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e¬«      �Z G �d„ �de¬«      �Z G �d„ �de¬«      �Z G �d„ �de¬«      �Z G �d„ �de¬«      �Z  G �d„ �de¬«      �Z! G �d„ �de¬«      �Z" G �d„ �de¬«      �Z# G �d„ �de¬«      �Z$ G �d„ �de¬«      �Z% G �d„ �de¬«      �Z& G �d„ �d e¬«      �Z' G �d!„ �d"e¬«      �Z( G �d#„ �d$e¬«      �Z) G �d%„ �d&e¬«      �Z* G �d'„ �d(e¬«      �Z+ G �d)„ �d*e¬«      �Z, G �d+„ �d,e¬«      �Z- G �d-„ �d.e¬«      �Z. G �d/„ �d0e¬«      �Z/ G �d1„ �d2e¬«      �Z0 G �d3„ �d4e¬«      �Z1 G �d5„ �d6e¬«      �Z2 G �d7„ �d8e¬«      �Z3 G �d9„ �d:e¬«      �Z4 G �d;„ �d<e¬«      �Z5 G �d=„ �d>e¬«      �Z6 G �d?„ �d@e¬«      �Z7 G �dA„ �dBe¬«      �Z8 G �dC„ �dDe¬«      �Z9 G �dE„ �dFe¬«      �Z: G �dG„ �dHe¬«      �Z; G �dI„ �dJe¬«      �Z< G �dK„ �dLe¬«      �Z= G �dM„ �dNe¬«      �Z> G �dO„ �dPe¬«      �Z? G �dQ„ �dRe¬«      �Z@ G �dS„ �dTe¬«      �ZA G �dU„ �dVe¬«      �ZB G �dW„ �dXe¬«      �ZC G �dY„ �dZe¬«      �ZD G �d[„ �d\e¬«      �ZE G �d]„ �d^e¬«      �ZF G �d_„ �d`e¬«      �ZG G �da„ �dbe¬«      �ZH G �dc„ �dde¬«      �ZI G �de„ �dfe¬«      �ZJ G �dg„ �dhe¬«      �ZK G �di„ �dje¬«      �ZL G �dk„ �dle¬«      �ZM G �dm„ �dne¬«      �ZN G �do„ �dpe¬«      �ZO G �dq„ �dre¬«      �ZP G �ds„ �dte¬«      �ZQ G �du„ �dve¬«      �ZR G �dw„ �dxe¬«      �ZS G �dy„ �dze¬«      �ZT G �d{„ �d|e¬«      �ZU G �d}„ �d~e¬«      �ZV G �d„ �d€e¬«      �ZW G �d�„ �d‚e¬«      �ZX G �dƒ„ �d„e¬«      �ZY G �d…„ �d†e¬«      �ZZ G �d‡„ �dˆe¬«      �Z[ G �d‰„ �dŠe¬«      �Z\ G �d‹„ �dŒe¬«      �Z] G �d�„ �dŽe¬«      �Z^ G �d�„ �d�e¬«      �Z_ G �d‘„ �d’e¬«      �Z` G �d“„ �d”e¬«      �Za G �d•„ �d–e¬«      �Zb G �d—„ �d˜e¬«      �Zc G �d™„ �dše¬«      �Zd G �d›„ �dœe¬«      �Ze G �d�„ �dže¬«      �Zf G �dŸ„ �d e¬«      �Zg G �d¡„ �d¢e¬«      �Zh G �d£„ �d¤e¬«      �Zi G �d¥„ �d¦e¬«      �Zj G �d§„ �d¨e¬«      �Zk G �d©„ �dªe¬«      �Zl G �d«„ �d¬e¬«      �Zm G �d­„ �d®e¬«      �Zn G �d¯„ �d°e¬«      �Zo G �d±„ �d²e¬«      �Zp G �d³„ �d´e¬«      �Zq G �dµ„ �d¶e¬«      �Zr G �d·„ �d¸e¬«      �Zs G �d¹„ �dºe¬«      �Zt G �d»„ �d¼e¬«      �Zu G �d½„ �d¾e¬«      �Zv G �d¿„ �dÀe¬«      �Zw G �dÁ„ �dÂe¬«      �Zx G �dÃ„ �dÄe¬«      �Zy G �dÅ„ �dÆe¬«      �Zz G �dÇ„ �dÈe¬«      �Z{ G �dÉ„ �dÊe¬«      �Z| G �dË„ �dÌe¬«      �Z} G �dÍ„ �dÎe¬«      �Z~ G �dÏ„ �dÐe¬«      �Z G �dÑ„ �dÒe¬«      �Z€ G �dÓ„ �dÔe¬«      �Z� G �dÕ„ �dÖe¬«      �Z‚ G �d×„ �dØe¬«      �Zƒ G �dÙ„ �dÚe¬«      �Z„ G �dÛ„ �dÜe¬«      �Z… G �dÝ„ �dÞe¬«      �Z† G �dß„ �dàe¬«      �Z‡ G �dá„ �dâe¬«      �Zˆ G �dã„ �däe¬«      �Z‰ G �då„ �dæe¬«      �ZŠ G �dç„ �dèe¬«      �Z‹ G �dé„ �dêe¬«      �ZŒ G �dë„ �dìe¬«      �Z� G �dí„ �dîe¬«      �ZŽ G �dï„ �dðe¬«      �Z� G �dñ„ �dòe¬«      �Z� G �dó„ �dôe¬«      �Z‘ G �dõ„ �döe¬«      �Z’ G �d÷„ �døe¬«      �Z“ G �dù„ �dúe¬«      �Z” G �dû„ �düe¬«      �Z• G �dý„ �dþe¬«      �Z– G �dÿ„ �d e¬«      �Z— G �d„ �de¬«      �Z˜ G �d„ �de¬«      �Z™ G �d„ �de¬«      �Zš G �d„ �de¬«      �Z› G �d	„ �d
e¬«      �Zœ G �d„ �de¬«      �Z� G �d„ �de¬«      �Zž G �d„ �de¬«      �ZŸ G �d„ �de¬«      �Z  G �d„ �de¬«      �Z¡ G �d„ �de¬«      �Z¢ G �d„ �de¬«      �Z£ G �d„ �de¬«      �Z¤ G �d„ �de¬«      �Z¥ G �d„ �de¬«      �Z¦ G �d„ �d e¬«      �Z§ G �d!„ �d"e¬«      �Z¨�d#„ �Z©y@($  é   )ÚDummyObjectÚrequires_backendsc                   ó   — e Zd ZdgZd„ Zy)ÚTFForcedBOSTokenLogitsProcessorÚtfc                 ó   — t        | dg«       y ©Nr   ©r   ©ÚselfÚargsÚkwargss      úa/var/www/skyplay_api_hub/venv/lib/python3.12/site-packages/transformers/utils/dummy_tf_objects.pyÚ__init__z(TFForcedBOSTokenLogitsProcessor.__init__   ó   € Ü˜$  Õ'ó    N©Ú__name__Ú
__module__Ú__qualname__Ú	_backendsr   © r   r   r   r      ó   „ Ø�€Ió(r   r   )Ú	metaclassc                   ó   — e Zd ZdgZd„ Zy)ÚTFForcedEOSTokenLogitsProcessorr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z(TFForcedEOSTokenLogitsProcessor.__init__   r   r   Nr   r   r   r   r   r      r   r   r   c                   ó   — e Zd ZdgZd„ Zy)ÚTFForceTokensLogitsProcessorr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z%TFForceTokensLogitsProcessor.__init__   r   r   Nr   r   r   r   r   r      r   r   r   c                   ó   — e Zd ZdgZd„ Zy)ÚTFGenerationMixinr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFGenerationMixin.__init__   r   r   Nr   r   r   r   r"   r"      r   r   r"   c                   ó   — e Zd ZdgZd„ Zy)ÚTFLogitsProcessorr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFLogitsProcessor.__init__$   r   r   Nr   r   r   r   r%   r%   !   r   r   r%   c                   ó   — e Zd ZdgZd„ Zy)ÚTFLogitsProcessorListr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFLogitsProcessorList.__init__+   r   r   Nr   r   r   r   r(   r(   (   r   r   r(   c                   ó   — e Zd ZdgZd„ Zy)ÚTFLogitsWarperr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFLogitsWarper.__init__2   r   r   Nr   r   r   r   r+   r+   /   r   r   r+   c                   ó   — e Zd ZdgZd„ Zy)ÚTFMinLengthLogitsProcessorr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z#TFMinLengthLogitsProcessor.__init__9   r   r   Nr   r   r   r   r.   r.   6   r   r   r.   c                   ó   — e Zd ZdgZd„ Zy)ÚTFNoBadWordsLogitsProcessorr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z$TFNoBadWordsLogitsProcessor.__init__@   r   r   Nr   r   r   r   r1   r1   =   r   r   r1   c                   ó   — e Zd ZdgZd„ Zy)ÚTFNoRepeatNGramLogitsProcessorr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z'TFNoRepeatNGramLogitsProcessor.__init__G   r   r   Nr   r   r   r   r4   r4   D   r   r   r4   c                   ó   — e Zd ZdgZd„ Zy)Ú"TFRepetitionPenaltyLogitsProcessorr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z+TFRepetitionPenaltyLogitsProcessor.__init__N   r   r   Nr   r   r   r   r7   r7   K   r   r   r7   c                   ó   — e Zd ZdgZd„ Zy)Ú&TFSuppressTokensAtBeginLogitsProcessorr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z/TFSuppressTokensAtBeginLogitsProcessor.__init__U   r   r   Nr   r   r   r   r:   r:   R   r   r   r:   c                   ó   — e Zd ZdgZd„ Zy)ÚTFSuppressTokensLogitsProcessorr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z(TFSuppressTokensLogitsProcessor.__init__\   r   r   Nr   r   r   r   r=   r=   Y   r   r   r=   c                   ó   — e Zd ZdgZd„ Zy)ÚTFTemperatureLogitsWarperr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z"TFTemperatureLogitsWarper.__init__c   r   r   Nr   r   r   r   r@   r@   `   r   r   r@   c                   ó   — e Zd ZdgZd„ Zy)ÚTFTopKLogitsWarperr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFTopKLogitsWarper.__init__j   r   r   Nr   r   r   r   rC   rC   g   r   r   rC   c                   ó   — e Zd ZdgZd„ Zy)ÚTFTopPLogitsWarperr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFTopPLogitsWarper.__init__q   r   r   Nr   r   r   r   rF   rF   n   r   r   rF   c                   ó   — e Zd ZdgZd„ Zy)ÚKerasMetricCallbackr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zKerasMetricCallback.__init__x   r   r   Nr   r   r   r   rI   rI   u   r   r   rI   c                   ó   — e Zd ZdgZd„ Zy)ÚPushToHubCallbackr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zPushToHubCallback.__init__   r   r   Nr   r   r   r   rL   rL   |   r   r   rL   c                   ó   — e Zd ZdgZd„ Zy)ÚTFPreTrainedModelr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFPreTrainedModel.__init__†   r   r   Nr   r   r   r   rO   rO   ƒ   r   r   rO   c                   ó   — e Zd ZdgZd„ Zy)ÚTFSequenceSummaryr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFSequenceSummary.__init__�   r   r   Nr   r   r   r   rR   rR   Š   r   r   rR   c                   ó   — e Zd ZdgZd„ Zy)ÚTFSharedEmbeddingsr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFSharedEmbeddings.__init__”   r   r   Nr   r   r   r   rU   rU   ‘   r   r   rU   c                  ó&   — t        t        dg«       y r	   )r   Ú
shape_list©r   r   s     r   rX   rX   ˜   s   € Ü”j 4 &Õ)r   c                   ó   — e Zd ZdgZd„ Zy)ÚTFAlbertForMaskedLMr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFAlbertForMaskedLM.__init__Ÿ   r   r   Nr   r   r   r   r[   r[   œ   r   r   r[   c                   ó   — e Zd ZdgZd„ Zy)ÚTFAlbertForMultipleChoicer   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z"TFAlbertForMultipleChoice.__init__¦   r   r   Nr   r   r   r   r^   r^   £   r   r   r^   c                   ó   — e Zd ZdgZd„ Zy)ÚTFAlbertForPreTrainingr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFAlbertForPreTraining.__init__­   r   r   Nr   r   r   r   ra   ra   ª   r   r   ra   c                   ó   — e Zd ZdgZd„ Zy)ÚTFAlbertForQuestionAnsweringr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z%TFAlbertForQuestionAnswering.__init__´   r   r   Nr   r   r   r   rd   rd   ±   r   r   rd   c                   ó   — e Zd ZdgZd„ Zy)Ú!TFAlbertForSequenceClassificationr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z*TFAlbertForSequenceClassification.__init__»   r   r   Nr   r   r   r   rg   rg   ¸   r   r   rg   c                   ó   — e Zd ZdgZd„ Zy)ÚTFAlbertForTokenClassificationr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z'TFAlbertForTokenClassification.__init__Â   r   r   Nr   r   r   r   rj   rj   ¿   r   r   rj   c                   ó   — e Zd ZdgZd„ Zy)ÚTFAlbertMainLayerr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFAlbertMainLayer.__init__É   r   r   Nr   r   r   r   rm   rm   Æ   r   r   rm   c                   ó   — e Zd ZdgZd„ Zy)ÚTFAlbertModelr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFAlbertModel.__init__Ð   r   r   Nr   r   r   r   rp   rp   Í   r   r   rp   c                   ó   — e Zd ZdgZd„ Zy)ÚTFAlbertPreTrainedModelr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z TFAlbertPreTrainedModel.