdY dYedZDG dZd[ d[edZEG d\d] d]edZFG d^d_ d_edZGG d`da daedZHG dbdc dcedZIG ddde deedZJG dfdg dgedZKG dhdi diedZLG djdk dkedZMG dldm dmedZNG dndo doedZOG dpdq dqedZPG drds dsedZQG dtdu duedZRG dvdw dwedZSG dxdy dyedZTG dzd{ d{edZUd5ZVG d|d} d}edZWG d~d dedZXG dd dedZYG dd dedZZG dd dedZ[G dd dedZ\G dd dedZ]G dd dedZ^G dd dedZ_G dd dedZ`G dd dedZaG dd dedZbG dd dedZcG dd dedZdG dd dedZeG dd dedZfG dd dedZgG dd dedZhd5ZiG dd dedZjG dd dedZkG dd dedZlG dd dedZmG dd dedZnG dd dedZoG dd dedZpd5ZqG dd dedZrG dd dedZsG dd dedZtG dd dedZuG dd dedZvG dd dedZwG dd dedZxG dd dedZyd5ZzG dd dedZ{G dd dedZ|G ddÄ dedZ}G ddń dedZ~d5ZG ddǄ dedZG ddɄ dedZG dd˄ dedZG dd̈́ dedZG ddτ dedZG ddф dedZG ddӄ dedZG ddՄ dedZG ddׄ dedZG ddل dedZG ddۄ dedZG dd݄ dedZG dd߄ dedZG dd dedZd5ZG dd dedZG dd dedZG dd dedZG dd dedZd5ZG dd dedZG dd dedZG dd dedZG dd dedZG dd dedZG dd dedZG dd dedZd5ZG dd dedZG dd dedZG dd dedZG dd dedZG d d dedZG dd dedZd5ZG dd dedZG dd dedZG dd	 d	edZG d
d dedZG dd dedZG dd dedZG dd dedZd5ZG dd dedZG dd dedZG dd dedZG dd dedZG dd dedZd5ZG dd dedZG dd dedZG d d! d!edZG d"d# d#edZG d$d% d%edZG d&d' d'edZd5ZG 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ZG d2d3 d3edZG d4d5 d5edZG d6d7 d7edZd5Zd5Zd5ZG d8d9 d9ed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Zd5ZG dDdE dEedZG dFdG dGedZG dHdI dIedZG dJdK dKedZd5ZG 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Zd5ZG 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Zd5ZG 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Zd5ZG 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ZG dd dedZG dd dedZG dd dedZG dd dedZd5ZG 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Zd5ZG dd dedZG dd dedZG dd dedZG dd dedZ d5ZG dd dedZG dd dedZG dd dedZd5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d5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G dȐdɄ dedZd5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G d֐dׄ dedZG dؐdل dedZd5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$G dd dedZ%G dd dedZ&G dd dedZ'G dd dedZ(G dd dedZ)G dd dedZ*d5Z+G dd dedZ,G dd dedZ-G dd dedZ.G dd dedZ/G dd dedZ0G dd dedZ1G dd dedZ2G dd dedZ3G d d dedZ4G dd dedZ5d5Z6G dd dedZ7G dd dedZ8G dd	 d	edZ9G d
d dedZ:d5Z;G dd dedZ<G dd dedZ=G dd dedZ>G dd dedZ?G dd dedZ@G dd dedZAG dd dedZBG dd dedZCG dd dedZDG dd dedZEG d d! d!edZFd5ZGG d"d# d#edZHG d$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ZNG d0d1 d1edZOG d2d3 d3edZPG d4d5 d5edZQG d6d7 d7edZRG d8d9 d9edZSG d:d; d;edZTG d<d= d=edZUG d>d? d?edZVG d@dA dAedZWd5ZXG dBdC dCedZYG dDdE dEedZZG dFdG dGedZ[d5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ZaG dRdS dSedZbG dTdU dUedZcG dVdW dWedZdG dXdY dYedZed5ZfG dZd[ d[edZgG d\d] d]edZhG d^d_ d_edZid5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ZqG dndo doedZrG dpdq dqedZsd5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|G dd dedZ}d5Z~G dd dedZG 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Zd5ZG dd dedZG dd dedZd5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Zd5ZG dd dedZG dd dedZG dd dedZd5ZG dd dedZG dd dedZG dd dedZG dd dedZd5ZG dd dedZG dd dedZG dd dedZG dd dedZd5ZG dd ded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ZG dΐdτ dedZG dАdф dedZG dҐdӄ dedZd5ZG dԐdՄ dedZG d֐dׄ dedZG dؐdل dedZG dڐdۄ dedZd5ZG dܐd݄ dedZG dސd߄ dedZG dd dedZd5ZG dd dedZG dd dedZG dd dedZd5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Zd5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ZG dd dedZG dd dedZd5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ZG dd dedZאdd ZG d d! d!edZd5S ("     )DummyObjectrequires_backendsc                   @      e Zd ZdgZdd ZdS )TensorFlowBenchmarkArgumentstfc                 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_tf_objects.py__init__      z%TensorFlowBenchmarkArguments.__init__N__name__
__module____qualname__	_backendsr   r   r   r   r   r          r   )	metaclassc                   @   r   )TensorFlowBenchmarkr   c                 O   r   r   r	   r
   r   r   r   r      r   zTensorFlowBenchmark.__init__Nr   r   r   r   r   r      r   r   c                   @   r   )TFForcedBOSTokenLogitsProcessorr   c                 O   r   r   r	   r
   r   r   r   r      r   z(TFForcedBOSTokenLogitsProcessor.__init__Nr   r   r   r   r   r      r   r   c                   @   r   )TFForcedEOSTokenLogitsProcessorr   c                 O   r   r   r	   r
   r   r   r   r      r   z(TFForcedEOSTokenLogitsProcessor.__init__Nr   r   r   r   r   r      r   r   c                   @   r   )TFForceTokensLogitsProcessorr   c                 O   r   r   r	   r
   r   r   r   r   $   r   z%TFForceTokensLogitsProcessor.__init__Nr   r   r   r   r   r   !   r   r   c                   @   r   )TFGenerationMixinr   c                 O   r   r   r	   r
   r   r   r   r   +   r   zTFGenerationMixin.__init__Nr   r   r   r   r   r   (   r   r   c                   @   r   )TFLogitsProcessorr   c                 O   r   r   r	   r
   r   r   r   r   2   r   zTFLogitsProcessor.__init__Nr   r   r   r   r   r   /   r   r   c                   @   r   )TFLogitsProcessorListr   c                 O   r   r   r	   r
   r   r   r   r   9   r   zTFLogitsProcessorList.__init__Nr   r   r   r   r   r   6   r   r   c                   @   r   )TFLogitsWarperr   c                 O   r   r   r	   r
   r   r   r   r   @   r   zTFLogitsWarper.__init__Nr   r   r   r   r   r    =   r   r    c                   @   r   )TFMinLengthLogitsProcessorr   c                 O   r   r   r	   r
   r   r   r   r   G   r   z#TFMinLengthLogitsProcessor.__init__Nr   r   r   r   r   r!   D   r   r!   c                   @   r   )TFNoBadWordsLogitsProcessorr   c                 O   r   r   r	   r
   r   r   r   r   N   r   z$TFNoBadWordsLogitsProcessor.__init__Nr   r   r   r   r   r"   K   r   r"   c                   @   r   )TFNoRepeatNGramLogitsProcessorr   c                 O   r   r   r	   r
   r   r   r   r   U   r   z'TFNoRepeatNGramLogitsProcessor.__init__Nr   r   r   r   r   r#   R   r   r#   c                   @   r   )"TFRepetitionPenaltyLogitsProcessorr   c                 O   r   r   r	   r
   r   r   r   r   \   r   z+TFRepetitionPenaltyLogitsProcessor.__init__Nr   r   r   r   r   r$   Y   r   r$   c                   @   r   )&TFSuppressTokensAtBeginLogitsProcessorr   c                 O   r   r   r	   r
   r   r   r   r   c   r   z/TFSuppressTokensAtBeginLogitsProcessor.__init__Nr   r   r   r   r   r%   `   r   r%   c                   @   r   )TFSuppressTokensLogitsProcessorr   c                 O   r   r   r	   r
   r   r   r   r   j   r   z(TFSuppressTokensLogitsProcessor.__init__Nr   r   r   r   r   r&   g   r   r&   c                   @   r   )TFTemperatureLogitsWarperr   c                 O   r   r   r	   r
   r   r   r   r   q   r   z"TFTemperatureLogitsWarper.__init__Nr   r   r   r   r   r'   n   r   r'   c                   @   r   )TFTopKLogitsWarperr   c                 O   r   r   r	   r
   r   r   r   r   x   r   zTFTopKLogitsWarper.__init__Nr   r   r   r   r   r(   u   r   r(   c                   @   r   )TFTopPLogitsWarperr   c                 O   r   r   r	   r
   r   r   r   r      r   zTFTopPLogitsWarper.__init__Nr   r   r   r   r   r)   |   r   r)   c                  O      t tdg d S r   )r   tf_top_k_top_p_filteringr   r   r   r   r   r+      r   r+   c                   @   r   )KerasMetricCallbackr   c                 O   r   r   r	   r
   r   r   r   r      r   zKerasMetricCallback.__init__Nr   r   r   r   r   r-      r   r-   c                   @   r   )PushToHubCallbackr   c                 O   r   r   r	   r
   r   r   r   r      r   zPushToHubCallback.__init__Nr   r   r   r   r   r.      r   r.   c                   @   r   )TFPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r      r   zTFPreTrainedModel.__init__Nr   r   r   r   r   r/      r   r/   c                   @   r   )TFSequenceSummaryr   c                 O   r   r   r	   r
   r   r   r   r      r   zTFSequenceSummary.__init__Nr   r   r   r   r   r0      r   r0   c                   @   r   )TFSharedEmbeddingsr   c                 O   r   r   r	   r
   r   r   r   r      r   zTFSharedEmbeddings.__init__Nr   r   r   r   r   r1      r   r1   c                  O   r*   r   )r   
shape_listr,   r   r   r   r2      r   r2   Nc                   @   r   )TFAlbertForMaskedLMr   c                 O   r   r   r	   r
   r   r   r   r      r   zTFAlbertForMaskedLM.__init__Nr   r   r   r   r   r3      r   r3   c                   @   r   )TFAlbertForMultipleChoicer   c                 O   r   r   r	   r
   r   r   r   r      r   z"TFAlbertForMultipleChoice.__init__Nr   r   r   r   r   r4      r   r4   c                   @   r   )TFAlbertForPreTrainingr   c                 O   r   r   r	   r
   r   r   r   r      r   zTFAlbertForPreTraining.__init__Nr   r   r   r   r   r5      r   r5   c                   @   r   )TFAlbertForQuestionAnsweringr   c                 O   r   r   r	   r
   r   r   r   r      r   z%TFAlbertForQuestionAnswering.__init__Nr   r   r   r   r   r6      r   r6   c                   @   r   )!TFAlbertForSequenceClassificationr   c                 O   r   r   r	   r
   r   r   r   r      r   z*TFAlbertForSequenceClassification.__init__Nr   r   r   r   r   r7      r   r7   c                   @   r   )TFAlbertForTokenClassificationr   c                 O   r   r   r	   r
   r   r   r   r      r   z'TFAlbertForTokenClassification.__init__Nr   r   r   r   r   r8      r   r8   c                   @   r   )TFAlbertMainLayerr   c                 O   r   r   r	   r
   r   r   r   r      r   zTFAlbertMainLayer.__init__Nr   r   r   r   r   r9      r   r9   c                   @   r   )TFAlbertModelr   c                 O   r   r   r	   r
   r   r   r   r      r   zTFAlbertModel.__init__Nr   r   r   r   r   r:      r   r:   c                   @   r   )TFAlbertPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r      r   z TFAlbertPreTrainedModel.__init__Nr   r   r   r   r   r;      r   r;   c                   @   r   )TFAutoModelr   c                 O   r   r   r	   r
   r   r   r   r   5  r   zTFAutoModel.__init__Nr   r   r   r   r   r<   2  r   r<   c                   @   r   )!TFAutoModelForAudioClassificationr   c                 O   r   r   r	   r