__init__×   r   r   Nr   r   r   r   rs   rs   Ô   r   r   rs   Nc                   ó   — e Zd ZdgZd„ Zy)ÚTFAutoModelr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFAutoModel.__init__   r   r   Nr   r   r   r   rv   rv     r   r   rv   c                   ó   — e Zd ZdgZd„ Zy)Ú!TFAutoModelForAudioClassificationr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z*TFAutoModelForAudioClassification.__init__'  r   r   Nr   r   r   r   ry   ry   $  r   r   ry   c                   ó   — e Zd ZdgZd„ Zy)ÚTFAutoModelForCausalLMr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFAutoModelForCausalLM.__init__.  r   r   Nr   r   r   r   r|   r|   +  r   r   r|   c                   ó   — e Zd ZdgZd„ Zy)Ú'TFAutoModelForDocumentQuestionAnsweringr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z0TFAutoModelForDocumentQuestionAnswering.__init__5  r   r   Nr   r   r   r   r   r   2  r   r   r   c                   ó   — e Zd ZdgZd„ Zy)Ú!TFAutoModelForImageClassificationr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z*TFAutoModelForImageClassification.__init__<  r   r   Nr   r   r   r   r‚   r‚   9  r   r   r‚   c                   ó   — e Zd ZdgZd„ Zy)Ú!TFAutoModelForMaskedImageModelingr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z*TFAutoModelForMaskedImageModeling.__init__C  r   r   Nr   r   r   r   r…   r…   @  r   r   r…   c                   ó   — e Zd ZdgZd„ Zy)ÚTFAutoModelForMaskedLMr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFAutoModelForMaskedLM.__init__J  r   r   Nr   r   r   r   rˆ   rˆ   G  r   r   rˆ   c                   ó   — e Zd ZdgZd„ Zy)ÚTFAutoModelForMaskGenerationr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z%TFAutoModelForMaskGeneration.__init__Q  r   r   Nr   r   r   r   r‹   r‹   N  r   r   r‹   c                   ó   — e Zd ZdgZd„ Zy)ÚTFAutoModelForMultipleChoicer   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z%TFAutoModelForMultipleChoice.__init__X  r   r   Nr   r   r   r   rŽ   rŽ   U  r   r   rŽ   c                   ó   — e Zd ZdgZd„ Zy)Ú$TFAutoModelForNextSentencePredictionr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z-TFAutoModelForNextSentencePrediction.__init___  r   r   Nr   r   r   r   r‘   r‘   \  r   r   r‘   c                   ó   — e Zd ZdgZd„ Zy)ÚTFAutoModelForPreTrainingr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z"TFAutoModelForPreTraining.__init__f  r   r   Nr   r   r   r   r”   r”   c  r   r   r”   c                   ó   — e Zd ZdgZd„ Zy)ÚTFAutoModelForQuestionAnsweringr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z(TFAutoModelForQuestionAnswering.__init__m  r   r   Nr   r   r   r   r—   r—   j  r   r   r—   c                   ó   — e Zd ZdgZd„ Zy)Ú"TFAutoModelForSemanticSegmentationr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z+TFAutoModelForSemanticSegmentation.__init__t  r   r   Nr   r   r   r   rš   rš   q  r   r   rš   c                   ó   — e Zd ZdgZd„ Zy)ÚTFAutoModelForSeq2SeqLMr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z TFAutoModelForSeq2SeqLM.__init__{  r   r   Nr   r   r   r   r�   r�   x  r   r   r�   c                   ó   — e Zd ZdgZd„ Zy)Ú$TFAutoModelForSequenceClassificationr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z-TFAutoModelForSequenceClassification.__init__‚  r   r   Nr   r   r   r   r    r      r   r   r    c                   ó   — e Zd ZdgZd„ Zy)ÚTFAutoModelForSpeechSeq2Seqr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z$TFAutoModelForSpeechSeq2Seq.__init__‰  r   r   Nr   r   r   r   r£   r£   †  r   r   r£   c                   ó   — e Zd ZdgZd„ Zy)Ú$TFAutoModelForTableQuestionAnsweringr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z-TFAutoModelForTableQuestionAnswering.__init__�  r   r   Nr   r   r   r   r¦   r¦   �  r   r   r¦   c                   ó   — e Zd ZdgZd„ Zy)ÚTFAutoModelForTextEncodingr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z#TFAutoModelForTextEncoding.__init__—  r   r   Nr   r   r   r   r©   r©   ”  r   r   r©   c                   ó   — e Zd ZdgZd„ Zy)Ú!TFAutoModelForTokenClassificationr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z*TFAutoModelForTokenClassification.__init__ž  r   r   Nr   r   r   r   r¬   r¬   ›  r   r   r¬   c                   ó   — e Zd ZdgZd„ Zy)ÚTFAutoModelForVision2Seqr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z!TFAutoModelForVision2Seq.__init__¥  r   r   Nr   r   r   r   r¯   r¯   ¢  r   r   r¯   c                   ó   — e Zd ZdgZd„ Zy)Ú)TFAutoModelForZeroShotImageClassificationr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z2TFAutoModelForZeroShotImageClassification.__init__¬  r   r   Nr   r   r   r   r²   r²   ©  r   r   r²   c                   ó   — e Zd ZdgZd„ Zy)ÚTFAutoModelWithLMHeadr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFAutoModelWithLMHead.__init__³  r   r   Nr   r   r   r   rµ   rµ   °  r   r   rµ   c                   ó   — e Zd ZdgZd„ Zy)ÚTFBartForConditionalGenerationr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z'TFBartForConditionalGeneration.__init__º  r   r   Nr   r   r   r   r¸   r¸   ·  r   r   r¸   c                   ó   — e Zd ZdgZd„ Zy)ÚTFBartForSequenceClassificationr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z(TFBartForSequenceClassification.__init__Á  r   r   Nr   r   r   r   r»   r»   ¾  r   r   r»   c                   ó   — e Zd ZdgZd„ Zy)ÚTFBartModelr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFBartModel.__init__È  r   r   Nr   r   r   r   r¾   r¾   Å  r   r   r¾   c                   ó   — e Zd ZdgZd„ Zy)ÚTFBartPretrainedModelr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFBartPretrainedModel.__init__Ï  r   r   Nr   r   r   r   rÁ   rÁ   Ì  r   r   rÁ   c                   ó   — e Zd ZdgZd„ Zy)ÚTFBertForMaskedLMr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFBertForMaskedLM.__init__Ö  r   r   Nr   r   r   r   rÄ   rÄ   Ó  r   r   rÄ   c                   ó   — e Zd ZdgZd„ Zy)ÚTFBertForMultipleChoicer   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z TFBertForMultipleChoice.__init__Ý  r   r   Nr   r   r   r   rÇ   rÇ   Ú  r   r   rÇ   c                   ó   — e Zd ZdgZd„ Zy)ÚTFBertForNextSentencePredictionr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z(TFBertForNextSentencePrediction.__init__ä  r   r   Nr   r   r   r   rÊ   rÊ   á  r   r   rÊ   c                   ó   — e Zd ZdgZd„ Zy)ÚTFBertForPreTrainingr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFBertForPreTraining.__init__ë  r   r   Nr   r   r   r   rÍ   rÍ   è  r   r   rÍ   c                   ó   — e Zd ZdgZd„ Zy)ÚTFBertForQuestionAnsweringr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z#TFBertForQuestionAnswering.__init__ò  r   r   Nr   r   r   r   rÐ   rÐ   ï  r   r   rÐ   c                   ó   — e Zd ZdgZd„ Zy)ÚTFBertForSequenceClassificationr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z(TFBertForSequenceClassification.__init__ù  r   r   Nr   r   r   r   rÓ   rÓ   ö  r   r   rÓ   c                   ó   — e Zd ZdgZd„ Zy)ÚTFBertForTokenClassificationr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z%TFBertForTokenClassification.__init__   r   r   Nr   r   r   r   rÖ   rÖ   ý  r   r   rÖ   c                   ó   — e Zd ZdgZd„ Zy)ÚTFBertLMHeadModelr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFBertLMHeadModel.__init__  r   r   Nr   r   r   r   rÙ   rÙ     r   r   rÙ   c                   ó   — e Zd ZdgZd„ Zy)ÚTFBertMainLayerr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFBertMainLayer.__init__  r   r   Nr   r   r   r   rÜ   rÜ     r   r   rÜ   c                   ó   — e Zd ZdgZd„ Zy)ÚTFBertModelr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFBertModel.__init__  r   r   Nr   r   r   r   rß   rß     r   r   rß   c                   ó   — e Zd ZdgZd„ Zy)ÚTFBertPreTrainedModelr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFBertPreTrainedModel.__init__  r   r   Nr   r   r   r   râ   râ     r   r   râ   c                   ó   — e Zd ZdgZd„ Zy)Ú$TFBlenderbotForConditionalGenerationr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z-TFBlenderbotForConditionalGeneration.__init__#  r   r   Nr   r   r   r   rå   rå      r   r   rå   c                   ó   — e Zd ZdgZd„ Zy)ÚTFBlenderbotModelr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFBlenderbotModel.__init__*  r   r   Nr   r   r   r   rè   rè   '  r   r   rè   c                   ó   — e Zd ZdgZd„ Zy)ÚTFBlenderbotPreTrainedModelr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z$TFBlenderbotPreTrainedModel.__init__1  r   r   Nr   r   r   r   rë   rë   .  r   r   rë   c                   ó   — e Zd ZdgZd„ Zy)Ú)TFBlenderbotSmallForConditionalGenerationr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z2TFBlenderbotSmallForConditionalGeneration.__init__8  r   r   Nr   r   r   r   rî   rî   5  r   r   rî   c                   ó   — e Zd ZdgZd„ Zy)ÚTFBlenderbotSmallModelr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFBlenderbotSmallModel.__init__?  r   r   Nr   r   r   r   rñ   rñ   <  r   r   rñ   c                   ó   — e Zd ZdgZd„ Zy)Ú TFBlenderbotSmallPreTrainedModelr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z)TFBlenderbotSmallPreTrainedModel.__init__F  r   r   Nr   r   r   r   rô   rô   C  r   r   rô   c                   ó   — e Zd ZdgZd„ Zy)ÚTFBlipForConditionalGenerationr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z'TFBlipForConditionalGeneration.__init__M  r   r   Nr   r   r   r   r÷   r÷   J  r   r   r÷   c                   ó   — e Zd ZdgZd„ Zy)ÚTFBlipForImageTextRetrievalr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z$TFBlipForImageTextRetrieval.__init__T  r   r   Nr   r   r   r   rú   rú   Q  r   r   rú   c                   ó   — e Zd ZdgZd„ Zy)ÚTFBlipForQuestionAnsweringr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z#TFBlipForQuestionAnswering.