   r   r   r   r   <  r   z*TFAutoModelForAudioClassification.__init__Nr   r   r   r   r   r=   9  r   r=   c                   @   r   )TFAutoModelForCausalLMr   c                 O   r   r   r	   r
   r   r   r   r   C  r   zTFAutoModelForCausalLM.__init__Nr   r   r   r   r   r>   @  r   r>   c                   @   r   )'TFAutoModelForDocumentQuestionAnsweringr   c                 O   r   r   r	   r
   r   r   r   r   J  r   z0TFAutoModelForDocumentQuestionAnswering.__init__Nr   r   r   r   r   r?   G  r   r?   c                   @   r   )!TFAutoModelForImageClassificationr   c                 O   r   r   r	   r
   r   r   r   r   Q  r   z*TFAutoModelForImageClassification.__init__Nr   r   r   r   r   r@   N  r   r@   c                   @   r   )!TFAutoModelForMaskedImageModelingr   c                 O   r   r   r	   r
   r   r   r   r   X  r   z*TFAutoModelForMaskedImageModeling.__init__Nr   r   r   r   r   rA   U  r   rA   c                   @   r   )TFAutoModelForMaskedLMr   c                 O   r   r   r	   r
   r   r   r   r   _  r   zTFAutoModelForMaskedLM.__init__Nr   r   r   r   r   rB   \  r   rB   c                   @   r   )TFAutoModelForMaskGenerationr   c                 O   r   r   r	   r
   r   r   r   r   f  r   z%TFAutoModelForMaskGeneration.__init__Nr   r   r   r   r   rC   c  r   rC   c                   @   r   )TFAutoModelForMultipleChoicer   c                 O   r   r   r	   r
   r   r   r   r   m  r   z%TFAutoModelForMultipleChoice.__init__Nr   r   r   r   r   rD   j  r   rD   c                   @   r   )$TFAutoModelForNextSentencePredictionr   c                 O   r   r   r	   r
   r   r   r   r   t  r   z-TFAutoModelForNextSentencePrediction.__init__Nr   r   r   r   r   rE   q  r   rE   c                   @   r   )TFAutoModelForPreTrainingr   c                 O   r   r   r	   r
   r   r   r   r   {  r   z"TFAutoModelForPreTraining.__init__Nr   r   r   r   r   rF   x  r   rF   c                   @   r   )TFAutoModelForQuestionAnsweringr   c                 O   r   r   r	   r
   r   r   r   r     r   z(TFAutoModelForQuestionAnswering.__init__Nr   r   r   r   r   rG     r   rG   c                   @   r   )"TFAutoModelForSemanticSegmentationr   c                 O   r   r   r	   r
   r   r   r   r     r   z+TFAutoModelForSemanticSegmentation.__init__Nr   r   r   r   r   rH     r   rH   c                   @   r   )TFAutoModelForSeq2SeqLMr   c                 O   r   r   r	   r
   r   r   r   r     r   z TFAutoModelForSeq2SeqLM.__init__Nr   r   r   r   r   rI     r   rI   c                   @   r   )$TFAutoModelForSequenceClassificationr   c                 O   r   r   r	   r
   r   r   r   r     r   z-TFAutoModelForSequenceClassification.__init__Nr   r   r   r   r   rJ     r   rJ   c                   @   r   )TFAutoModelForSpeechSeq2Seqr   c                 O   r   r   r	   r
   r   r   r   r     r   z$TFAutoModelForSpeechSeq2Seq.__init__Nr   r   r   r   r   rK     r   rK   c                   @   r   )$TFAutoModelForTableQuestionAnsweringr   c                 O   r   r   r	   r
   r   r   r   r     r   z-TFAutoModelForTableQuestionAnswering.__init__Nr   r   r   r   r   rL     r   rL   c                   @   r   )TFAutoModelForTextEncodingr   c                 O   r   r   r	   r
   r   r   r   r     r   z#TFAutoModelForTextEncoding.__init__Nr   r   r   r   r   rM     r   rM   c                   @   r   )!TFAutoModelForTokenClassificationr   c                 O   r   r   r	   r
   r   r   r   r     r   z*TFAutoModelForTokenClassification.__init__Nr   r   r   r   r   rN     r   rN   c                   @   r   )TFAutoModelForVision2Seqr   c                 O   r   r   r	   r
   r   r   r   r     r   z!TFAutoModelForVision2Seq.__init__Nr   r   r   r   r   rO     r   rO   c                   @   r   ))TFAutoModelForZeroShotImageClassificationr   c                 O   r   r   r	   r
   r   r   r   r     r   z2TFAutoModelForZeroShotImageClassification.__init__Nr   r   r   r   r   rP     r   rP   c                   @   r   )TFAutoModelWithLMHeadr   c                 O   r   r   r	   r
   r   r   r   r     r   zTFAutoModelWithLMHead.__init__Nr   r   r   r   r   rQ     r   rQ   c                   @   r   )TFBartForConditionalGenerationr   c                 O   r   r   r	   r
   r   r   r   r     r   z'TFBartForConditionalGeneration.__init__Nr   r   r   r   r   rR     r   rR   c                   @   r   )TFBartForSequenceClassificationr   c                 O   r   r   r	   r
   r   r   r   r     r   z(TFBartForSequenceClassification.__init__Nr   r   r   r   r   rS     r   rS   c                   @   r   )TFBartModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zTFBartModel.__init__Nr   r   r   r   r   rT     r   rT   c                   @   r   )TFBartPretrainedModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zTFBartPretrainedModel.__init__Nr   r   r   r   r   rU     r   rU   c                   @   r   )TFBertEmbeddingsr   c                 O   r   r   r	   r
   r   r   r   r     r   zTFBertEmbeddings.__init__Nr   r   r   r   r   rV     r   rV   c                   @   r   )TFBertForMaskedLMr   c                 O   r   r   r	   r
   r   r   r   r     r   zTFBertForMaskedLM.__init__Nr   r   r   r   r   rW     r   rW   c                   @   r   )TFBertForMultipleChoicer   c                 O   r   r   r	   r
   r   r   r   r     r   z TFBertForMultipleChoice.__init__Nr   r   r   r   r   rX     r   rX   c                   @   r   )TFBertForNextSentencePredictionr   c                 O   r   r   r	   r
   r   r   r   r     r   z(TFBertForNextSentencePrediction.__init__Nr   r   r   r   r   rY      r   rY   c                   @   r   )TFBertForPreTrainingr   c                 O   r   r   r	   r
   r   r   r   r   
  r   zTFBertForPreTraining.__init__Nr   r   r   r   r   rZ     r   rZ   c                   @   r   )TFBertForQuestionAnsweringr   c                 O   r   r   r	   r
   r   r   r   r     r   z#TFBertForQuestionAnswering.__init__Nr   r   r   r   r   r[     r   r[   c                   @   r   )TFBertForSequenceClassificationr   c                 O   r   r   r	   r
   r   r   r   r     r   z(TFBertForSequenceClassification.__init__Nr   r   r   r   r   r\     r   r\   c                   @   r   )TFBertForTokenClassificationr   c                 O   r   r   r	   r
   r   r   r   r     r   z%TFBertForTokenClassification.__init__Nr   r   r   r   r   r]     r   r]   c                   @   r   )TFBertLMHeadModelr   c                 O   r   r   r	   r
   r   r   r   r   &  r   zTFBertLMHeadModel.__init__Nr   r   r   r   r   r^   #  r   r^   c                   @   r   )TFBertMainLayerr   c                 O   r   r   r	   r
   r   r   r   r   -  r   zTFBertMainLayer.__init__Nr   r   r   r   r   r_   *  r   r_   c                   @   r   )TFBertModelr   c                 O   r   r   r	   r
   r   r   r   r   4  r   zTFBertModel.__init__Nr   r   r   r   r   r`   1  r   r`   c                   @   r   )TFBertPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r   ;  r   zTFBertPreTrainedModel.__init__Nr   r   r   r   r   ra   8  r   ra   c                   @   r   )$TFBlenderbotForConditionalGenerationr   c                 O   r   r   r	   r
   r   r   r   r   B  r   z-TFBlenderbotForConditionalGeneration.__init__Nr   r   r   r   r   rb   ?  r   rb   c                   @   r   )TFBlenderbotModelr   c                 O   r   r   r	   r
   r   r   r   r   I  r   zTFBlenderbotModel.__init__Nr   r   r   r   r   rc   F  r   rc   c                   @   r   )TFBlenderbotPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r   P  r   z$TFBlenderbotPreTrainedModel.__init__Nr   r   r   r   r   rd   M  r   rd   c                   @   r   ))TFBlenderbotSmallForConditionalGenerationr   c                 O   r   r   r	   r
   r   r   r   r   W  r   z2TFBlenderbotSmallForConditionalGeneration.__init__Nr   r   r   r   r   re   T  r   re   c                   @   r   )TFBlenderbotSmallModelr   c                 O   r   r   r	   r
   r   r   r   r   ^  r   zTFBlenderbotSmallModel.__init__Nr   r   r   r   r   rf   [  r   rf   c                   @   r   ) TFBlenderbotSmallPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r   e  r   z)TFBlenderbotSmallPreTrainedModel.__init__Nr   r   r   r   r   rg   b  r   rg   c                   @   r   )TFBlipForConditionalGenerationr   c                 O   r   r   r	   r
   r   r   r   r   o  r   z'TFBlipForConditionalGeneration.__init__Nr   r   r   r   r   rh   l  r   rh   c                   @   r   )TFBlipForImageTextRetrievalr   c                 O   r   r   r	   r
   r   r   r   r   v  r   z$TFBlipForImageTextRetrieval.__init__Nr   r   r   r   r   ri   s  r   ri   c                   @   r   )TFBlipForQuestionAnsweringr   c                 O   r   r   r	   r
   r   r   r   r   }  r   z#TFBlipForQuestionAnswering.__init__Nr   r   r   r   r   rj   z  r   rj   c                   @   r   )TFBlipModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zTFBlipModel.__init__Nr   r   r   r   r   rk     r   rk   c                   @   r   )TFBlipPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zTFBlipPreTrainedModel.__init__Nr   r   r   r   r   rl     r   rl   c                   @   r   )TFBlipTextModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zTFBlipTextModel.__init__Nr   r   r   r   r   rm     r   rm   c                   @   r   )TFBlipVisionModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zTFBlipVisionModel.__init__Nr   r   r   r   r   rn     r   rn   c                   @   r   )TFCamembertForCausalLMr   c                 O   r   r   r	   r
   r   r   r   r     r   zTFCamembertForCausalLM.__init__Nr   r   r   r   r   ro     r   ro   c                   @   r   )TFCamembertForMaskedLMr   c                 O   r   r   r	   r
   r   r   r   r     r   zTFCamembertForMaskedLM.__init__Nr   r   r   r   r   rp     r   rp   c                   @   r   )TFCamembertForMultipleChoicer   c                 O   r   r   r	   r
   r   r   r   r     r   z%TFCamembertForMultipleChoice.__init__Nr   r   r   r   r   rq     r   rq   c                   @   r   )TFCamembertForQuestionAnsweringr   c                 O   r   r   r	   r
   r   r   r   r     r   z(TFCamembertForQuestionAnswering.__init__Nr   r   r   r   r   rr     r   rr   c                   @   r   )$TFCamembertForSequenceClassificationr   c                 O   r   r   r	   r
   r   r   r   r     r   z-TFCamembertForSequenceClassification.__init__Nr   r   r   r   r   rs     r   rs   c                   @   r   )!TFCamembertForTokenClassificationr   c                 O   r   r   r	   r
   r   r   r   r     r   z*TFCamembertForTokenClassification.__init__Nr   r   r   r   r   rt     r   rt   c                   @   r   )TFCamembertModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zTFCamembertModel.__init__Nr   r   r   r   r   ru     r   ru   c                   @   r   )TFCamembertPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r     r   z#TFCamembertPreTrainedModel.__init__Nr   r   r   r   r   rv     r   rv   c                   @   r   )TFCLIPModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zTFCLIPModel.__init__Nr   r   r   r   r   rw     r   rw   c                   @   r   )TFCLIPPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zTFCLIPPreTrainedModel.__init__Nr   r   r   r   r   rx     r   rx   c                   @   r   )TFCLIPTextModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zTFCLIPTextModel.__init__Nr   r   r   r   r   ry     r   ry   c                   @   r   )TFCLIPVisionModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zTFCLIPVisionModel.__init__Nr   r   r   r   r   rz     r   rz   c                   @   r   )TFConvBertForMaskedLMr   c                 O   r   r   r	   r
   r   r   r   r     r   zTFConvBertForMaskedLM.__init__Nr   r   r   r   r   r{     r   r{   c                   @   r   )TFConvBertForMultipleChoicer   c                 O   r   r   r	   r
   r   r   r   r     r   z$TFConvBertForMultipleChoice.__init__Nr   r   r   r   r   r|     r   r|   c                   @   r   )TFConvBertForQuestionAnsweringr   c                 O   r   r   r	   r
   r   r   r   r     r   z'TFConvBertForQuestionAnswering.__init__Nr   r   r   r   r   r}     r   r}   c                   @   r   )#TFConvBertForSequenceClassificationr   c                 O   r   r   r	   r
   r   r   r   r     r   z,TFConvBertForSequenceClassification.__init__Nr   r   r   r   r   r~     r   r~   c                   @   r   ) TFConvBertForTokenClassificationr   c                 O   r   r   r	   r
   r   r   r   r     r   z)TFConvBertForTokenClassification.__init__Nr   r   r   r   r   r     r   r   c                   @   r   )TFConvBertLayerr   c                 O   r   r   r	   r
   r   r   r   r      r   zTFConvBertLayer.__init__Nr   r   r   r   r   r     r   r   c                   @   r   )TFConvBertModelr   c                 O   r   r   r	   r
   r   r   r   r   '  r   zTFConvBertModel.__init__Nr   r   r   r   r   r   $  r   r   c                   @   r   )TFConvBertPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r   .  r   z"TFConvBertPreTrainedModel.__init__Nr   r   r   r   r   r   +  r   r   c                   @   r   ) TFConvNextForImageClassificationr   c                 O   r   r   r	   r
   r   r   r   r   5  r   z)TFConvNextForImageClassification.__init__Nr   r   r   r   r   r   2  r   r   c                   @   r   )TFConvNextModelr   c                 O   r   r   r	   r
   r   r   r   r   <  r   zTFConvNextModel.__init__Nr   r   r   r   r   r   9  r   r   c                   @   r   )TFConvNextPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r   C  r   z"TFConvNextPreTrainedModel.__init__Nr   r   r   r   r   r   @  r   r   c                   @   r   )"TFConvNextV2ForImageClassificationr   c                 O   r   r   r	   r
   r   r   r   r   J  r   z+TFConvNextV2ForImageClassification.__init__Nr   r   r   r   r   r   G  r   r   c                   @   r   )TFConvNextV2Modelr   c                 O   r   r   r	   r
   r   r   r   r   Q  r   zTFConvNextV2Model.__init__Nr   r   r   r   r   r   N  r   r   c                   @   r   )TFConvNextV2PreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r   X  r   z$TFConvNextV2PreTrainedModel.__init__Nr   r   r   r   r   r   U  r   r   c                   @   r   )TFCTRLForSequenceClassificationr   c                 O   r   r   r	   r
   r   r   r   r   b  r   z(TFCTRLForSequenceClassification.__init__Nr   r   r   r   r   r   _  r   r   c                   @   r   )TFCTRLLMHeadModelr   c                 O   r   r   r	   r
   r   r   r   r   i  r   zTFCTRLLMHeadModel.__init__Nr   r   r   r   r   r   f  r   r   c                   @   r   )TFCTRLModelr   c                 O   r   r   r	   r
   r   r   r   r   p  r   zTFCTRLModel.__init__Nr   r   r   r   r   r   m  r   r   c                   @   r   )TFCTRLPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r   w  r   zTFCTRLPreTrainedModel.__init__Nr   r   r   r   r   r   t  r   r   c                   @   r   )TFCvtForImageClassificationr   c                 O   r   r   r	   r
   r   r   r   r     r   z$TFCvtForImageClassification.__init__Nr   r   r   r   r   r   ~  r   r   c                   @   r   )
TFCvtModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zTFCvtModel.__init__Nr   r   r   r   r   r     r   r   c                   @   r   )TFCvtPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zTFCvtPreTrainedModel.__init__Nr   r   r   r   r   r     r   r   c                   @   r   )&TFData2VecVisionForImageClassificationr   c                 O   r   r   r	   r
   r   r   r   r     r   z/TFData2VecVisionForImageClassification.__init__Nr   r   r   r   r   r     r   r   c                   @   r   )'TFData2VecVisionForSemanticSegmentationr   c                 O   r   r   r	   r
   r   r   r   r     r   z0TFData2VecVisionForSemanticSegmentation.__init__Nr   r   r   r   r   r     r   r   c                   @   r   )TFData2VecVisionModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zTFData2VecVisionModel.__init__Nr   r   r   r   r   r     r   r   c                   @   r   )TFData2VecVisionPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r     r   z(TFData2VecVisionPreTrainedModel.__init__Nr   r   r   r   r   r     r   r   c                   @   r   )TFDebertaForMaskedLMr   c                 O   r   r   r	   r
   r   r   r   r     r   zTFDebertaForMaskedLM.__init__Nr   r   r   r   r   r     r   r   c                   @   r   )TFDebertaForQuestionAnsweringr   c                 O   r   r   r	   r
   r   r   r   r     r   z&TFDebertaForQuestionAnswering.__init__Nr   r   r   r   r   r     r   r   c                   @   r   )"TFDebertaForSequenceClassificationr   c                 O   r   r   r	   r
   r   r   r   r     r   z+TFDebertaForSequenceClassification.__init__Nr   r   r   r   r   r     r   r   c                   @   r   )TFDebertaForTokenClassificationr   c                 O   r   r   r	   r
   r   r   r   r     r   z(TFDebertaForTokenClassification.__init__Nr   r   r   r   r   r     r   r   c                   @   r   )TFDebertaModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zTFDebertaModel.__init__Nr   r   r   r   r   r     r   r   c                   @   r   )TFDebertaPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r     r   z!TFDebertaPreTrainedModel.__init__Nr   r   r   r   r   r     r   r   c                   @   r   )TFDebertaV2ForMaskedLMr   c                 O   r   r   r	   r
   r   r   r   r     r   zTFDebertaV2ForMaskedLM.__init__Nr   r   r   r   r   r     r   r   c                   @   r   )TFDebertaV2ForMultipleChoicer   c                 O   r   r   r	   r
   r   r   r   r     r   z%TFDebertaV2ForMultipleChoice.__init__Nr   r   r   r   r   r     r   r   c                   @   r   )TFDebertaV2ForQuestionAnsweringr   c                 O   r   r   r	   r
   r   r   r   r     r   z(TFDebertaV2ForQuestionAnswering.__init__Nr   r   r   r   r   r     r   r   c                   @   r   )$TFDebertaV2ForSequenceClassificationr   c                 O   r   r   r	   r
   r   r   r   r     r   z-TFDebertaV2ForSequenceClassification.__init__Nr   r   r   r   r   r     r   r   c                   @   r   )!TFDebertaV2ForTokenClassificationr   c                 O   r   r   r	   r
   r   r   r   r     r   z*TFDebertaV2ForTokenClassification.__init__Nr   r   r   r   r   r     r   r   c                   @   r   )TFDebertaV2Modelr   c                 O   r   r   r	   r
   r   r   r   r     r   zTFDebertaV2Model.__init__Nr   r   r   r   r   r     r   r   c                   @   r   )TFDebertaV2PreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r     r   z#TFDebertaV2PreTrainedModel.__init__Nr   r   r   r   r   r   	  r   r   c                   @   r   )TFDeiTForImageClassificationr   c                 O   r   r   r	   r
   r   r   r   r     r   z%TFDeiTForImageClassification.__init__Nr   r   r   r   r   r     r   r   c                   @   r   )'TFDeiTForImageClassificationWithTeacherr   c                 O   r   r   r	   r
   r   r   r   r     r   z0TFDeiTForImageClassificationWithTeacher.__init__Nr   r   r   r   r   r     r   r   c                   @   r   )TFDeiTForMaskedImageModelingr   c                 O   r   r   r	   r
   r   r   r   r   $  r   z%TFDeiTForMaskedImageModeling.__init__Nr   r   r   r   r   r   !  r   r   c                   @   r   )TFDeiTModelr   c                 O   r   r   r	   r
   r   r   r   r   +  r   zTFDeiTModel.__init__Nr   r   r   r   r   r   (  r   r   c                   @   r   )TFDeiTPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r   2  r   zTFDeiTPreTrainedModel.__init__Nr   r   r   r   r   r   /  r   r   c                   @   r   )TFAdaptiveEmbeddingr   c                 O   r   r   r	   r
   r   r   r   r   <  r   zTFAdaptiveEmbedding.__init__Nr   r   r   r   r   r   9  r   r   c                   @   r   )$TFTransfoXLForSequenceClassificationr   c                 O   r   r   r	   r
   r   r   r   r   C  r   z-TFTransfoXLForSequenceClassification.__init__Nr   r   r   r   r   r   @  r   r   c                   @   r   )TFTransfoXLLMHeadModelr   c                 O   r   r   r	   r
   r   r   r   r   J  r   zTFTransfoXLLMHeadModel.__init__Nr   r   r   r   r   r   G  r   r   c                   @   r   )TFTransfoXLMainLayerr   c                 O   r   r   r	   r