__init__[  r   r   Nr   r   r   r   rý   rý   X  r   r   rý   c                   ó   — e Zd ZdgZd„ Zy)ÚTFBlipModelr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFBlipModel.__init__b  r   r   Nr   r   r   r   r   r   _  r   r   r   c                   ó   — e Zd ZdgZd„ Zy)ÚTFBlipPreTrainedModelr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFBlipPreTrainedModel.__init__i  r   r   Nr   r   r   r   r  r  f  r   r   r  c                   ó   — e Zd ZdgZd„ Zy)ÚTFBlipTextModelr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFBlipTextModel.__init__p  r   r   Nr   r   r   r   r  r  m  r   r   r  c                   ó   — e Zd ZdgZd„ Zy)ÚTFBlipVisionModelr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFBlipVisionModel.__init__w  r   r   Nr   r   r   r   r	  r	  t  r   r   r	  c                   ó   — e Zd ZdgZd„ Zy)ÚTFCamembertForCausalLMr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFCamembertForCausalLM.__init__~  r   r   Nr   r   r   r   r  r  {  r   r   r  c                   ó   — e Zd ZdgZd„ Zy)ÚTFCamembertForMaskedLMr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFCamembertForMaskedLM.__init__…  r   r   Nr   r   r   r   r  r  ‚  r   r   r  c                   ó   — e Zd ZdgZd„ Zy)ÚTFCamembertForMultipleChoicer   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z%TFCamembertForMultipleChoice.__init__Œ  r   r   Nr   r   r   r   r  r  ‰  r   r   r  c                   ó   — e Zd ZdgZd„ Zy)ÚTFCamembertForQuestionAnsweringr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z(TFCamembertForQuestionAnswering.__init__“  r   r   Nr   r   r   r   r  r  �  r   r   r  c                   ó   — e Zd ZdgZd„ Zy)Ú$TFCamembertForSequenceClassificationr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z-TFCamembertForSequenceClassification.__init__š  r   r   Nr   r   r   r   r  r  —  r   r   r  c                   ó   — e Zd ZdgZd„ Zy)Ú!TFCamembertForTokenClassificationr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z*TFCamembertForTokenClassification.__init__¡  r   r   Nr   r   r   r   r  r  ž  r   r   r  c                   ó   — e Zd ZdgZd„ Zy)ÚTFCamembertModelr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFCamembertModel.__init__¨  r   r   Nr   r   r   r   r  r  ¥  r   r   r  c                   ó   — e Zd ZdgZd„ Zy)ÚTFCamembertPreTrainedModelr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z#TFCamembertPreTrainedModel.__init__¯  r   r   Nr   r   r   r   r!  r!  ¬  r   r   r!  c                   ó   — e Zd ZdgZd„ Zy)ÚTFCLIPModelr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFCLIPModel.__init__¶  r   r   Nr   r   r   r   r$  r$  ³  r   r   r$  c                   ó   — e Zd ZdgZd„ Zy)ÚTFCLIPPreTrainedModelr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFCLIPPreTrainedModel.__init__½  r   r   Nr   r   r   r   r'  r'  º  r   r   r'  c                   ó   — e Zd ZdgZd„ Zy)ÚTFCLIPTextModelr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFCLIPTextModel.__init__Ä  r   r   Nr   r   r   r   r*  r*  Á  r   r   r*  c                   ó   — e Zd ZdgZd„ Zy)ÚTFCLIPVisionModelr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFCLIPVisionModel.__init__Ë  r   r   Nr   r   r   r   r-  r-  È  r   r   r-  c                   ó   — e Zd ZdgZd„ Zy)ÚTFConvBertForMaskedLMr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFConvBertForMaskedLM.__init__Ò  r   r   Nr   r   r   r   r0  r0  Ï  r   r   r0  c                   ó   — e Zd ZdgZd„ Zy)ÚTFConvBertForMultipleChoicer   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z$TFConvBertForMultipleChoice.__init__Ù  r   r   Nr   r   r   r   r3  r3  Ö  r   r   r3  c                   ó   — e Zd ZdgZd„ Zy)ÚTFConvBertForQuestionAnsweringr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z'TFConvBertForQuestionAnswering.__init__à  r   r   Nr   r   r   r   r6  r6  Ý  r   r   r6  c                   ó   — e Zd ZdgZd„ Zy)Ú#TFConvBertForSequenceClassificationr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z,TFConvBertForSequenceClassification.__init__ç  r   r   Nr   r   r   r   r9  r9  ä  r   r   r9  c                   ó   — e Zd ZdgZd„ Zy)Ú TFConvBertForTokenClassificationr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z)TFConvBertForTokenClassification.__init__î  r   r   Nr   r   r   r   r<  r<  ë  r   r   r<  c                   ó   — e Zd ZdgZd„ Zy)ÚTFConvBertModelr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFConvBertModel.__init__õ  r   r   Nr   r   r   r   r?  r?  ò  r   r   r?  c                   ó   — e Zd ZdgZd„ Zy)ÚTFConvBertPreTrainedModelr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z"TFConvBertPreTrainedModel.__init__ü  r   r   Nr   r   r   r   rB  rB  ù  r   r   rB  c                   ó   — e Zd ZdgZd„ Zy)Ú TFConvNextForImageClassificationr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z)TFConvNextForImageClassification.__init__  r   r   Nr   r   r   r   rE  rE     r   r   rE  c                   ó   — e Zd ZdgZd„ Zy)ÚTFConvNextModelr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFConvNextModel.__init__
  r   r   Nr   r   r   r   rH  rH    r   r   rH  c                   ó   — e Zd ZdgZd„ Zy)ÚTFConvNextPreTrainedModelr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z"TFConvNextPreTrainedModel.__init__  r   r   Nr   r   r   r   rK  rK    r   r   rK  c                   ó   — e Zd ZdgZd„ Zy)Ú"TFConvNextV2ForImageClassificationr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z+TFConvNextV2ForImageClassification.__init__  r   r   Nr   r   r   r   rN  rN    r   r   rN  c                   ó   — e Zd ZdgZd„ Zy)ÚTFConvNextV2Modelr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFConvNextV2Model.__init__  r   r   Nr   r   r   r   rQ  rQ    r   r   rQ  c                   ó   — e Zd ZdgZd„ Zy)ÚTFConvNextV2PreTrainedModelr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z$TFConvNextV2PreTrainedModel.__init__&  r   r   Nr   r   r   r   rT  rT  #  r   r   rT  c                   ó   — e Zd ZdgZd„ Zy)ÚTFCTRLForSequenceClassificationr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z(TFCTRLForSequenceClassification.__init__-  r   r   Nr   r   r   r   rW  rW  *  r   r   rW  c                   ó   — e Zd ZdgZd„ Zy)ÚTFCTRLLMHeadModelr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFCTRLLMHeadModel.__init__4  r   r   Nr   r   r   r   rZ  rZ  1  r   r   rZ  c                   ó   — e Zd ZdgZd„ Zy)ÚTFCTRLModelr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFCTRLModel.__init__;  r   r   Nr   r   r   r   r]  r]  8  r   r   r]  c                   ó   — e Zd ZdgZd„ Zy)ÚTFCTRLPreTrainedModelr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFCTRLPreTrainedModel.__init__B  r   r   Nr   r   r   r   r`  r`  ?  r   r   r`  c                   ó   — e Zd ZdgZd„ Zy)ÚTFCvtForImageClassificationr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z$TFCvtForImageClassification.__init__I  r   r   Nr   r   r   r   rc  rc  F  r   r   rc  c                   ó   — e Zd ZdgZd„ Zy)Ú
TFCvtModelr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFCvtModel.__init__P  r   r   Nr   r   r   r   rf  rf  M  r   r   rf  c                   ó   — e Zd ZdgZd„ Zy)ÚTFCvtPreTrainedModelr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFCvtPreTrainedModel.__init__W  r   r   Nr   r   r   r   ri  ri  T  r   r   ri  c                   ó   — e Zd ZdgZd„ Zy)Ú&TFData2VecVisionForImageClassificationr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z/TFData2VecVisionForImageClassification.__init__^  r   r   Nr   r   r   r   rl  rl  [  r   r   rl  c                   ó   — e Zd ZdgZd„ Zy)Ú'TFData2VecVisionForSemanticSegmentationr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z0TFData2VecVisionForSemanticSegmentation.__init__e  r   r   Nr   r   r   r   ro  ro  b  r   r   ro  c                   ó   — e Zd ZdgZd„ Zy)ÚTFData2VecVisionModelr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFData2VecVisionModel.__init__l  r   r   Nr   r   r   r   rr  rr  i  r   r   rr  c                   ó   — e Zd ZdgZd„ Zy)ÚTFData2VecVisionPreTrainedModelr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z(TFData2VecVisionPreTrainedModel.__init__s  r   r   Nr   r   r   r   ru  ru  p  r   r   ru  c                   ó   — e Zd ZdgZd„ Zy)ÚTFDebertaForMaskedLMr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFDebertaForMaskedLM.__init__z  r   r   Nr   r   r   r   rx  rx  w  r   r   rx  c                   ó   — e Zd ZdgZd„ Zy)ÚTFDebertaForQuestionAnsweringr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z&TFDebertaForQuestionAnswering.__init__�  r   r   Nr   r   r   r   r{  r{  ~  r   r   r{  c                   ó   — e Zd ZdgZd„ Zy)Ú"TFDebertaForSequenceClassificationr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z+TFDebertaForSequenceClassification.__init__ˆ  r   r   Nr   r   r   r   r~  r~  …  r   r   r~  c                   ó   — e Zd ZdgZd„ Zy)ÚTFDebertaForTokenClassificationr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z(TFDebertaForTokenClassification.__init__�  r   r   Nr   r   r   r   r�  r�  Œ  r   r   r�  c                   ó   — e Zd ZdgZd„ Zy)ÚTFDebertaModelr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFDebertaModel.__init__–  r   r   Nr   r   r   r   r„  r„  “  r   r   r„  c                   ó   — e Zd ZdgZd„ Zy)ÚTFDebertaPreTrainedModelr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z!TFDebertaPreTrainedModel.__init__�  r   r   Nr   r   r   r   r‡  r‡  š  r   r   r‡  c                   ó   — e Zd ZdgZd„ Zy)ÚTFDebertaV2ForMaskedLMr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFDebertaV2ForMaskedLM.__init__¤  r   r   Nr   r   r   r   rŠ  rŠ  ¡  r   r   rŠ  c                   ó   — e Zd ZdgZd„ Zy)ÚTFDebertaV2ForMultipleChoicer   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z%TFDebertaV2ForMultipleChoice.