   r   r   r   r   Q  r   zTFTransfoXLMainLayer.__init__Nr   r   r   r   r   r   N  r   r   c                   @   r   )TFTransfoXLModelr   c                 O   r   r   r	   r
   r   r   r   r   X  r   zTFTransfoXLModel.__init__Nr   r   r   r   r   r   U  r   r   c                   @   r   )TFTransfoXLPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r   _  r   z#TFTransfoXLPreTrainedModel.__init__Nr   r   r   r   r   r   \  r   r   c                   @   r   )TFDistilBertForMaskedLMr   c                 O   r   r   r	   r
   r   r   r   r   i  r   z TFDistilBertForMaskedLM.__init__Nr   r   r   r   r   r   f  r   r   c                   @   r   )TFDistilBertForMultipleChoicer   c                 O   r   r   r	   r
   r   r   r   r   p  r   z&TFDistilBertForMultipleChoice.__init__Nr   r   r   r   r   r   m  r   r   c                   @   r   ) TFDistilBertForQuestionAnsweringr   c                 O   r   r   r	   r
   r   r   r   r   w  r   z)TFDistilBertForQuestionAnswering.__init__Nr   r   r   r   r   r   t  r   r   c                   @   r   )%TFDistilBertForSequenceClassificationr   c                 O   r   r   r	   r
   r   r   r   r   ~  r   z.TFDistilBertForSequenceClassification.__init__Nr   r   r   r   r   r   {  r   r   c                   @   r   )"TFDistilBertForTokenClassificationr   c                 O   r   r   r	   r
   r   r   r   r     r   z+TFDistilBertForTokenClassification.__init__Nr   r   r   r   r   r     r   r   c                   @   r   )TFDistilBertMainLayerr   c                 O   r   r   r	   r
   r   r   r   r     r   zTFDistilBertMainLayer.__init__Nr   r   r   r   r   r     r   r   c                   @   r   )TFDistilBertModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zTFDistilBertModel.__init__Nr   r   r   r   r   r     r   r   c                   @   r   )TFDistilBertPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r     r   z$TFDistilBertPreTrainedModel.__init__Nr   r   r   r   r   r     r   r   c                   @   r   )TFDPRContextEncoderr   c                 O   r   r   r	   r
   r   r   r   r     r   zTFDPRContextEncoder.__init__Nr   r   r   r   r   r     r   r   c                   @   r   )TFDPRPretrainedContextEncoderr   c                 O   r   r   r	   r
   r   r   r   r     r   z&TFDPRPretrainedContextEncoder.__init__Nr   r   r   r   r   r     r   r   c                   @   r   )TFDPRPretrainedQuestionEncoderr   c                 O   r   r   r	   r
   r   r   r   r     r   z'TFDPRPretrainedQuestionEncoder.__init__Nr   r   r   r   r   r     r   r   c                   @   r   )TFDPRPretrainedReaderr   c                 O   r   r   r	   r
   r   r   r   r     r   zTFDPRPretrainedReader.__init__Nr   r   r   r   r   r     r   r   c                   @   r   )TFDPRQuestionEncoderr   c                 O   r   r   r	   r
   r   r   r   r     r   zTFDPRQuestionEncoder.__init__Nr   r   r   r   r   r     r   r   c                   @   r   )TFDPRReaderr   c                 O   r   r   r	   r
   r   r   r   r     r   zTFDPRReader.__init__Nr   r   r   r   r   r     r   r   c                   @   r   )'TFEfficientFormerForImageClassificationr   c                 O   r   r   r	   r
   r   r   r   r     r   z0TFEfficientFormerForImageClassification.__init__Nr   r   r   r   r   r     r   r   c                   @   r   )2TFEfficientFormerForImageClassificationWithTeacherr   c                 O   r   r   r	   r
   r   r   r   r     r   z;TFEfficientFormerForImageClassificationWithTeacher.__init__Nr   r   r   r   r   r     r   r   c                   @   r   )TFEfficientFormerModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zTFEfficientFormerModel.__init__Nr   r   r   r   r   r     r   r   c                   @   r   ) TFEfficientFormerPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r     r   z)TFEfficientFormerPreTrainedModel.__init__Nr   r   r   r   r   r     r   r   c                   @   r   )TFElectraForMaskedLMr   c                 O   r   r   r	   r
   r   r   r   r     r   zTFElectraForMaskedLM.__init__Nr   r   r   r   r   r     r   r   c                   @   r   )TFElectraForMultipleChoicer   c                 O   r   r   r	   r
   r   r   r   r     r   z#TFElectraForMultipleChoice.__init__Nr   r   r   r   r   r     r   r   c                   @   r   )TFElectraForPreTrainingr   c                 O   r   r   r	   r
   r   r   r   r     r   z TFElectraForPreTraining.__init__Nr   r   r   r   r   r     r   r   c                   @   r   )TFElectraForQuestionAnsweringr   c                 O   r   r   r	   r
   r   r   r   r     r   z&TFElectraForQuestionAnswering.__init__Nr   r   r   r   r   r     r   r   c                   @   r   )"TFElectraForSequenceClassificationr   c                 O   r   r   r	   r
   r   r   r   r     r   z+TFElectraForSequenceClassification.__init__Nr   r   r   r   r   r     r   r   c                   @   r   )TFElectraForTokenClassificationr   c                 O   r   r   r	   r
   r   r   r   r     r   z(TFElectraForTokenClassification.__init__Nr   r   r   r   r   r     r   r   c                   @   r   )TFElectraModelr   c                 O   r   r   r	   r
   r   r   r   r      r   zTFElectraModel.__init__Nr   r   r   r   r   r     r   r   c                   @   r   )TFElectraPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r   '  r   z!TFElectraPreTrainedModel.__init__Nr   r   r   r   r   r   $  r   r   c                   @   r   )TFEncoderDecoderModelr   c                 O   r   r   r	   r
   r   r   r   r   .  r   zTFEncoderDecoderModel.__init__Nr   r   r   r   r   r   +  r   r   c                   @   r   )TFEsmForMaskedLMr   c                 O   r   r   r	   r
   r   r   r   r   8  r   zTFEsmForMaskedLM.__init__Nr   r   r   r   r   r   5  r   r   c                   @   r   )TFEsmForSequenceClassificationr   c                 O   r   r   r	   r
   r   r   r   r   ?  r   z'TFEsmForSequenceClassification.__init__Nr   r   r   r   r   r   <  r   r   c                   @   r   )TFEsmForTokenClassificationr   c                 O   r   r   r	   r
   r   r   r   r   F  r   z$TFEsmForTokenClassification.__init__Nr   r   r   r   r   r   C  r   r   c                   @   r   )
TFEsmModelr   c                 O   r   r   r	   r
   r   r   r   r   M  r   zTFEsmModel.__init__Nr   r   r   r   r   r   J  r   r   c                   @   r   )TFEsmPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r   T  r   zTFEsmPreTrainedModel.__init__Nr   r   r   r   r   r   Q  r   r   c                   @   r   )TFFlaubertForMultipleChoicer   c                 O   r   r   r	   r
   r   r   r   r   ^  r   z$TFFlaubertForMultipleChoice.__init__Nr   r   r   r   r   r   [  r   r   c                   @   r   )$TFFlaubertForQuestionAnsweringSimpler   c                 O   r   r   r	   r
   r   r   r   r   e  r   z-TFFlaubertForQuestionAnsweringSimple.__init__Nr   r   r   r   r   r   b  r   r   c                   @   r   )#TFFlaubertForSequenceClassificationr   c                 O   r   r   r	   r
   r   r   r   r   l  r   z,TFFlaubertForSequenceClassification.__init__Nr   r   r   r   r   r   i  r   r   c                   @   r   ) TFFlaubertForTokenClassificationr   c                 O   r   r   r	   r
   r   r   r   r   s  r   z)TFFlaubertForTokenClassification.__init__Nr   r   r   r   r   r   p  r   r   c                   @   r   )TFFlaubertModelr   c                 O   r   r   r	   r
   r   r   r   r   z  r   zTFFlaubertModel.__init__Nr   r   r   r   r   r   w  r   r   c                   @   r   )TFFlaubertPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r     r   z"TFFlaubertPreTrainedModel.__init__Nr   r   r   r   r   r   ~  r   r   c                   @   r   )TFFlaubertWithLMHeadModelr   c                 O   r   r   r	   r
   r   r   r   r     r   z"TFFlaubertWithLMHeadModel.__init__Nr   r   r   r   r   r     r   r   c                   @   r   )TFFunnelBaseModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zTFFunnelBaseModel.__init__Nr   r   r   r   r   r     r   r   c                   @   r   )TFFunnelForMaskedLMr   c                 O   r   r   r	   r
   r   r   r   r     r   zTFFunnelForMaskedLM.__init__Nr   r   r   r   r   r     r   r   c                   @   r   )TFFunnelForMultipleChoicer   c                 O   r   r   r	   r
   r   r   r   r     r   z"TFFunnelForMultipleChoice.__init__Nr   r   r   r   r   r     r   r   c                   @   r   )TFFunnelForPreTrainingr   c                 O   r   r   r	   r
   r   r   r   r     r   zTFFunnelForPreTraining.__init__Nr   r   r   r   r   r     r   r   c                   @   r   )TFFunnelForQuestionAnsweringr   c                 O   r   r   r	   r
   r   r   r   r     r   z%TFFunnelForQuestionAnswering.__init__Nr   r   r   r   r   r     r   r   c                   @   r   )!TFFunnelForSequenceClassificationr   c                 O   r   r   r	   r
   r   r   r   r     r   z*TFFunnelForSequenceClassification.__init__Nr   r   r   r   r   r     r   r   c                   @   r   )TFFunnelForTokenClassificationr   c                 O   r   r   r	   r
   r   r   r   r     r   z'TFFunnelForTokenClassification.__init__Nr   r   r   r   r   r     r   r   c                   @   r   )TFFunnelModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zTFFunnelModel.__init__Nr   r   r   r   r   r     r   r   c                   @   r   )TFFunnelPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r     r   z TFFunnelPreTrainedModel.__init__Nr   r   r   r   r   r     r   r   c                   @   r   )TFGPT2DoubleHeadsModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zTFGPT2DoubleHeadsModel.__init__Nr   r   r   r   r   r     r   r   c                   @   r   )TFGPT2ForSequenceClassificationr   c                 O   r   r   r	   r
   r   r   r   r     r   z(TFGPT2ForSequenceClassification.__init__Nr   r   r   r   r   r     r   r   c                   @   r   )TFGPT2LMHeadModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zTFGPT2LMHeadModel.__init__Nr   r   r   r   r   r     r   r   c                   @   r   )TFGPT2MainLayerr   c                 O   r   r   r	   r
   r   r   r   r     r   zTFGPT2MainLayer.__init__Nr   r   r   r   r   r     r   r   c                   @   r   )TFGPT2Modelr   c                 O   r   r   r	   r
   r   r   r   r     r   zTFGPT2Model.__init__Nr   r   r   r   r   r     r   r   c                   @   r   )TFGPT2PreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zTFGPT2PreTrainedModel.__init__Nr   r   r   r   r   r     r   r   c                   @   r   )TFGPTJForCausalLMr   c                 O   r   r   r	   r
   r   r   r   r     r   zTFGPTJForCausalLM.__init__Nr   r   r   r   r   r     r   r   c                   @   r   )TFGPTJForQuestionAnsweringr   c                 O   r   r   r	   r
   r   r   r   r     r   z#TFGPTJForQuestionAnswering.__init__Nr   r   r   r   r   r     r   r   c                   @   r   )TFGPTJForSequenceClassificationr   c                 O   r   r   r	   r
   r   r   r   r     r   z(TFGPTJForSequenceClassification.__init__Nr   r   r   r   r   r   	  r   r   c                   @   r   )TFGPTJModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zTFGPTJModel.__init__Nr   r   r   r   r   r     r   r   c                   @   r   )TFGPTJPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zTFGPTJPreTrainedModel.__init__Nr   r   r   r   r   r     r   r   c                   @   r   )TFGroupViTModelr   c                 O   r   r   r	   r
   r   r   r   r   $  r   zTFGroupViTModel.__init__Nr   r   r   r   r   r   !  r   r   c                   @   r   )TFGroupViTPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r   +  r   z"TFGroupViTPreTrainedModel.__init__Nr   r   r   r   r   r   (  r   r   c                   @   r   )TFGroupViTTextModelr   c                 O   r   r   r	   r
   r   r   r   r   2  r   zTFGroupViTTextModel.__init__Nr   r   r   r   r   r   /  r   r   c                   @   r   )TFGroupViTVisionModelr   c                 O   r   r   r	   r
   r   r   r   r   9  r   zTFGroupViTVisionModel.__init__Nr   r   r   r   r   r   6  r   r   c                   @   r   )TFHubertForCTCr   c                 O   r   r   r	   r
   r   r   r   r   C  r   zTFHubertForCTC.__init__Nr   r   r   r   r   r   @  r   r   c                   @   r   )TFHubertModelr   c                 O   r   r   r	   r
   r   r   r   r   J  r   zTFHubertModel.__init__Nr   r   r   r   r   r   G  r   r   c                   @   r   )TFHubertPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r   Q  r   z TFHubertPreTrainedModel.__init__Nr   r   r   r   r   r   N  r   r   c                   @   r   )TFLayoutLMForMaskedLMr   c                 O   r   r   r	   r
   r   r   r   r   [  r   zTFLayoutLMForMaskedLM.__init__Nr   r   r   r   r   r   X  r   r   c                   @   r   )TFLayoutLMForQuestionAnsweringr   c                 O   r   r   r	   r
   r   r   r   r   b  r   z'TFLayoutLMForQuestionAnswering.__init__Nr   r   r   r   r   r   _  r   r   c                   @   r   )#TFLayoutLMForSequenceClassificationr   c                 O   r   r   r	   r
   r   r   r   r   i  r   z,TFLayoutLMForSequenceClassification.__init__Nr   r   r   r   r   r   f  r   r   c                   @   r   ) TFLayoutLMForTokenClassificationr   c                 O   r   r   r	   r
   r   r   r   r   p  r   z)TFLayoutLMForTokenClassification.__init__Nr   r   r   r   r   r   m  r   r   c                   @   r   )TFLayoutLMMainLayerr   c                 O   r   r   r	   r
   r   r   r   r   w  r   zTFLayoutLMMainLayer.__init__Nr   r   r   r   r   r   t  r   r   c                   @   r   )TFLayoutLMModelr   c                 O   r   r   r	   r
   r   r   r   r   ~  r   zTFLayoutLMModel.__init__Nr   r   r   r   r   r   {  r   r   c                   @   r   )TFLayoutLMPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r     r   z"TFLayoutLMPreTrainedModel.__init__Nr   r   r   r   r   r     r   r   c                   @   r   ) TFLayoutLMv3ForQuestionAnsweringr   c                 O   r   r   r	   r
   r   r   r   r     r   z)TFLayoutLMv3ForQuestionAnswering.__init__Nr   r   r   r   r   r     r   r   c                   @   r   )%TFLayoutLMv3ForSequenceClassificationr   c                 O   r   r   r	   r
   r   r   r   r     r   z.TFLayoutLMv3ForSequenceClassification.__init__Nr   r   r   r   r   r     r   r   c                   @   r   )"TFLayoutLMv3ForTokenClassificationr   c                 O   r   r   r	   r
   r   r   r   r     r   z+TFLayoutLMv3ForTokenClassification.__init__Nr   r   r   r   r   r     r   r   c                   @   r   )TFLayoutLMv3Modelr   c                 O   r   r   r	   r
   r   r   r   r     r   zTFLayoutLMv3Model.__init__Nr   r   r   r   r   r     r   r   c                   @   r   )TFLayoutLMv3PreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r     r   z$TFLayoutLMv3PreTrainedModel.__init__Nr   r   r   r   r   r     r   r   c                   @   r   )TFLEDForConditionalGenerationr   c                 O   r   r   r	   r
   r   r   r   r     r   z&TFLEDForConditionalGeneration.__init__Nr   r   r   r   r   r     r   r   c                   @   r   )
TFLEDModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zTFLEDModel.__init__Nr   r   r   r   r   r     r   r   c                   @   r   )TFLEDPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zTFLEDPreTrainedModel.__init__Nr   r   r   r   r   r     r   r   c                   @   r   )TFLongformerForMaskedLMr   c                 O   r   r   r	   r
   r   r   r   r     r   z TFLongformerForMaskedLM.__init__Nr   r   r   r   r   r     r   r   c                   @   r   )TFLongformerForMultipleChoicer   c                 O   r   r   r	   r
   r   r   r   r     r   z&TFLongformerForMultipleChoice.__init__Nr   r   r   r   r   r     r   r   c                   @   r   ) TFLongformerForQuestionAnsweringr   c                 O   r   r   r	   r
   r   r   r   r     r   z)TFLongformerForQuestionAnswering.__init__Nr   r   r   r   r   r     r   r   c                   @   r   )%TFLongformerForSequenceClassificationr   c                 O   r   r   r	   r
   r   r   r   r     r   z.TFLongformerForSequenceClassification.__init__Nr   r   r   r   r   r     r   r   c                   @   r   )"TFLongformerForTokenClassificationr   c                 O   r   r   r	   r
   r   r   r   r     r   z+TFLongformerForTokenClassification.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )TFLongformerModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zTFLongformerModel.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )TFLongformerPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r     r   z$TFLongformerPreTrainedModel.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )TFLongformerSelfAttentionr   c                 O   r   r   r	   r
   r   r   r   r     r   z"TFLongformerSelfAttention.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )TFLxmertForPreTrainingr   c                 O   r   r   r	   r
   r   r   r   r     r   zTFLxmertForPreTraining.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )TFLxmertMainLayerr   c                 O   r   r   r	   r
   r   r   r   r     r   zTFLxmertMainLayer.__init__Nr   r   r   r   r   r  	  r   r  c                   @   r   )TFLxmertModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zTFLxmertModel.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )TFLxmertPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r     r   z TFLxmertPreTrainedModel.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )TFLxmertVisualFeatureEncoderr   c                 O   r   r   r	   r
   r   r   r   r   !  r   z%TFLxmertVisualFeatureEncoder.__init__Nr   r   r   r   r   r	    r   r	  c                   @   r   )TFMarianModelr   c                 O   r   r   r	   r
   r   r   r   r   (  r   zTFMarianModel.__init__Nr   r   r   r   r   r
  %  r   r
  c                   @   r   )TFMarianMTModelr   c                 O   r   r   r	   r
   r   r   r   r   /  r   zTFMarianMTModel.__init__Nr   r   r   r   r   r  ,  r   r  c                   @   r   )TFMarianPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r   6  r   z TFMarianPreTrainedModel.__init__Nr   r   r   r   r   r  3  r   r  c                   @   r   )TFMBartForConditionalGenerationr   c                 O   r   r   r	   r
   r   r   r   r   =  r   z(TFMBartForConditionalGeneration.__init__Nr   r   r   r   r   r  :  r   r  c                   @   r   )TFMBartModelr   c                 O   r   r   r	   r
   r   r   r   r   D  r   zTFMBartModel.__init__Nr   r   r   r   r   r  A  r   r  c                   @   r   )TFMBartPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r   K  r   zTFMBartPreTrainedModel.__init__Nr   r   r   r   r   r  H  r   r  c                   @   r   )TFMobileBertForMaskedLMr   c                 O   r   r   r	   r
   r   r   r   r   U  r   z TFMobileBertForMaskedLM.__init__Nr   r   r   r   r   r  R  r   r  c                   @   r   )TFMobileBertForMultipleChoicer   c                 O   r   r   r	   r
   r   r   r   r   \  r   z&TFMobileBertForMultipleChoice.__init__Nr   r   r   r   r   r  Y  r   r  c                   @   r   )%TFMobileBertForNextSentencePredictionr   c                 O   r   r   r	   r
   r   r   r   r   c  r   z.TFMobileBertForNextSentencePrediction.__init__Nr   r   r   r   r   r  `  r   r  c                   @   r   )TFMobileBertForPreTrainingr   c                 O   r   r   r	   r
   r   r   r   r   j  r   z#TFMobileBertForPreTraining.__init__Nr   r   r   r   r   r  g  r   r  c                   @   r   ) TFMobileBertForQuestionAnsweringr   c                 O   r   r   r	   r
   r   r   r   r   q  r   z)TFMobileBertForQuestionAnswering.__init__Nr   r   r   r   r   r  n  r   r  c                   @   r   )%TFMobileBertForSequenceClassificationr   c                 O   r   r   r	   r
   r   r   r   r   x  r   z.TFMobileBertForSequenceClassification.__init__Nr   r   r   r   r   r  u  r   r  c                   @   r   )"TFMobileBertForTokenClassificationr   c                 O   r   r   r	   r
   r   r   r   r     r   z+TFMobileBertForTokenClassification.__init__Nr   r   r   r   r   r  |  r   r  c                   @   r   )TFMobileBertMainLayerr   c                 O   r   r   r	   r
   r   r   r   r     r   zTFMobileBertMainLayer.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )TFMobileBertModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zTFMobileBertModel.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )TFMobileBertPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r     r   z$TFMobileBertPreTrainedModel.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )!TFMobileViTForImageClassificationr   c                 O   r   r   r	   r