__init__«  r   r   Nr   r   r   r   r�  r�  ¨  r   r   r�  c                   ó   — e Zd ZdgZd„ Zy)ÚTFDebertaV2ForQuestionAnsweringr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z(TFDebertaV2ForQuestionAnswering.__init__²  r   r   Nr   r   r   r   r�  r�  ¯  r   r   r�  c                   ó   — e Zd ZdgZd„ Zy)Ú$TFDebertaV2ForSequenceClassificationr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z-TFDebertaV2ForSequenceClassification.__init__¹  r   r   Nr   r   r   r   r“  r“  ¶  r   r   r“  c                   ó   — e Zd ZdgZd„ Zy)Ú!TFDebertaV2ForTokenClassificationr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z*TFDebertaV2ForTokenClassification.__init__À  r   r   Nr   r   r   r   r–  r–  ½  r   r   r–  c                   ó   — e Zd ZdgZd„ Zy)ÚTFDebertaV2Modelr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFDebertaV2Model.__init__Ç  r   r   Nr   r   r   r   r™  r™  Ä  r   r   r™  c                   ó   — e Zd ZdgZd„ Zy)ÚTFDebertaV2PreTrainedModelr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z#TFDebertaV2PreTrainedModel.__init__Î  r   r   Nr   r   r   r   rœ  rœ  Ë  r   r   rœ  c                   ó   — e Zd ZdgZd„ Zy)ÚTFDeiTForImageClassificationr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z%TFDeiTForImageClassification.__init__Õ  r   r   Nr   r   r   r   rŸ  rŸ  Ò  r   r   rŸ  c                   ó   — e Zd ZdgZd„ Zy)Ú'TFDeiTForImageClassificationWithTeacherr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z0TFDeiTForImageClassificationWithTeacher.__init__Ü  r   r   Nr   r   r   r   r¢  r¢  Ù  r   r   r¢  c                   ó   — e Zd ZdgZd„ Zy)ÚTFDeiTForMaskedImageModelingr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z%TFDeiTForMaskedImageModeling.__init__ã  r   r   Nr   r   r   r   r¥  r¥  à  r   r   r¥  c                   ó   — e Zd ZdgZd„ Zy)ÚTFDeiTModelr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFDeiTModel.__init__ê  r   r   Nr   r   r   r   r¨  r¨  ç  r   r   r¨  c                   ó   — e Zd ZdgZd„ Zy)ÚTFDeiTPreTrainedModelr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFDeiTPreTrainedModel.__init__ñ  r   r   Nr   r   r   r   r«  r«  î  r   r   r«  c                   ó   — e Zd ZdgZd„ Zy)Ú'TFEfficientFormerForImageClassificationr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z0TFEfficientFormerForImageClassification.__init__ø  r   r   Nr   r   r   r   r®  r®  õ  r   r   r®  c                   ó   — e Zd ZdgZd„ Zy)Ú2TFEfficientFormerForImageClassificationWithTeacherr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z;TFEfficientFormerForImageClassificationWithTeacher.__init__ÿ  r   r   Nr   r   r   r   r±  r±  ü  r   r   r±  c                   ó   — e Zd ZdgZd„ Zy)ÚTFEfficientFormerModelr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFEfficientFormerModel.__init__  r   r   Nr   r   r   r   r´  r´    r   r   r´  c                   ó   — e Zd ZdgZd„ Zy)Ú TFEfficientFormerPreTrainedModelr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z)TFEfficientFormerPreTrainedModel.__init__  r   r   Nr   r   r   r   r·  r·  
  r   r   r·  c                   ó   — e Zd ZdgZd„ Zy)ÚTFAdaptiveEmbeddingr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFAdaptiveEmbedding.__init__  r   r   Nr   r   r   r   rº  rº    r   r   rº  c                   ó   — e Zd ZdgZd„ Zy)Ú$TFTransfoXLForSequenceClassificationr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z-TFTransfoXLForSequenceClassification.__init__  r   r   Nr   r   r   r   r½  r½    r   r   r½  c                   ó   — e Zd ZdgZd„ Zy)ÚTFTransfoXLLMHeadModelr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFTransfoXLLMHeadModel.__init__"  r   r   Nr   r   r   r   rÀ  rÀ    r   r   rÀ  c                   ó   — e Zd ZdgZd„ Zy)ÚTFTransfoXLMainLayerr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFTransfoXLMainLayer.__init__)  r   r   Nr   r   r   r   rÃ  rÃ  &  r   r   rÃ  c                   ó   — e Zd ZdgZd„ Zy)ÚTFTransfoXLModelr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFTransfoXLModel.__init__0  r   r   Nr   r   r   r   rÆ  rÆ  -  r   r   rÆ  c                   ó   — e Zd ZdgZd„ Zy)ÚTFTransfoXLPreTrainedModelr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z#TFTransfoXLPreTrainedModel.__init__7  r   r   Nr   r   r   r   rÉ  rÉ  4  r   r   rÉ  c                   ó   — e Zd ZdgZd„ Zy)ÚTFDistilBertForMaskedLMr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z TFDistilBertForMaskedLM.__init__>  r   r   Nr   r   r   r   rÌ  rÌ  ;  r   r   rÌ  c                   ó   — e Zd ZdgZd„ Zy)ÚTFDistilBertForMultipleChoicer   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z&TFDistilBertForMultipleChoice.__init__E  r   r   Nr   r   r   r   rÏ  rÏ  B  r   r   rÏ  c                   ó   — e Zd ZdgZd„ Zy)Ú TFDistilBertForQuestionAnsweringr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z)TFDistilBertForQuestionAnswering.__init__L  r   r   Nr   r   r   r   rÒ  rÒ  I  r   r   rÒ  c                   ó   — e Zd ZdgZd„ Zy)Ú%TFDistilBertForSequenceClassificationr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z.TFDistilBertForSequenceClassification.__init__S  r   r   Nr   r   r   r   rÕ  rÕ  P  r   r   rÕ  c                   ó   — e Zd ZdgZd„ Zy)Ú"TFDistilBertForTokenClassificationr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z+TFDistilBertForTokenClassification.__init__Z  r   r   Nr   r   r   r   rØ  rØ  W  r   r   rØ  c                   ó   — e Zd ZdgZd„ Zy)ÚTFDistilBertMainLayerr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFDistilBertMainLayer.__init__a  r   r   Nr   r   r   r   rÛ  rÛ  ^  r   r   rÛ  c                   ó   — e Zd ZdgZd„ Zy)ÚTFDistilBertModelr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFDistilBertModel.__init__h  r   r   Nr   r   r   r   rÞ  rÞ  e  r   r   rÞ  c                   ó   — e Zd ZdgZd„ Zy)ÚTFDistilBertPreTrainedModelr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z$TFDistilBertPreTrainedModel.__init__o  r   r   Nr   r   r   r   rá  rá  l  r   r   rá  c                   ó   — e Zd ZdgZd„ Zy)ÚTFDPRContextEncoderr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFDPRContextEncoder.__init__v  r   r   Nr   r   r   r   rä  rä  s  r   r   rä  c                   ó   — e Zd ZdgZd„ Zy)ÚTFDPRPretrainedContextEncoderr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z&TFDPRPretrainedContextEncoder.__init__}  r   r   Nr   r   r   r   rç  rç  z  r   r   rç  c                   ó   — e Zd ZdgZd„ Zy)ÚTFDPRPretrainedQuestionEncoderr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z'TFDPRPretrainedQuestionEncoder.__init__„  r   r   Nr   r   r   r   rê  rê  �  r   r   rê  c                   ó   — e Zd ZdgZd„ Zy)ÚTFDPRPretrainedReaderr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFDPRPretrainedReader.__init__‹  r   r   Nr   r   r   r   rí  rí  ˆ  r   r   rí  c                   ó   — e Zd ZdgZd„ Zy)ÚTFDPRQuestionEncoderr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFDPRQuestionEncoder.__init__’  r   r   Nr   r   r   r   rð  rð  �  r   r   rð  c                   ó   — e Zd ZdgZd„ Zy)ÚTFDPRReaderr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFDPRReader.__init__™  r   r   Nr   r   r   r   ró  ró  –  r   r   ró  c                   ó   — e Zd ZdgZd„ Zy)ÚTFElectraForMaskedLMr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFElectraForMaskedLM.__init__   r   r   Nr   r   r   r   rö  rö  �  r   r   rö  c                   ó   — e Zd ZdgZd„ Zy)ÚTFElectraForMultipleChoicer   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z#TFElectraForMultipleChoice.__init__§  r   r   Nr   r   r   r   rù  rù  ¤  r   r   rù  c                   ó   — e Zd ZdgZd„ Zy)ÚTFElectraForPreTrainingr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z TFElectraForPreTraining.__init__®  r   r   Nr   r   r   r   rü  rü  «  r   r   rü  c                   ó   — e Zd ZdgZd„ Zy)ÚTFElectraForQuestionAnsweringr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z&TFElectraForQuestionAnswering.__init__µ  r   r   Nr   r   r   r   rÿ  rÿ  ²  r   r   rÿ  c                   ó   — e Zd ZdgZd„ Zy)Ú"TFElectraForSequenceClassificationr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z+TFElectraForSequenceClassification.__init__¼  r   r   Nr   r   r   r   r  r  ¹  r   r   r  c                   ó   — e Zd ZdgZd„ Zy)ÚTFElectraForTokenClassificationr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z(TFElectraForTokenClassification.__init__Ã  r   r   Nr   r   r   r   r  r  À  r   r   r  c                   ó   — e Zd ZdgZd„ Zy)ÚTFElectraModelr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFElectraModel.__init__Ê  r   r   Nr   r   r   r   r  r  Ç  r   r   r  c                   ó   — e Zd ZdgZd„ Zy)ÚTFElectraPreTrainedModelr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z!TFElectraPreTrainedModel.__init__Ñ  r   r   Nr   r   r   r   r  r  Î  r   r   r  c                   ó   — e Zd ZdgZd„ Zy)ÚTFEncoderDecoderModelr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFEncoderDecoderModel.__init__Ø  r   r   Nr   r   r   r   r  r  Õ  r   r   r  c                   ó   — e Zd ZdgZd„ Zy)ÚTFEsmForMaskedLMr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFEsmForMaskedLM.__init__ß  r   r   Nr   r   r   r   r  r  Ü  r   r   r  c                   ó   — e Zd ZdgZd„ Zy)ÚTFEsmForSequenceClassificationr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z'TFEsmForSequenceClassification.__init__æ  r   r   Nr   r   r   r   r  r  ã  r   r   r  c                   ó   — e Zd ZdgZd„ Zy)ÚTFEsmForTokenClassificationr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z$TFEsmForTokenClassification.__init__í  r   r   Nr   r   r   r   r  r  ê  r   r   r  c                   ó   — e Zd ZdgZd„ Zy)Ú