   r   r   r   r     r   z*TFMobileViTForImageClassification.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )"TFMobileViTForSemanticSegmentationr   c                 O   r   r   r	   r
   r   r   r   r     r   z+TFMobileViTForSemanticSegmentation.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )TFMobileViTModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zTFMobileViTModel.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )TFMobileViTPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r     r   z#TFMobileViTPreTrainedModel.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )TFMPNetForMaskedLMr   c                 O   r   r   r	   r
   r   r   r   r     r   zTFMPNetForMaskedLM.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )TFMPNetForMultipleChoicer   c                 O   r   r   r	   r
   r   r   r   r     r   z!TFMPNetForMultipleChoice.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )TFMPNetForQuestionAnsweringr   c                 O   r   r   r	   r
   r   r   r   r     r   z$TFMPNetForQuestionAnswering.__init__Nr   r   r   r   r   r     r   r   c                   @   r   ) TFMPNetForSequenceClassificationr   c                 O   r   r   r	   r
   r   r   r   r     r   z)TFMPNetForSequenceClassification.__init__Nr   r   r   r   r   r!    r   r!  c                   @   r   )TFMPNetForTokenClassificationr   c                 O   r   r   r	   r
   r   r   r   r     r   z&TFMPNetForTokenClassification.__init__Nr   r   r   r   r   r"    r   r"  c                   @   r   )TFMPNetMainLayerr   c                 O   r   r   r	   r
   r   r   r   r     r   zTFMPNetMainLayer.__init__Nr   r   r   r   r   r#    r   r#  c                   @   r   )TFMPNetModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zTFMPNetModel.__init__Nr   r   r   r   r   r$    r   r$  c                   @   r   )TFMPNetPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zTFMPNetPreTrainedModel.__init__Nr   r   r   r   r   r%    r   r%  c                   @   r   )TFMT5EncoderModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zTFMT5EncoderModel.__init__Nr   r   r   r   r   r&    r   r&  c                   @   r   )TFMT5ForConditionalGenerationr   c                 O   r   r   r	   r
   r   r   r   r     r   z&TFMT5ForConditionalGeneration.__init__Nr   r   r   r   r   r'    r   r'  c                   @   r   )
TFMT5Modelr   c                 O   r   r   r	   r
   r   r   r   r     r   zTFMT5Model.__init__Nr   r   r   r   r   r(     r   r(  c                   @   r   )TFOpenAIGPTDoubleHeadsModelr   c                 O   r   r   r	   r
   r   r   r   r     r   z$TFOpenAIGPTDoubleHeadsModel.__init__Nr   r   r   r   r   r)  
  r   r)  c                   @   r   )$TFOpenAIGPTForSequenceClassificationr   c                 O   r   r   r	   r
   r   r   r   r     r   z-TFOpenAIGPTForSequenceClassification.__init__Nr   r   r   r   r   r*    r   r*  c                   @   r   )TFOpenAIGPTLMHeadModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zTFOpenAIGPTLMHeadModel.__init__Nr   r   r   r   r   r+    r   r+  c                   @   r   )TFOpenAIGPTMainLayerr   c                 O   r   r   r	   r
   r   r   r   r   "  r   zTFOpenAIGPTMainLayer.__init__Nr   r   r   r   r   r,    r   r,  c                   @   r   )TFOpenAIGPTModelr   c                 O   r   r   r	   r
   r   r   r   r   )  r   zTFOpenAIGPTModel.__init__Nr   r   r   r   r   r-  &  r   r-  c                   @   r   )TFOpenAIGPTPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r   0  r   z#TFOpenAIGPTPreTrainedModel.__init__Nr   r   r   r   r   r.  -  r   r.  c                   @   r   )TFOPTForCausalLMr   c                 O   r   r   r	   r
   r   r   r   r   7  r   zTFOPTForCausalLM.__init__Nr   r   r   r   r   r/  4  r   r/  c                   @   r   )
TFOPTModelr   c                 O   r   r   r	   r
   r   r   r   r   >  r   zTFOPTModel.__init__Nr   r   r   r   r   r0  ;  r   r0  c                   @   r   )TFOPTPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r   E  r   zTFOPTPreTrainedModel.__init__Nr   r   r   r   r   r1  B  r   r1  c                   @   r   )!TFPegasusForConditionalGenerationr   c                 O   r   r   r	   r
   r   r   r   r   L  r   z*TFPegasusForConditionalGeneration.__init__Nr   r   r   r   r   r2  I  r   r2  c                   @   r   )TFPegasusModelr   c                 O   r   r   r	   r
   r   r   r   r   S  r   zTFPegasusModel.__init__Nr   r   r   r   r   r3  P  r   r3  c                   @   r   )TFPegasusPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r   Z  r   z!TFPegasusPreTrainedModel.__init__Nr   r   r   r   r   r4  W  r   r4  c                   @   r   )
TFRagModelr   c                 O   r   r   r	   r
   r   r   r   r   a  r   zTFRagModel.__init__Nr   r   r   r   r   r5  ^  r   r5  c                   @   r   )TFRagPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r   h  r   zTFRagPreTrainedModel.__init__Nr   r   r   r   r   r6  e  r   r6  c                   @   r   )TFRagSequenceForGenerationr   c                 O   r   r   r	   r
   r   r   r   r   o  r   z#TFRagSequenceForGeneration.__init__Nr   r   r   r   r   r7  l  r   r7  c                   @   r   )TFRagTokenForGenerationr   c                 O   r   r   r	   r
   r   r   r   r   v  r   z TFRagTokenForGeneration.__init__Nr   r   r   r   r   r8  s  r   r8  c                   @   r   )TFRegNetForImageClassificationr   c                 O   r   r   r	   r
   r   r   r   r     r   z'TFRegNetForImageClassification.__init__Nr   r   r   r   r   r9  }  r   r9  c                   @   r   )TFRegNetModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zTFRegNetModel.__init__Nr   r   r   r   r   r:    r   r:  c                   @   r   )TFRegNetPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r     r   z TFRegNetPreTrainedModel.__init__Nr   r   r   r   r   r;    r   r;  c                   @   r   )TFRemBertForCausalLMr   c                 O   r   r   r	   r
   r   r   r   r     r   zTFRemBertForCausalLM.__init__Nr   r   r   r   r   r<    r   r<  c                   @   r   )TFRemBertForMaskedLMr   c                 O   r   r   r	   r
   r   r   r   r     r   zTFRemBertForMaskedLM.__init__Nr   r   r   r   r   r=    r   r=  c                   @   r   )TFRemBertForMultipleChoicer   c                 O   r   r   r	   r
   r   r   r   r     r   z#TFRemBertForMultipleChoice.__init__Nr   r   r   r   r   r>    r   r>  c                   @   r   )TFRemBertForQuestionAnsweringr   c                 O   r   r   r	   r
   r   r   r   r     r   z&TFRemBertForQuestionAnswering.__init__Nr   r   r   r   r   r?    r   r?  c                   @   r   )"TFRemBertForSequenceClassificationr   c                 O   r   r   r	   r
   r   r   r   r     r   z+TFRemBertForSequenceClassification.__init__Nr   r   r   r   r   r@    r   r@  c                   @   r   )TFRemBertForTokenClassificationr   c                 O   r   r   r	   r
   r   r   r   r     r   z(TFRemBertForTokenClassification.__init__Nr   r   r   r   r   rA    r   rA  c                   @   r   )TFRemBertLayerr   c                 O   r   r   r	   r
   r   r   r   r     r   zTFRemBertLayer.__init__Nr   r   r   r   r   rB    r   rB  c                   @   r   )TFRemBertModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zTFRemBertModel.__init__Nr   r   r   r   r   rC    r   rC  c                   @   r   )TFRemBertPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r     r   z!TFRemBertPreTrainedModel.__init__Nr   r   r   r   r   rD    r   rD  c                   @   r   )TFResNetForImageClassificationr   c                 O   r   r   r	   r
   r   r   r   r     r   z'TFResNetForImageClassification.__init__Nr   r   r   r   r   rE    r   rE  c                   @   r   )TFResNetModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zTFResNetModel.__init__Nr   r   r   r   r   rF    r   rF  c                   @   r   )TFResNetPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r     r   z TFResNetPreTrainedModel.__init__Nr   r   r   r   r   rG    r   rG  c                   @   r   )TFRobertaForCausalLMr   c                 O   r   r   r	   r
   r   r   r   r     r   zTFRobertaForCausalLM.__init__Nr   r   r   r   r   rH    r   rH  c                   @   r   )TFRobertaForMaskedLMr   c                 O   r   r   r	   r
   r   r   r   r     r   zTFRobertaForMaskedLM.__init__Nr   r   r   r   r   rI    r   rI  c                   @   r   )TFRobertaForMultipleChoicer   c                 O   r   r   r	   r
   r   r   r   r    	  r   z#TFRobertaForMultipleChoice.__init__Nr   r   r   r   r   rJ    r   rJ  c                   @   r   )TFRobertaForQuestionAnsweringr   c                 O   r   r   r	   r
   r   r   r   r   	  r   z&TFRobertaForQuestionAnswering.__init__Nr   r   r   r   r   rK  	  r   rK  c                   @   r   )"TFRobertaForSequenceClassificationr   c                 O   r   r   r	   r
   r   r   r   r   	  r   z+TFRobertaForSequenceClassification.__init__Nr   r   r   r   r   rL  	  r   rL  c                   @   r   )TFRobertaForTokenClassificationr   c                 O   r   r   r	   r
   r   r   r   r   	  r   z(TFRobertaForTokenClassification.__init__Nr   r   r   r   r   rM  	  r   rM  c                   @   r   )TFRobertaMainLayerr   c                 O   r   r   r	   r
   r   r   r   r   	  r   zTFRobertaMainLayer.__init__Nr   r   r   r   r   rN  	  r   rN  c                   @   r   )TFRobertaModelr   c                 O   r   r   r	   r
   r   r   r   r   #	  r   zTFRobertaModel.__init__Nr   r   r   r   r   rO   	  r   rO  c                   @   r   )TFRobertaPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r   *	  r   z!TFRobertaPreTrainedModel.__init__Nr   r   r   r   r   rP  '	  r   rP  c                   @   r   ) TFRobertaPreLayerNormForCausalLMr   c                 O   r   r   r	   r
   r   r   r   r   4	  r   z)TFRobertaPreLayerNormForCausalLM.__init__Nr   r   r   r   r   rQ  1	  r   rQ  c                   @   r   ) TFRobertaPreLayerNormForMaskedLMr   c                 O   r   r   r	   r