TFEsmModelr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFEsmModel.__init__ô  r   r   Nr   r   r   r   r  r  ñ  r   r   r  c                   ó   — e Zd ZdgZd„ Zy)ÚTFEsmPreTrainedModelr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFEsmPreTrainedModel.__init__û  r   r   Nr   r   r   r   r  r  ø  r   r   r  c                   ó   — e Zd ZdgZd„ Zy)ÚTFFlaubertForMultipleChoicer   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z$TFFlaubertForMultipleChoice.__init__  r   r   Nr   r   r   r   r   r   ÿ  r   r   r   c                   ó   — e Zd ZdgZd„ Zy)Ú$TFFlaubertForQuestionAnsweringSimpler   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z-TFFlaubertForQuestionAnsweringSimple.__init__	  r   r   Nr   r   r   r   r#  r#    r   r   r#  c                   ó   — e Zd ZdgZd„ Zy)Ú#TFFlaubertForSequenceClassificationr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z,TFFlaubertForSequenceClassification.__init__  r   r   Nr   r   r   r   r&  r&    r   r   r&  c                   ó   — e Zd ZdgZd„ Zy)Ú TFFlaubertForTokenClassificationr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z)TFFlaubertForTokenClassification.__init__  r   r   Nr   r   r   r   r)  r)    r   r   r)  c                   ó   — e Zd ZdgZd„ Zy)ÚTFFlaubertModelr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFFlaubertModel.__init__  r   r   Nr   r   r   r   r,  r,    r   r   r,  c                   ó   — e Zd ZdgZd„ Zy)ÚTFFlaubertPreTrainedModelr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z"TFFlaubertPreTrainedModel.__init__%  r   r   Nr   r   r   r   r/  r/  "  r   r   r/  c                   ó   — e Zd ZdgZd„ Zy)ÚTFFlaubertWithLMHeadModelr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z"TFFlaubertWithLMHeadModel.__init__,  r   r   Nr   r   r   r   r2  r2  )  r   r   r2  c                   ó   — e Zd ZdgZd„ Zy)ÚTFFunnelBaseModelr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFFunnelBaseModel.__init__3  r   r   Nr   r   r   r   r5  r5  0  r   r   r5  c                   ó   — e Zd ZdgZd„ Zy)ÚTFFunnelForMaskedLMr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFFunnelForMaskedLM.__init__:  r   r   Nr   r   r   r   r8  r8  7  r   r   r8  c                   ó   — e Zd ZdgZd„ Zy)ÚTFFunnelForMultipleChoicer   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z"TFFunnelForMultipleChoice.__init__A  r   r   Nr   r   r   r   r;  r;  >  r   r   r;  c                   ó   — e Zd ZdgZd„ Zy)ÚTFFunnelForPreTrainingr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFFunnelForPreTraining.__init__H  r   r   Nr   r   r   r   r>  r>  E  r   r   r>  c                   ó   — e Zd ZdgZd„ Zy)ÚTFFunnelForQuestionAnsweringr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z%TFFunnelForQuestionAnswering.__init__O  r   r   Nr   r   r   r   rA  rA  L  r   r   rA  c                   ó   — e Zd ZdgZd„ Zy)Ú!TFFunnelForSequenceClassificationr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z*TFFunnelForSequenceClassification.__init__V  r   r   Nr   r   r   r   rD  rD  S  r   r   rD  c                   ó   — e Zd ZdgZd„ Zy)ÚTFFunnelForTokenClassificationr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z'TFFunnelForTokenClassification.__init__]  r   r   Nr   r   r   r   rG  rG  Z  r   r   rG  c                   ó   — e Zd ZdgZd„ Zy)ÚTFFunnelModelr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFFunnelModel.__init__d  r   r   Nr   r   r   r   rJ  rJ  a  r   r   rJ  c                   ó   — e Zd ZdgZd„ Zy)ÚTFFunnelPreTrainedModelr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z TFFunnelPreTrainedModel.__init__k  r   r   Nr   r   r   r   rM  rM  h  r   r   rM  c                   ó   — e Zd ZdgZd„ Zy)ÚTFGPT2DoubleHeadsModelr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFGPT2DoubleHeadsModel.__init__r  r   r   Nr   r   r   r   rP  rP  o  r   r   rP  c                   ó   — e Zd ZdgZd„ Zy)ÚTFGPT2ForSequenceClassificationr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z(TFGPT2ForSequenceClassification.__init__y  r   r   Nr   r   r   r   rS  rS  v  r   r   rS  c                   ó   — e Zd ZdgZd„ Zy)ÚTFGPT2LMHeadModelr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFGPT2LMHeadModel.__init__€  r   r   Nr   r   r   r   rV  rV  }  r   r   rV  c                   ó   — e Zd ZdgZd„ Zy)ÚTFGPT2MainLayerr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFGPT2MainLayer.__init__‡  r   r   Nr   r   r   r   rY  rY  „  r   r   rY  c                   ó   — e Zd ZdgZd„ Zy)ÚTFGPT2Modelr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFGPT2Model.__init__Ž  r   r   Nr   r   r   r   r\  r\  ‹  r   r   r\  c                   ó   — e Zd ZdgZd„ Zy)ÚTFGPT2PreTrainedModelr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFGPT2PreTrainedModel.__init__•  r   r   Nr   r   r   r   r_  r_  ’  r   r   r_  c                   ó   — e Zd ZdgZd„ Zy)ÚTFGPTJForCausalLMr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFGPTJForCausalLM.__init__œ  r   r   Nr   r   r   r   rb  rb  ™  r   r   rb  c                   ó   — e Zd ZdgZd„ Zy)ÚTFGPTJForQuestionAnsweringr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z#TFGPTJForQuestionAnswering.__init__£  r   r   Nr   r   r   r   re  re     r   r   re  c                   ó   — e Zd ZdgZd„ Zy)ÚTFGPTJForSequenceClassificationr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z(TFGPTJForSequenceClassification.__init__ª  r   r   Nr   r   r   r   rh  rh  §  r   r   rh  c                   ó   — e Zd ZdgZd„ Zy)ÚTFGPTJModelr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFGPTJModel.__init__±  r   r   Nr   r   r   r   rk  rk  ®  r   r   rk  c                   ó   — e Zd ZdgZd„ Zy)ÚTFGPTJPreTrainedModelr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFGPTJPreTrainedModel.__init__¸  r   r   Nr   r   r   r   rn  rn  µ  r   r   rn  c                   ó   — e Zd ZdgZd„ Zy)ÚTFGroupViTModelr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFGroupViTModel.__init__¿  r   r   Nr   r   r   r   rq  rq  ¼  r   r   rq  c                   ó   — e Zd ZdgZd„ Zy)ÚTFGroupViTPreTrainedModelr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z"TFGroupViTPreTrainedModel.__init__Æ  r   r   Nr   r   r   r   rt  rt  Ã  r   r   rt  c                   ó   — e Zd ZdgZd„ Zy)ÚTFGroupViTTextModelr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFGroupViTTextModel.__init__Í  r   r   Nr   r   r   r   rw  rw  Ê  r   r   rw  c                   ó   — e Zd ZdgZd„ Zy)ÚTFGroupViTVisionModelr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFGroupViTVisionModel.__init__Ô  r   r   Nr   r   r   r   rz  rz  Ñ  r   r   rz  c                   ó   — e Zd ZdgZd„ Zy)ÚTFHubertForCTCr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFHubertForCTC.__init__Û  r   r   Nr   r   r   r   r}  r}  Ø  r   r   r}  c                   ó   — e Zd ZdgZd„ Zy)ÚTFHubertModelr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFHubertModel.__init__â  r   r   Nr   r   r   r   r€  r€  ß  r   r   r€  c                   ó   — e Zd ZdgZd„ Zy)ÚTFHubertPreTrainedModelr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z TFHubertPreTrainedModel.__init__é  r   r   Nr   r   r   r   rƒ  rƒ  æ  r   r   rƒ  c                   ó   — e Zd ZdgZd„ Zy)ÚTFIdeficsForVisionText2Textr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z$TFIdeficsForVisionText2Text.__init__ð  r   r   Nr   r   r   r   r†  r†  í  r   r   r†  c                   ó   — e Zd ZdgZd„ Zy)ÚTFIdeficsModelr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFIdeficsModel.__init__÷  r   r   Nr   r   r   r   r‰  r‰  ô  r   r   r‰  c                   ó   — e Zd ZdgZd„ Zy)ÚTFIdeficsPreTrainedModelr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z!TFIdeficsPreTrainedModel.__init__þ  r   r   Nr   r   r   r   rŒ  rŒ  û  r   r   rŒ  c                   ó   — e Zd ZdgZd„ Zy)ÚTFLayoutLMForMaskedLMr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFLayoutLMForMaskedLM.__init__  r   r   Nr   r   r   r   r�  r�    r   r   r�  c                   ó   — e Zd ZdgZd„ Zy)ÚTFLayoutLMForQuestionAnsweringr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z'TFLayoutLMForQuestionAnswering.__init__  r   r   Nr   r   r   r   r’  r’  	  r   r   r’  c                   ó   — e Zd ZdgZd„ Zy)Ú#TFLayoutLMForSequenceClassificationr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z,TFLayoutLMForSequenceClassification.__init__  r   r   Nr   r   r   r   r•  r•    r   r   r•  c                   ó   — e Zd ZdgZd„ Zy)Ú TFLayoutLMForTokenClassificationr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z)TFLayoutLMForTokenClassification.__init__  r   r   Nr   r   r   r   r˜  r˜    r   r   r˜  c                   ó   — e Zd ZdgZd„ Zy)ÚTFLayoutLMMainLayerr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFLayoutLMMainLayer.__init__!  r   r   Nr   r   r   r   r›  r›    r   r   r›  c                   ó   — e Zd ZdgZd„ Zy)ÚTFLayoutLMModelr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFLayoutLMModel.__init__(  r   r   Nr   r   r   r   rž  rž  %  r   r   rž  c                   ó   — e Zd ZdgZd„ Zy)ÚTFLayoutLMPreTrainedModelr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z"TFLayoutLMPreTrainedModel.__init__/  r   r   Nr   r   r   r   r¡  r¡  ,  r   r   r¡  c                   ó   — e Zd ZdgZd„ Zy)Ú TFLayoutLMv3ForQuestionAnsweringr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z)TFLayoutLMv3ForQuestionAnswering.__init__6  r   r   Nr   r   r   r   r¤  r¤  3  r   r   r¤  c                   ó   — e Zd ZdgZd„ Zy)Ú%TFLayoutLMv3ForSequenceClassificationr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z.TFLayoutLMv3ForSequenceClassification.__init__=  r   r   Nr   r   r   r   r§  r§  :  r   r   r§  c                   ó   — e Zd ZdgZd„ Zy)Ú"TFLayoutLMv3ForTokenClassificationr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z+TFLayoutLMv3ForTokenClassification.__init__D  r   r   Nr   r   r   r   rª  rª  A  r   r   rª  c                   ó   — e Zd ZdgZd„ Zy)ÚTFLayoutLMv3Modelr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFLayoutLMv3Model.__init__K  r   r   Nr   r   r   r   r­  r­  H  r   r   r­  c                   ó   — e Zd ZdgZd„ Zy)ÚTFLayoutLMv3PreTrainedModelr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z$TFLayoutLMv3PreTrainedModel.__init__R  r   r   Nr   r   r   r   r°  r°  O  r   r   r°  c                   ó   — e Zd ZdgZd„ Zy)ÚTFLEDForConditionalGenerationr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z&TFLEDForConditionalGeneration.__init__Y  r   r   Nr   r   r   r   r³  r³  V  r   r   r³  c                   ó   — e Zd ZdgZd„ Zy)Ú
TFLEDModelr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFLEDModel.__init__`  r   r   Nr   r   r   r   r¶  r¶  ]  r   r   r¶  c                   ó   — e Zd ZdgZd„ Zy)ÚTFLEDPreTrainedModelr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFLEDPreTrainedModel.__init__g  r   r   Nr   r   r   r   r¹  r¹  d  r   r   r¹  c                   ó   — e Zd ZdgZd„ Zy)ÚTFLongformerForMaskedLMr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z TFLongformerForMaskedLM.__init__n  r   r   Nr   r   r   r   r¼  r¼  k  r   r   r¼  c                   ó   — e Zd ZdgZd„ Zy)ÚTFLongformerForMultipleChoicer   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z&TFLongformerForMultipleChoice.__init__u  r   r   Nr   r   r   r   r¿  r¿  r  r   r   r¿  c                   ó   — e Zd ZdgZd„ Zy)Ú TFLongformerForQuestionAnsweringr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z)TFLongformerForQuestionAnswering.__init__|  r   r   Nr   r   r   r   rÂ  rÂ  y  r   r   rÂ  c                   ó   — e Zd ZdgZd„ Zy)Ú%TFLongformerForSequenceClassificationr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z.TFLongformerForSequenceClassification.__init__ƒ  r   r   Nr   r   r   r   rÅ  rÅ  €  r   r   rÅ  c                   ó   — e Zd ZdgZd„ Zy)Ú"TFLongformerForTokenClassificationr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z+TFLongformerForTokenClassification.__init__Š  r   r   Nr   r   r   r   rÈ  rÈ  ‡  r   r   rÈ  c                   ó   — e Zd ZdgZd„ Zy)ÚTFLongformerModelr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFLongformerModel.__init__‘  r   r   Nr   r   r   r   rË  rË  Ž  r   r   rË  c                   ó   — e Zd ZdgZd„ Zy)ÚTFLongformerPreTrainedModelr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z$TFLongformerPreTrainedModel.__init__˜  r   r   Nr   r   r   r   rÎ  rÎ  •  r   r   rÎ  c                   ó   — e Zd ZdgZd„ Zy)ÚTFLxmertForPreTrainingr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFLxmertForPreTraining.__init__Ÿ  r   r   Nr   r   r   r   rÑ  rÑ  œ  r   r   rÑ  c                   ó   — e Zd ZdgZd„ Zy)ÚTFLxmertMainLayerr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFLxmertMainLayer.__init__¦  r   r   Nr   r   r   r   rÔ  rÔ  £  r   r   rÔ  c                   ó   — e Zd ZdgZd„ Zy)ÚTFLxmertModelr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFLxmertModel.__init__­  r   r   Nr   r   r   r   r×  r×  ª  r   r   r×  c                   ó   — e Zd ZdgZd„ Zy)ÚTFLxmertPreTrainedModelr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z TFLxmertPreTrainedModel.__init__´  r   r   Nr   r   r   r   rÚ  rÚ  ±  r   r   rÚ  c                   ó   — e Zd ZdgZd„ Zy)ÚTFLxmertVisualFeatureEncoderr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z%TFLxmertVisualFeatureEncoder.__init__»  r   r   Nr   r   r   r   rÝ  rÝ  ¸  r   r   rÝ  c                   ó   — e Zd ZdgZd„ Zy)ÚTFMarianModelr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFMarianModel.__init__Â  r   r   Nr   r   r   r   rà  rà  ¿  r   r   rà  c                   ó   — e Zd ZdgZd„ Zy)ÚTFMarianMTModelr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFMarianMTModel.__init__É  r   r   Nr   r   r   r   rã  rã  Æ  r   r   rã  c                   ó   — e Zd ZdgZd„ Zy)ÚTFMarianPreTrainedModelr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z TFMarianPreTrainedModel.__init__Ð  r   r   Nr   r   r   r   ræ  ræ  Í  r   r   ræ  c                   ó   — e Zd ZdgZd„ Zy)ÚTFMBartForConditionalGenerationr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z(TFMBartForConditionalGeneration.__init__×  r   r   Nr   r   r   r   ré  ré  Ô  r   r   ré  c                   ó   — e Zd ZdgZd„ Zy)ÚTFMBartModelr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFMBartModel.__init__Þ  r   r   Nr   r   r   r   rì  rì  Û  r   r   rì  c                   ó   — e Zd ZdgZd„ Zy)ÚTFMBartPreTrainedModelr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFMBartPreTrainedModel.__init__å  r   r   Nr   r   r   r   rï  rï  â  r   r   rï  c                   ó   — e Zd ZdgZd„ Zy)ÚTFMistralForCausalLMr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFMistralForCausalLM.__init__ì  r   r   Nr   r   r   r   rò  rò  é  r   r   rò  c                   ó   — e Zd ZdgZd„ Zy)Ú"TFMistralForSequenceClassificationr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z+TFMistralForSequenceClassification.__init__ó  r   r   Nr   r   r   r   rõ  rõ  ð  r   r   rõ  c                   ó   — e Zd ZdgZd„ Zy)ÚTFMistralModelr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFMistralModel.__init__ú  r   r   Nr   r   r   r   rø  rø  ÷  r   r   rø  c                   ó   — e Zd ZdgZd„ Zy)ÚTFMistralPreTrainedModelr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z!TFMistralPreTrainedModel.__init__  r   r   Nr   r   r   r   rû  rû  þ  r   r   rû  c                   ó   — e Zd ZdgZd„ Zy)ÚTFMobileBertForMaskedLMr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z TFMobileBertForMaskedLM.__init__  r   r   Nr   r   r   r   rþ  rþ    r   r   rþ  c                   ó   — e Zd ZdgZd„ Zy)ÚTFMobileBertForMultipleChoicer   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z&TFMobileBertForMultipleChoice.__init__  r   r   Nr   r   r   r   r  r    r   r   r  c                   ó   — e Zd ZdgZd„ Zy)Ú%TFMobileBertForNextSentencePredictionr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z.TFMobileBertForNextSentencePrediction.__init__  r   r   Nr   r   r   r   r  r    r   r   r  c                   ó   — e Zd ZdgZd„ Zy)ÚTFMobileBertForPreTrainingr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z#TFMobileBertForPreTraining.__init__  r   r   Nr   r   r   r   r  r    r   r   r  c                   ó   — e Zd ZdgZd„ Zy)Ú TFMobileBertForQuestionAnsweringr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z)TFMobileBertForQuestionAnswering.__init__$  r   r   Nr   r   r   r   r
  r
  !  r   r   r
  c                   ó   — e Zd ZdgZd„ Zy)Ú%TFMobileBertForSequenceClassificationr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z.TFMobileBertForSequenceClassification.__init__+  r   r   Nr   r   r   r   r  r  (  r   r   r  c                   ó   — e Zd ZdgZd„ Zy)Ú"TFMobileBertForTokenClassificationr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z+TFMobileBertForTokenClassification.__init__2  r   r   Nr   r   r   r   r  r  /  r   r   r  c                   ó   — e Zd ZdgZd„ Zy)ÚTFMobileBertMainLayerr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFMobileBertMainLayer.__init__9  r   r   Nr   r   r   r   r  r  6  r   r   r  c                   ó   — e Zd ZdgZd„ Zy)ÚTFMobileBertModelr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFMobileBertModel.__init__@  r   r   Nr   r   r   r   r  r  =  r   r   r  c                   ó   — e Zd ZdgZd„ Zy)ÚTFMobileBertPreTrainedModelr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z$TFMobileBertPreTrainedModel.__init__G  r   r   Nr   r   r   r   r  r  D  r   r   r  c                   ó   — e Zd ZdgZd„ Zy)Ú!TFMobileViTForImageClassificationr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z*TFMobileViTForImageClassification.__init__N  r   r   Nr   r   r   r   r  r  K  r   r   r  c                   ó   — e Zd ZdgZd„ Zy)Ú"TFMobileViTForSemanticSegmentationr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z+TFMobileViTForSemanticSegmentation.__init__U  r   r   Nr   r   r   r   r  r  R  r   r   r  c                   ó   — e Zd ZdgZd„ Zy)ÚTFMobileViTModelr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFMobileViTModel.__init__\  r   r   Nr   r   r   r   r"  r"  Y  r   r   r"  c                   ó   — e Zd ZdgZd„ Zy)ÚTFMobileViTPreTrainedModelr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z#TFMobileViTPreTrainedModel.__init__c  r   r   Nr   r   r   r   r%  r%  `  r   r   r%  c                   ó   — e Zd ZdgZd„ Zy)ÚTFMPNetForMaskedLMr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFMPNetForMaskedLM.__init__j  r   r   Nr   r   r   r   r(  r(  g  r   r   r(  c                   ó   — e Zd ZdgZd„ Zy)ÚTFMPNetForMultipleChoicer   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z!TFMPNetForMultipleChoice.__init__q  r   r   Nr   r   r   r   r+  r+  n  r   r   r+  c                   ó   — e Zd ZdgZd„ Zy)ÚTFMPNetForQuestionAnsweringr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z$TFMPNetForQuestionAnswering.__init__x  r   r   Nr   r   r   r   r.  r.  u  r   r   r.  c                   ó   — e Zd ZdgZd„ Zy)Ú TFMPNetForSequenceClassificationr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z)TFMPNetForSequenceClassification.__init__  r   r   Nr   r   r   r   r1  r1  |  r   r   r1  c                   ó   — e Zd ZdgZd„ Zy)ÚTFMPNetForTokenClassificationr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z&TFMPNetForTokenClassification.__init__†  r   r   Nr   r   r   r   r4  r4  ƒ  r   r   r4  c                   ó   — e Zd ZdgZd„ Zy)ÚTFMPNetMainLayerr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFMPNetMainLayer.__init__�  r   r   Nr   r   r   r   r7  r7  Š  r   r   r7  c                   ó   — e Zd ZdgZd„ Zy)ÚTFMPNetModelr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFMPNetModel.__init__”  r   r   Nr   r   r   r   r:  r:  ‘  r   r   r:  c                   ó   — e Zd ZdgZd„ Zy)ÚTFMPNetPreTrainedModelr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFMPNetPreTrainedModel.__init__›  r   r   Nr   r   r   r   r=  r=  ˜  r   r   r=  c                   ó   — e Zd ZdgZd„ Zy)ÚTFMT5EncoderModelr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFMT5EncoderModel.__init__¢  r   r   Nr   r   r   r   r@  r@  Ÿ  r   r   r@  c                   ó   — e Zd ZdgZd„ Zy)ÚTFMT5ForConditionalGenerationr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z&TFMT5ForConditionalGeneration.__init__©  r   r   Nr   r   r   r   rC  rC  ¦  r   r   rC  c                   ó   — e Zd ZdgZd„ Zy)Ú