   r   r   r   r   ;	  r   z)TFRobertaPreLayerNormForMaskedLM.__init__Nr   r   r   r   r   rR  8	  r   rR  c                   @   r   )&TFRobertaPreLayerNormForMultipleChoicer   c                 O   r   r   r	   r
   r   r   r   r   B	  r   z/TFRobertaPreLayerNormForMultipleChoice.__init__Nr   r   r   r   r   rS  ?	  r   rS  c                   @   r   ))TFRobertaPreLayerNormForQuestionAnsweringr   c                 O   r   r   r	   r
   r   r   r   r   I	  r   z2TFRobertaPreLayerNormForQuestionAnswering.__init__Nr   r   r   r   r   rT  F	  r   rT  c                   @   r   ).TFRobertaPreLayerNormForSequenceClassificationr   c                 O   r   r   r	   r
   r   r   r   r   P	  r   z7TFRobertaPreLayerNormForSequenceClassification.__init__Nr   r   r   r   r   rU  M	  r   rU  c                   @   r   )+TFRobertaPreLayerNormForTokenClassificationr   c                 O   r   r   r	   r
   r   r   r   r   W	  r   z4TFRobertaPreLayerNormForTokenClassification.__init__Nr   r   r   r   r   rV  T	  r   rV  c                   @   r   )TFRobertaPreLayerNormMainLayerr   c                 O   r   r   r	   r
   r   r   r   r   ^	  r   z'TFRobertaPreLayerNormMainLayer.__init__Nr   r   r   r   r   rW  [	  r   rW  c                   @   r   )TFRobertaPreLayerNormModelr   c                 O   r   r   r	   r
   r   r   r   r   e	  r   z#TFRobertaPreLayerNormModel.__init__Nr   r   r   r   r   rX  b	  r   rX  c                   @   r   )$TFRobertaPreLayerNormPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r   l	  r   z-TFRobertaPreLayerNormPreTrainedModel.__init__Nr   r   r   r   r   rY  i	  r   rY  c                   @   r   )TFRoFormerForCausalLMr   c                 O   r   r   r	   r
   r   r   r   r   v	  r   zTFRoFormerForCausalLM.__init__Nr   r   r   r   r   rZ  s	  r   rZ  c                   @   r   )TFRoFormerForMaskedLMr   c                 O   r   r   r	   r
   r   r   r   r   }	  r   zTFRoFormerForMaskedLM.__init__Nr   r   r   r   r   r[  z	  r   r[  c                   @   r   )TFRoFormerForMultipleChoicer   c                 O   r   r   r	   r
   r   r   r   r   	  r   z$TFRoFormerForMultipleChoice.__init__Nr   r   r   r   r   r\  	  r   r\  c                   @   r   )TFRoFormerForQuestionAnsweringr   c                 O   r   r   r	   r
   r   r   r   r   	  r   z'TFRoFormerForQuestionAnswering.__init__Nr   r   r   r   r   r]  	  r   r]  c                   @   r   )#TFRoFormerForSequenceClassificationr   c                 O   r   r   r	   r
   r   r   r   r   	  r   z,TFRoFormerForSequenceClassification.__init__Nr   r   r   r   r   r^  	  r   r^  c                   @   r   ) TFRoFormerForTokenClassificationr   c                 O   r   r   r	   r
   r   r   r   r   	  r   z)TFRoFormerForTokenClassification.__init__Nr   r   r   r   r   r_  	  r   r_  c                   @   r   )TFRoFormerLayerr   c                 O   r   r   r	   r
   r   r   r   r   	  r   zTFRoFormerLayer.__init__Nr   r   r   r   r   r`  	  r   r`  c                   @   r   )TFRoFormerModelr   c                 O   r   r   r	   r
   r   r   r   r   	  r   zTFRoFormerModel.__init__Nr   r   r   r   r   ra  	  r   ra  c                   @   r   )TFRoFormerPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r   	  r   z"TFRoFormerPreTrainedModel.__init__Nr   r   r   r   r   rb  	  r   rb  c                   @   r   )
TFSamModelr   c                 O   r   r   r	   r
   r   r   r   r   	  r   zTFSamModel.__init__Nr   r   r   r   r   rc  	  r   rc  c                   @   r   )TFSamPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r   	  r   zTFSamPreTrainedModel.__init__Nr   r   r   r   r   rd  	  r   rd  c                   @   r   )TFSegformerDecodeHeadr   c                 O   r   r   r	   r
   r   r   r   r   	  r   zTFSegformerDecodeHead.__init__Nr   r   r   r   r   re  	  r   re  c                   @   r   )!TFSegformerForImageClassificationr   c                 O   r   r   r	   r
   r   r   r   r   	  r   z*TFSegformerForImageClassification.__init__Nr   r   r   r   r   rf  	  r   rf  c                   @   r   )"TFSegformerForSemanticSegmentationr   c                 O   r   r   r	   r
   r   r   r   r   	  r   z+TFSegformerForSemanticSegmentation.__init__Nr   r   r   r   r   rg  	  r   rg  c                   @   r   )TFSegformerModelr   c                 O   r   r   r	   r
   r   r   r   r   	  r   zTFSegformerModel.__init__Nr   r   r   r   r   rh  	  r   rh  c                   @   r   )TFSegformerPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r   	  r   z#TFSegformerPreTrainedModel.__init__Nr   r   r   r   r   ri  	  r   ri  c                   @   r   )%TFSpeech2TextForConditionalGenerationr   c                 O   r   r   r	   r
   r   r   r   r   	  r   z.TFSpeech2TextForConditionalGeneration.__init__Nr   r   r   r   r   rj  	  r   rj  c                   @   r   )TFSpeech2TextModelr   c                 O   r   r   r	   r
   r   r   r   r   	  r   zTFSpeech2TextModel.__init__Nr   r   r   r   r   rk  	  r   rk  c                   @   r   )TFSpeech2TextPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r   	  r   z%TFSpeech2TextPreTrainedModel.__init__Nr   r   r   r   r   rl  	  r   rl  c                   @   r   )TFSwinForImageClassificationr   c                 O   r   r   r	   r
   r   r   r   r   
  r   z%TFSwinForImageClassification.__init__Nr   r   r   r   r   rm  
  r   rm  c                   @   r   )TFSwinForMaskedImageModelingr   c                 O   r   r   r	   r
   r   r   r   r   
  r   z%TFSwinForMaskedImageModeling.__init__Nr   r   r   r   r   rn  
  r   rn  c                   @   r   )TFSwinModelr   c                 O   r   r   r	   r
   r   r   r   r   
  r   zTFSwinModel.__init__Nr   r   r   r   r   ro  
  r   ro  c                   @   r   )TFSwinPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r   
  r   zTFSwinPreTrainedModel.__init__Nr   r   r   r   r   rp  
  r   rp  c                   @   r   )TFT5EncoderModelr   c                 O   r   r   r	   r
   r   r   r   r   &
  r   zTFT5EncoderModel.__init__Nr   r   r   r   r   rq  #
  r   rq  c                   @   r   )TFT5ForConditionalGenerationr   c                 O   r   r   r	   r
   r   r   r   r   -
  r   z%TFT5ForConditionalGeneration.__init__Nr   r   r   r   r   rr  *
  r   rr  c                   @   r   )	TFT5Modelr   c                 O   r   r   r	   r
   r   r   r   r   4
  r   zTFT5Model.__init__Nr   r   r   r   r   rs  1
  r   rs  c                   @   r   )TFT5PreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r   ;
  r   zTFT5PreTrainedModel.__init__Nr   r   r   r   r   rt  8
  r   rt  c                   @   r   )TFTapasForMaskedLMr   c                 O   r   r   r	   r
   r   r   r   r   E
  r   zTFTapasForMaskedLM.__init__Nr   r   r   r   r   ru  B
  r   ru  c                   @   r   )TFTapasForQuestionAnsweringr   c                 O   r   r   r	   r
   r   r   r   r   L
  r   z$TFTapasForQuestionAnswering.__init__Nr   r   r   r   r   rv  I
  r   rv  c                   @   r   ) TFTapasForSequenceClassificationr   c                 O   r   r   r	   r
   r   r   r   r   S
  r   z)TFTapasForSequenceClassification.__init__Nr   r   r   r   r   rw  P
  r   rw  c                   @   r   )TFTapasModelr   c                 O   r   r   r	   r
   r   r   r   r   Z
  r   zTFTapasModel.__init__Nr   r   r   r   r   rx  W
  r   rx  c                   @   r   )TFTapasPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r   a
  r   zTFTapasPreTrainedModel.__init__Nr   r   r   r   r   ry  ^
  r   ry  c                   @   r   )TFVisionEncoderDecoderModelr   c                 O   r   r   r	   r
   r   r   r   r   h
  r   z$TFVisionEncoderDecoderModel.__init__Nr   r   r   r   r   rz  e
  r   rz  c                   @   r   )TFVisionTextDualEncoderModelr   c                 O   r   r   r	   r
   r   r   r   r   o
  r   z%TFVisionTextDualEncoderModel.__init__Nr   r   r   r   r   r{  l
  r   r{  c                   @   r   )TFViTForImageClassificationr   c                 O   r   r   r	   r
   r   r   r   r   v
  r   z$TFViTForImageClassification.__init__Nr   r   r   r   r   r|  s
  r   r|  c                   @   r   )
TFViTModelr   c                 O   r   r   r	   r
   r   r   r   r   }
  r   zTFViTModel.__init__Nr   r   r   r   r   r}  z
  r   r}  c                   @   r   )TFViTPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r   
  r   zTFViTPreTrainedModel.__init__Nr   r   r   r   r   r~  
  r   r~  c                   @   r   )TFViTMAEForPreTrainingr   c                 O   r   r   r	   r
   r   r   r   r   
  r   zTFViTMAEForPreTraining.__init__Nr   r   r   r   r   r  
  r   r  c                   @   r   )TFViTMAEModelr   c                 O   r   r   r	   r
   r   r   r   r   
  r   zTFViTMAEModel.__init__Nr   r   r   r   r   r  
  r   r  c                   @   r   )TFViTMAEPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r   
  r   z TFViTMAEPreTrainedModel.__init__Nr   r   r   r   r   r  
  r   r  c                   @   r   )TFWav2Vec2ForCTCr   c                 O   r   r   r	   r
   r   r   r   r   
  r   zTFWav2Vec2ForCTC.__init__Nr   r   r   r   r   r  
  r   r  c                   @   r   )#TFWav2Vec2ForSequenceClassificationr   c                 O   r   r   r	   r
   r   r   r   r   
  r   z,TFWav2Vec2ForSequenceClassification.__init__Nr   r   r   r   r   r  
  r   r  c                   @   r   )TFWav2Vec2Modelr   c                 O   r   r   r	   r
   r   r   r   r   
  r   zTFWav2Vec2Model.__init__Nr   r   r   r   r   r  
  r   r  c                   @   r   )TFWav2Vec2PreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r   
  r   z"TFWav2Vec2PreTrainedModel.__init__Nr   r   r   r   r   r  
  r   r  c                   @   r   )!TFWhisperForConditionalGenerationr   c                 O   r   r   r	   r
   r   r   r   r   
  r   z*TFWhisperForConditionalGeneration.__init__Nr   r   r   r   r   r  
  r   r  c                   @   r   )TFWhisperModelr   c                 O   r   r   r	   r
   r   r   r   r   
  r   zTFWhisperModel.__init__Nr   r   r   r   r   r  
  r   r  c                   @   r   )TFWhisperPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r   