TFMT5Modelr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFMT5Model.__init__°  r   r   Nr   r   r   r   rF  rF  ­  r   r   rF  c                   ó   — e Zd ZdgZd„ Zy)ÚTFOpenAIGPTDoubleHeadsModelr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z$TFOpenAIGPTDoubleHeadsModel.__init__·  r   r   Nr   r   r   r   rI  rI  ´  r   r   rI  c                   ó   — e Zd ZdgZd„ Zy)Ú$TFOpenAIGPTForSequenceClassificationr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z-TFOpenAIGPTForSequenceClassification.__init__¾  r   r   Nr   r   r   r   rL  rL  »  r   r   rL  c                   ó   — e Zd ZdgZd„ Zy)ÚTFOpenAIGPTLMHeadModelr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFOpenAIGPTLMHeadModel.__init__Å  r   r   Nr   r   r   r   rO  rO  Â  r   r   rO  c                   ó   — e Zd ZdgZd„ Zy)ÚTFOpenAIGPTMainLayerr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFOpenAIGPTMainLayer.__init__Ì  r   r   Nr   r   r   r   rR  rR  É  r   r   rR  c                   ó   — e Zd ZdgZd„ Zy)ÚTFOpenAIGPTModelr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFOpenAIGPTModel.__init__Ó  r   r   Nr   r   r   r   rU  rU  Ð  r   r   rU  c                   ó   — e Zd ZdgZd„ Zy)ÚTFOpenAIGPTPreTrainedModelr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z#TFOpenAIGPTPreTrainedModel.__init__Ú  r   r   Nr   r   r   r   rX  rX  ×  r   r   rX  c                   ó   — e Zd ZdgZd„ Zy)ÚTFOPTForCausalLMr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFOPTForCausalLM.__init__á  r   r   Nr   r   r   r   r[  r[  Þ  r   r   r[  c                   ó   — e Zd ZdgZd„ Zy)Ú
TFOPTModelr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFOPTModel.__init__è  r   r   Nr   r   r   r   r^  r^  å  r   r   r^  c                   ó   — e Zd ZdgZd„ Zy)ÚTFOPTPreTrainedModelr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFOPTPreTrainedModel.__init__ï  r   r   Nr   r   r   r   ra  ra  ì  r   r   ra  c                   ó   — e Zd ZdgZd„ Zy)Ú!TFPegasusForConditionalGenerationr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z*TFPegasusForConditionalGeneration.__init__ö  r   r   Nr   r   r   r   rd  rd  ó  r   r   rd  c                   ó   — e Zd ZdgZd„ Zy)ÚTFPegasusModelr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFPegasusModel.__init__ý  r   r   Nr   r   r   r   rg  rg  ú  r   r   rg  c                   ó   — e Zd ZdgZd„ Zy)ÚTFPegasusPreTrainedModelr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z!TFPegasusPreTrainedModel.__init__  r   r   Nr   r   r   r   rj  rj    r   r   rj  c                   ó   — e Zd ZdgZd„ Zy)Ú
TFRagModelr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFRagModel.__init__  r   r   Nr   r   r   r   rm  rm    r   r   rm  c                   ó   — e Zd ZdgZd„ Zy)ÚTFRagPreTrainedModelr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFRagPreTrainedModel.__init__  r   r   Nr   r   r   r   rp  rp    r   r   rp  c                   ó   — e Zd ZdgZd„ Zy)ÚTFRagSequenceForGenerationr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z#TFRagSequenceForGeneration.__init__  r   r   Nr   r   r   r   rs  rs    r   r   rs  c                   ó   — e Zd ZdgZd„ Zy)ÚTFRagTokenForGenerationr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z TFRagTokenForGeneration.__init__   r   r   Nr   r   r   r   rv  rv    r   r   rv  c                   ó   — e Zd ZdgZd„ Zy)ÚTFRegNetForImageClassificationr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z'TFRegNetForImageClassification.__init__'  r   r   Nr   r   r   r   ry  ry  $  r   r   ry  c                   ó   — e Zd ZdgZd„ Zy)ÚTFRegNetModelr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFRegNetModel.__init__.  r   r   Nr   r   r   r   r|  r|  +  r   r   r|  c                   ó   — e Zd ZdgZd„ Zy)ÚTFRegNetPreTrainedModelr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z TFRegNetPreTrainedModel.__init__5  r   r   Nr   r   r   r   r  r  2  r   r   r  c                   ó   — e Zd ZdgZd„ Zy)ÚTFRemBertForCausalLMr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFRemBertForCausalLM.__init__<  r   r   Nr   r   r   r   r‚  r‚  9  r   r   r‚  c                   ó   — e Zd ZdgZd„ Zy)ÚTFRemBertForMaskedLMr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFRemBertForMaskedLM.__init__C  r   r   Nr   r   r   r   r…  r…  @  r   r   r…  c                   ó   — e Zd ZdgZd„ Zy)ÚTFRemBertForMultipleChoicer   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z#TFRemBertForMultipleChoice.__init__J  r   r   Nr   r   r   r   rˆ  rˆ  G  r   r   rˆ  c                   ó   — e Zd ZdgZd„ Zy)ÚTFRemBertForQuestionAnsweringr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z&TFRemBertForQuestionAnswering.__init__Q  r   r   Nr   r   r   r   r‹  r‹  N  r   r   r‹  c                   ó   — e Zd ZdgZd„ Zy)Ú"TFRemBertForSequenceClassificationr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z+TFRemBertForSequenceClassification.__init__X  r   r   Nr   r   r   r   rŽ  rŽ  U  r   r   rŽ  c                   ó   — e Zd ZdgZd„ Zy)ÚTFRemBertForTokenClassificationr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z(TFRemBertForTokenClassification.__init___  r   r   Nr   r   r   r   r‘  r‘  \  r   r   r‘  c                   ó   — e Zd ZdgZd„ Zy)ÚTFRemBertModelr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFRemBertModel.__init__f  r   r   Nr   r   r   r   r”  r”  c  r   r   r”  c                   ó   — e Zd ZdgZd„ Zy)ÚTFRemBertPreTrainedModelr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z!TFRemBertPreTrainedModel.__init__m  r   r   Nr   r   r   r   r—  r—  j  r   r   r—  c                   ó   — e Zd ZdgZd„ Zy)ÚTFResNetForImageClassificationr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z'TFResNetForImageClassification.__init__t  r   r   Nr   r   r   r   rš  rš  q  r   r   rš  c                   ó   — e Zd ZdgZd„ Zy)ÚTFResNetModelr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFResNetModel.__init__{  r   r   Nr   r   r   r   r�  r�  x  r   r   r�  c                   ó   — e Zd ZdgZd„ Zy)ÚTFResNetPreTrainedModelr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z TFResNetPreTrainedModel.__init__‚  r   r   Nr   r   r   r   r   r     r   r   r   c                   ó   — e Zd ZdgZd„ Zy)ÚTFRobertaForCausalLMr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFRobertaForCausalLM.__init__‰  r   r   Nr   r   r   r   r£  r£  †  r   r   r£  c                   ó   — e Zd ZdgZd„ Zy)ÚTFRobertaForMaskedLMr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFRobertaForMaskedLM.__init__�  r   r   Nr   r   r   r   r¦  r¦  �  r   r   r¦  c                   ó   — e Zd ZdgZd„ Zy)ÚTFRobertaForMultipleChoicer   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z#TFRobertaForMultipleChoice.__init__—  r   r   Nr   r   r   r   r©  r©  ”  r   r   r©  c                   ó   — e Zd ZdgZd„ Zy)ÚTFRobertaForQuestionAnsweringr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z&TFRobertaForQuestionAnswering.__init__ž  r   r   Nr   r   r   r   r¬  r¬  ›  r   r   r¬  c                   ó   — e Zd ZdgZd„ Zy)Ú"TFRobertaForSequenceClassificationr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z+TFRobertaForSequenceClassification.__init__¥  r   r   Nr   r   r   r   r¯  r¯  ¢  r   r   r¯  c                   ó   — e Zd ZdgZd„ Zy)ÚTFRobertaForTokenClassificationr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z(TFRobertaForTokenClassification.__init__¬  r   r   Nr   r   r   r   r²  r²  ©  r   r   r²  c                   ó   — e Zd ZdgZd„ Zy)ÚTFRobertaMainLayerr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFRobertaMainLayer.__init__³  r   r   Nr   r   r   r   rµ  rµ  °  r   r   rµ  c                   ó   — e Zd ZdgZd„ Zy)ÚTFRobertaModelr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFRobertaModel.__init__º  r   r   Nr   r   r   r   r¸  r¸  ·  r   r   r¸  c                   ó   — e Zd ZdgZd„ Zy)ÚTFRobertaPreTrainedModelr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z!TFRobertaPreTrainedModel.__init__Á  r   r   Nr   r   r   r   r»  r»  ¾  r   r   r»  c                   ó   — e Zd ZdgZd„ Zy)Ú TFRobertaPreLayerNormForCausalLMr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z)TFRobertaPreLayerNormForCausalLM.__init__È  r   r   Nr   r   r   r   r¾  r¾  Å  r   r   r¾  c                   ó   — e Zd ZdgZd„ Zy)Ú TFRobertaPreLayerNormForMaskedLMr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z)TFRobertaPreLayerNormForMaskedLM.__init__Ï  r   r   Nr   r   r   r   rÁ  rÁ  Ì  r   r   rÁ  c                   ó   — e Zd ZdgZd„ Zy)Ú&TFRobertaPreLayerNormForMultipleChoicer   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z/TFRobertaPreLayerNormForMultipleChoice.__init__Ö  r   r   Nr   r   r   r   rÄ  rÄ  Ó  r   r   rÄ  c                   ó   — e Zd ZdgZd„ Zy)Ú)TFRobertaPreLayerNormForQuestionAnsweringr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z2TFRobertaPreLayerNormForQuestionAnswering.__init__Ý  r   r   Nr   r   r   r   rÇ  rÇ  Ú  r   r   rÇ  c                   ó   — e Zd ZdgZd„ Zy)Ú.TFRobertaPreLayerNormForSequenceClassificationr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z7TFRobertaPreLayerNormForSequenceClassification.__init__ä  r   r   Nr   r   r   r   rÊ  rÊ  á  r   r   rÊ  c                   ó   — e Zd ZdgZd„ Zy)Ú+TFRobertaPreLayerNormForTokenClassificationr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z4TFRobertaPreLayerNormForTokenClassification.