  r   z!TFWhisperPreTrainedModel.__init__Nr   r   r   r   r   r  
  r   r  c                   @   r   )TFXGLMForCausalLMr   c                 O   r   r   r	   r
   r   r   r   r   
  r   zTFXGLMForCausalLM.__init__Nr   r   r   r   r   r  
  r   r  c                   @   r   )TFXGLMModelr   c                 O   r   r   r	   r
   r   r   r   r   
  r   zTFXGLMModel.__init__Nr   r   r   r   r   r  
  r   r  c                   @   r   )TFXGLMPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r   
  r   zTFXGLMPreTrainedModel.__init__Nr   r   r   r   r   r  
  r   r  c                   @   r   )TFXLMForMultipleChoicer   c                 O   r   r   r	   r
   r   r   r   r   
  r   zTFXLMForMultipleChoice.__init__Nr   r   r   r   r   r  
  r   r  c                   @   r   )TFXLMForQuestionAnsweringSimpler   c                 O   r   r   r	   r
   r   r   r   r   
  r   z(TFXLMForQuestionAnsweringSimple.__init__Nr   r   r   r   r   r  
  r   r  c                   @   r   )TFXLMForSequenceClassificationr   c                 O   r   r   r	   r
   r   r   r   r      r   z'TFXLMForSequenceClassification.__init__Nr   r   r   r   r   r  
  r   r  c                   @   r   )TFXLMForTokenClassificationr   c                 O   r   r   r	   r
   r   r   r   r     r   z$TFXLMForTokenClassification.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )TFXLMMainLayerr   c                 O   r   r   r	   r
   r   r   r   r     r   zTFXLMMainLayer.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )
TFXLMModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zTFXLMModel.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )TFXLMPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zTFXLMPreTrainedModel.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )TFXLMWithLMHeadModelr   c                 O   r   r   r	   r
   r   r   r   r   #  r   zTFXLMWithLMHeadModel.__init__Nr   r   r   r   r   r     r   r  c                   @   r   )TFXLMRobertaForCausalLMr   c                 O   r   r   r	   r
   r   r   r   r   -  r   z TFXLMRobertaForCausalLM.__init__Nr   r   r   r   r   r  *  r   r  c                   @   r   )TFXLMRobertaForMaskedLMr   c                 O   r   r   r	   r
   r   r   r   r   4  r   z TFXLMRobertaForMaskedLM.__init__Nr   r   r   r   r   r  1  r   r  c                   @   r   )TFXLMRobertaForMultipleChoicer   c                 O   r   r   r	   r
   r   r   r   r   ;  r   z&TFXLMRobertaForMultipleChoice.__init__Nr   r   r   r   r   r  8  r   r  c                   @   r   ) TFXLMRobertaForQuestionAnsweringr   c                 O   r   r   r	   r
   r   r   r   r   B  r   z)TFXLMRobertaForQuestionAnswering.__init__Nr   r   r   r   r   r  ?  r   r  c                   @   r   )%TFXLMRobertaForSequenceClassificationr   c                 O   r   r   r	   r
   r   r   r   r   I  r   z.TFXLMRobertaForSequenceClassification.__init__Nr   r   r   r   r   r  F  r   r  c                   @   r   )"TFXLMRobertaForTokenClassificationr   c                 O   r   r   r	   r
   r   r   r   r   P  r   z+TFXLMRobertaForTokenClassification.__init__Nr   r   r   r   r   r  M  r   r  c                   @   r   )TFXLMRobertaModelr   c                 O   r   r   r	   r
   r   r   r   r   W  r   zTFXLMRobertaModel.__init__Nr   r   r   r   r   r  T  r   r  c                   @   r   )TFXLMRobertaPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r   ^  r   z$TFXLMRobertaPreTrainedModel.__init__Nr   r   r   r   r   r  [  r   r  c                   @   r   )TFXLNetForMultipleChoicer   c                 O   r   r   r	   r
   r   r   r   r   h  r   z!TFXLNetForMultipleChoice.__init__Nr   r   r   r   r   r  e  r   r  c                   @   r   )!TFXLNetForQuestionAnsweringSimpler   c                 O   r   r   r	   r
   r   r   r   r   o  r   z*TFXLNetForQuestionAnsweringSimple.__init__Nr   r   r   r   r   r  l  r   r  c                   @   r   ) TFXLNetForSequenceClassificationr   c                 O   r   r   r	   r
   r   r   r   r   v  r   z)TFXLNetForSequenceClassification.__init__Nr   r   r   r   r   r  s  r   r  c                   @   r   )TFXLNetForTokenClassificationr   c                 O   r   r   r	   r
   r   r   r   r   }  r   z&TFXLNetForTokenClassification.__init__Nr   r   r   r   r   r  z  r   r  c                   @   r   )TFXLNetLMHeadModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zTFXLNetLMHeadModel.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )TFXLNetMainLayerr   c                 O   r   r   r	   r
   r   r   r   r     r   zTFXLNetMainLayer.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )TFXLNetModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zTFXLNetModel.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )TFXLNetPreTrainedModelr   c                 O   r   r   r	   r
   r   r   r   r     r   zTFXLNetPreTrainedModel.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )AdamWeightDecayr   c                 O   r   r   r	   r
   r   r   r   r     r   zAdamWeightDecay.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )GradientAccumulatorr   c                 O   r   r   r	   r
   r   r   r   r     r   zGradientAccumulator.__init__Nr   r   r   r   r   r    r   r  c                   @   r   )WarmUpr   c                 O   r   r   r	   r
   r   r   r   r     r   zWarmUp.__init__Nr   r   r   r   r   r    r   r  c                  O   r*   r   )r   create_optimizerr,   r   r   r   r    r   r  c                   @   r   )	TFTrainerr   c                 O   r   r   r	   r
   r   r   r   r     r   zTFTrainer.__init__Nr   r   r   r   r   r    r   r  (  utilsr   r   r   r   r   r   r   r   r   r   r    r!   r"   r#   r$   r%   r&   r'   r(   r)   r+   r-   r.   r/   r0   r1   r2   'TF_ALBERT_PRETRAINED_MODEL_ARCHIVE_LISTr3   r4   r5   r6   r7   r8   r9   r:   r;   )TF_MODEL_FOR_AUDIO_CLASSIFICATION_MAPPINGTF_MODEL_FOR_CAUSAL_LM_MAPPING0TF_MODEL_FOR_DOCUMENT_QUESTION_ANSWERING_MAPPING)TF_MODEL_FOR_IMAGE_CLASSIFICATION_MAPPING$TF_MODEL_FOR_MASK_GENERATION_MAPPING*TF_MODEL_FOR_MASKED_IMAGE_MODELING_MAPPINGTF_MODEL_FOR_MASKED_LM_MAPPING$TF_MODEL_FOR_MULTIPLE_CHOICE_MAPPING-TF_MODEL_FOR_NEXT_SENTENCE_PREDICTION_MAPPING TF_MODEL_FOR_PRETRAINING_MAPPING'TF_MODEL_FOR_QUESTION_ANSWERING_MAPPING*TF_MODEL_FOR_SEMANTIC_SEGMENTATION_MAPPING)TF_MODEL_FOR_SEQ_TO_SEQ_CAUSAL_LM_MAPPING,TF_MODEL_FOR_SEQUENCE_CLASSIFICATION_MAPPING%TF_MODEL_FOR_SPEECH_SEQ_2_SEQ_MAPPING-TF_MODEL_FOR_TABLE_QUESTION_ANSWERING_MAPPING"TF_MODEL_FOR_TEXT_ENCODING_MAPPING)TF_MODEL_FOR_TOKEN_CLASSIFICATION_MAPPING!TF_MODEL_FOR_VISION_2_SEQ_MAPPING3TF_MODEL_FOR_ZERO_SHOT_IMAGE_CLASSIFICATION_MAPPINGTF_MODEL_MAPPINGTF_MODEL_WITH_LM_HEAD_MAPPINGr<   r=   r>   r?   r@   rA   rB   rC   rD   rE   rF   rG   rH   rI   rJ   rK   rL   rM   rN   rO   rP   rQ   rR   rS   rT   rU   %TF_BERT_PRETRAINED_MODEL_ARCHIVE_LISTrV   rW   rX   rY   rZ   r[   r\   r]   r^   r_   r`   ra   rb   rc   rd   re   rf   rg   %TF_BLIP_PRETRAINED_MODEL_ARCHIVE_LISTrh   ri   rj   rk   rl   rm   rn   *TF_CAMEMBERT_PRETRAINED_MODEL_ARCHIVE_LISTro   rp   rq   rr   rs   rt   ru   rv   %TF_CLIP_PRETRAINED_MODEL_ARCHIVE_LISTrw   rx   ry   rz   )TF_CONVBERT_PRETRAINED_MODEL_ARCHIVE_LISTr{   r|   r}   r~   r   r   r   r   r   r   r   r   r   r   %TF_CTRL_PRETRAINED_MODEL_ARCHIVE_LISTr   r   r   r   $TF_CVT_PRETRAINED_MODEL_ARCHIVE_LISTr   r   r   r   r   r   r   (TF_DEBERTA_PRETRAINED_MODEL_ARCHIVE_LISTr   r   r   r   r   r   +TF_DEBERTA_V2_PRETRAINED_MODEL_ARCHIVE_LISTr   r   r   r   r   r   r   %TF_DEIT_PRETRAINED_MODEL_ARCHIVE_LISTr   r   r   r   r   +TF_TRANSFO_XL_PRETRAINED_MODEL_ARCHIVE_LISTr   r   r   r   r   r   +TF_DISTILBERT_PRETRAINED_MODEL_ARCHIVE_LISTr   r   r   r   r   r   r   r   4TF_DPR_CONTEXT_ENCODER_PRETRAINED_MODEL_ARCHIVE_LIST5TF_DPR_QUESTION_ENCODER_PRETRAINED_MODEL_ARCHIVE_LIST+TF_DPR_READER_PRETRAINED_MODEL_ARCHIVE_LISTr   r   r   r   r   r   0TF_EFFICIENTFORMER_PRETRAINED_MODEL_ARCHIVE_LISTr   r   r   r   (TF_ELECTRA_PRETRAINED_MODEL_ARCHIVE_LISTr   r   r   r   r   r   r   r   r   !ESM_PRETRAINED_MODEL_ARCHIVE_LISTr   r   r   r   r   )TF_FLAUBERT_PRETRAINED_MODEL_ARCHIVE_LISTr   r   r   r   r   r   r   'TF_FUNNEL_PRETRAINED_MODEL_ARCHIVE_LISTr   r   r   r   r   r   r   r   r   %TF_GPT2_PRETRAINED_MODEL_ARCHIVE_LISTr   r   r   r   r   r   r   r   r   r   r   )TF_GROUPVIT_PRETRAINED_MODEL_ARCHIVE_LISTr   r   r   r   'TF_HUBERT_PRETRAINED_MODEL_ARCHIVE_LISTr   r   r   )TF_LAYOUTLM_PRETRAINED_MODEL_ARCHIVE_LISTr   r   r   r   r   r   r   +TF_LAYOUTLMV3_PRETRAINED_MODEL_ARCHIVE_LISTr   r   r   r   r   r   r   r   +TF_LONGFORMER_PRETRAINED_MODEL_ARCHIVE_LISTr   r   r   r   r  r  r  r  'TF_LXMERT_PRETRAINED_MODEL_ARCHIVE_LISTr  r  r  r  r	  r
  r  r  r  r  r  +TF_MOBILEBERT_PRETRAINED_MODEL_ARCHIVE_LISTr  r  r  r  r  r  r  r  r  r  *TF_MOBILEVIT_PRETRAINED_MODEL_ARCHIVE_LISTr  r  r  r  &TF_MPNET_PRETRAINED_MODEL_ARCHIVE_LISTr  r  r   r!  r"  r#  r$  r%  r&  r'  r(  +TF_OPENAI_GPT_PRETRAINED_MODEL_ARCHIVE_LISTr)  r*  r+  r,  r-  r.  r/  r0  r1  r2  r3  r4  r5  r6  r7  r8  'TF_REGNET_PRETRAINED_MODEL_ARCHIVE_LISTr9  r:  r;  (TF_REMBERT_PRETRAINED_MODEL_ARCHIVE_LISTr<  r=  r>  r?  r@  rA  rB  rC  rD  'TF_RESNET_PRETRAINED_MODEL_ARCHIVE_LISTrE  rF  rG  (TF_ROBERTA_PRETRAINED_MODEL_ARCHIVE_LISTrH  rI  rJ  rK  rL  rM  rN  rO  rP  5TF_ROBERTA_PRELAYERNORM_PRETRAINED_MODEL_ARCHIVE_LISTrQ  rR  rS  rT  rU  rV  rW  rX  rY  )TF_ROFORMER_PRETRAINED_MODEL_ARCHIVE_LISTrZ  r[  r\  r]  r^  r_  r`  ra  rb  $TF_SAM_PRETRAINED_MODEL_ARCHIVE_LISTrc  rd  *TF_SEGFORMER_PRETRAINED_MODEL_ARCHIVE_LISTre  rf  rg  rh  ri  /TF_SPEECH_TO_TEXT_PRETRAINED_MODEL_ARCHIVE_LISTrj  rk  rl  %TF_SWIN_PRETRAINED_MODEL_ARCHIVE_LISTrm  rn  ro  rp  #TF_T5_PRETRAINED_MODEL_ARCHIVE_LISTrq  rr  rs  rt  &TF_TAPAS_PRETRAINED_MODEL_ARCHIVE_LISTru  rv  rw  rx  ry  rz  r{  r|  r}  r~  r  r  r  ,TF_WAV_2_VEC_2_PRETRAINED_MODEL_ARCHIVE_LISTr  r  r  r  (TF_WHISPER_PRETRAINED_MODEL_ARCHIVE_LISTr  r  r  %TF_XGLM_PRETRAINED_MODEL_ARCHIVE_LISTr  r  r  $TF_XLM_PRETRAINED_MODEL_ARCHIVE_LISTr  r  r  r  r  r  r  r  ,TF_XLM_ROBERTA_PRETRAINED_MODEL_ARCHIVE_LISTr  r  r  r  r  r  r  r  &TF_XLNET_PRETRAINED_MODEL_ARCHIVE_LISTr  r  r  r  r  r  r  r  r  r  r  r  r  r   r   r   r   <module>   s  