__init__ë  r   r   Nr   r   r   r   rÍ  rÍ  è  r   r   rÍ  c                   ó   — e Zd ZdgZd„ Zy)ÚTFRobertaPreLayerNormMainLayerr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z'TFRobertaPreLayerNormMainLayer.__init__ò  r   r   Nr   r   r   r   rÐ  rÐ  ï  r   r   rÐ  c                   ó   — e Zd ZdgZd„ Zy)ÚTFRobertaPreLayerNormModelr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z#TFRobertaPreLayerNormModel.__init__ù  r   r   Nr   r   r   r   rÓ  rÓ  ö  r   r   rÓ  c                   ó   — e Zd ZdgZd„ Zy)Ú$TFRobertaPreLayerNormPreTrainedModelr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z-TFRobertaPreLayerNormPreTrainedModel.__init__ 	  r   r   Nr   r   r   r   rÖ  rÖ  ý  r   r   rÖ  c                   ó   — e Zd ZdgZd„ Zy)ÚTFRoFormerForCausalLMr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFRoFormerForCausalLM.__init__	  r   r   Nr   r   r   r   rÙ  rÙ  	  r   r   rÙ  c                   ó   — e Zd ZdgZd„ Zy)ÚTFRoFormerForMaskedLMr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFRoFormerForMaskedLM.__init__	  r   r   Nr   r   r   r   rÜ  rÜ  	  r   r   rÜ  c                   ó   — e Zd ZdgZd„ Zy)ÚTFRoFormerForMultipleChoicer   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z$TFRoFormerForMultipleChoice.__init__	  r   r   Nr   r   r   r   rß  rß  	  r   r   rß  c                   ó   — e Zd ZdgZd„ Zy)ÚTFRoFormerForQuestionAnsweringr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z'TFRoFormerForQuestionAnswering.__init__	  r   r   Nr   r   r   r   râ  râ  	  r   r   râ  c                   ó   — e Zd ZdgZd„ Zy)Ú#TFRoFormerForSequenceClassificationr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z,TFRoFormerForSequenceClassification.__init__#	  r   r   Nr   r   r   r   rå  rå   	  r   r   rå  c                   ó   — e Zd ZdgZd„ Zy)Ú TFRoFormerForTokenClassificationr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z)TFRoFormerForTokenClassification.__init__*	  r   r   Nr   r   r   r   rè  rè  '	  r   r   rè  c                   ó   — e Zd ZdgZd„ Zy)ÚTFRoFormerModelr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFRoFormerModel.__init__1	  r   r   Nr   r   r   r   rë  rë  .	  r   r   rë  c                   ó   — e Zd ZdgZd„ Zy)ÚTFRoFormerPreTrainedModelr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z"TFRoFormerPreTrainedModel.__init__8	  r   r   Nr   r   r   r   rî  rî  5	  r   r   rî  c                   ó   — e Zd ZdgZd„ Zy)Ú
TFSamModelr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFSamModel.__init__?	  r   r   Nr   r   r   r   rñ  rñ  <	  r   r   rñ  c                   ó   — e Zd ZdgZd„ Zy)ÚTFSamPreTrainedModelr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFSamPreTrainedModel.__init__F	  r   r   Nr   r   r   r   rô  rô  C	  r   r   rô  c                   ó   — e Zd ZdgZd„ Zy)ÚTFSamVisionModelr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFSamVisionModel.__init__M	  r   r   Nr   r   r   r   r÷  r÷  J	  r   r   r÷  c                   ó   — e Zd ZdgZd„ Zy)ÚTFSegformerDecodeHeadr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFSegformerDecodeHead.__init__T	  r   r   Nr   r   r   r   rú  rú  Q	  r   r   rú  c                   ó   — e Zd ZdgZd„ Zy)Ú!TFSegformerForImageClassificationr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z*TFSegformerForImageClassification.__init__[	  r   r   Nr   r   r   r   rý  rý  X	  r   r   rý  c                   ó   — e Zd ZdgZd„ Zy)Ú"TFSegformerForSemanticSegmentationr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z+TFSegformerForSemanticSegmentation.__init__b	  r   r   Nr   r   r   r   r   r   _	  r   r   r   c                   ó   — e Zd ZdgZd„ Zy)ÚTFSegformerModelr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFSegformerModel.__init__i	  r   r   Nr   r   r   r   r  r  f	  r   r   r  c                   ó   — e Zd ZdgZd„ Zy)ÚTFSegformerPreTrainedModelr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z#TFSegformerPreTrainedModel.__init__p	  r   r   Nr   r   r   r   r  r  m	  r   r   r  c                   ó   — e Zd ZdgZd„ Zy)Ú%TFSpeech2TextForConditionalGenerationr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z.TFSpeech2TextForConditionalGeneration.__init__w	  r   r   Nr   r   r   r   r	  r	  t	  r   r   r	  c                   ó   — e Zd ZdgZd„ Zy)ÚTFSpeech2TextModelr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFSpeech2TextModel.__init__~	  r   r   Nr   r   r   r   r  r  {	  r   r   r  c                   ó   — e Zd ZdgZd„ Zy)ÚTFSpeech2TextPreTrainedModelr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z%TFSpeech2TextPreTrainedModel.__init__…	  r   r   Nr   r   r   r   r  r  ‚	  r   r   r  c                   ó   — e Zd ZdgZd„ Zy)Ú#TFSwiftFormerForImageClassificationr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z,TFSwiftFormerForImageClassification.__init__Œ	  r   r   Nr   r   r   r   r  r  ‰	  r   r   r  c                   ó   — e Zd ZdgZd„ Zy)ÚTFSwiftFormerModelr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFSwiftFormerModel.__init__“	  r   r   Nr   r   r   r   r  r  �	  r   r   r  c                   ó   — e Zd ZdgZd„ Zy)ÚTFSwiftFormerPreTrainedModelr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z%TFSwiftFormerPreTrainedModel.__init__š	  r   r   Nr   r   r   r   r  r  —	  r   r   r  c                   ó   — e Zd ZdgZd„ Zy)ÚTFSwinForImageClassificationr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z%TFSwinForImageClassification.__init__¡	  r   r   Nr   r   r   r   r  r  ž	  r   r   r  c                   ó   — e Zd ZdgZd„ Zy)ÚTFSwinForMaskedImageModelingr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z%TFSwinForMaskedImageModeling.__init__¨	  r   r   Nr   r   r   r   r  r  ¥	  r   r   r  c                   ó   — e Zd ZdgZd„ Zy)ÚTFSwinModelr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFSwinModel.__init__¯	  r   r   Nr   r   r   r   r!  r!  ¬	  r   r   r!  c                   ó   — e Zd ZdgZd„ Zy)ÚTFSwinPreTrainedModelr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFSwinPreTrainedModel.__init__¶	  r   r   Nr   r   r   r   r$  r$  ³	  r   r   r$  c                   ó   — e Zd ZdgZd„ Zy)ÚTFT5EncoderModelr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFT5EncoderModel.__init__½	  r   r   Nr   r   r   r   r'  r'  º	  r   r   r'  c                   ó   — e Zd ZdgZd„ Zy)ÚTFT5ForConditionalGenerationr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z%TFT5ForConditionalGeneration.__init__Ä	  r   r   Nr   r   r   r   r*  r*  Á	  r   r   r*  c                   ó   — e Zd ZdgZd„ Zy)Ú	TFT5Modelr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFT5Model.__init__Ë	  r   r   Nr   r   r   r   r-  r-  È	  r   r   r-  c                   ó   — e Zd ZdgZd„ Zy)ÚTFT5PreTrainedModelr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFT5PreTrainedModel.__init__Ò	  r   r   Nr   r   r   r   r0  r0  Ï	  r   r   r0  c                   ó   — e Zd ZdgZd„ Zy)ÚTFTapasForMaskedLMr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFTapasForMaskedLM.__init__Ù	  r   r   Nr   r   r   r   r3  r3  Ö	  r   r   r3  c                   ó   — e Zd ZdgZd„ Zy)ÚTFTapasForQuestionAnsweringr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z$TFTapasForQuestionAnswering.__init__à	  r   r   Nr   r   r   r   r6  r6  Ý	  r   r   r6  c                   ó   — e Zd ZdgZd„ Zy)Ú TFTapasForSequenceClassificationr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z)TFTapasForSequenceClassification.__init__ç	  r   r   Nr   r   r   r   r9  r9  ä	  r   r   r9  c                   ó   — e Zd ZdgZd„ Zy)ÚTFTapasModelr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFTapasModel.__init__î	  r   r   Nr   r   r   r   r<  r<  ë	  r   r   r<  c                   ó   — e Zd ZdgZd„ Zy)ÚTFTapasPreTrainedModelr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFTapasPreTrainedModel.__init__õ	  r   r   Nr   r   r   r   r?  r?  ò	  r   r   r?  c                   ó   — e Zd ZdgZd„ Zy)ÚTFVisionEncoderDecoderModelr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z$TFVisionEncoderDecoderModel.__init__ü	  r   r   Nr   r   r   r   rB  rB  ù	  r   r   rB  c                   ó   — e Zd ZdgZd„ Zy)ÚTFVisionTextDualEncoderModelr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z%TFVisionTextDualEncoderModel.__init__
  r   r   Nr   r   r   r   rE  rE   
  r   r   rE  c                   ó   — e Zd ZdgZd„ Zy)ÚTFViTForImageClassificationr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z$TFViTForImageClassification.__init__

  r   r   Nr   r   r   r   rH  rH  
  r   r   rH  c                   ó   — e Zd ZdgZd„ Zy)Ú
TFViTModelr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFViTModel.__init__
  r   r   Nr   r   r   r   rK  rK  
  r   r   rK  c                   ó   — e Zd ZdgZd„ Zy)ÚTFViTPreTrainedModelr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFViTPreTrainedModel.__init__
  r   r   Nr   r   r   r   rN  rN  
  r   r   rN  c                   ó   — e Zd ZdgZd„ Zy)ÚTFViTMAEForPreTrainingr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFViTMAEForPreTraining.__init__
  r   r   Nr   r   r   r   rQ  rQ  
  r   r   rQ  c                   ó   — e Zd ZdgZd„ Zy)ÚTFViTMAEModelr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFViTMAEModel.__init__&
  r   r   Nr   r   r   r   rT  rT  #
  r   r   rT  c                   ó   — e Zd ZdgZd„ Zy)ÚTFViTMAEPreTrainedModelr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z TFViTMAEPreTrainedModel.__init__-
  r   r   Nr   r   r   r   rW  rW  *
  r   r   rW  c                   ó   — e Zd ZdgZd„ Zy)ÚTFWav2Vec2ForCTCr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFWav2Vec2ForCTC.__init__4
  r   r   Nr   r   r   r   rZ  rZ  1
  r   r   rZ  c                   ó   — e Zd ZdgZd„ Zy)Ú#TFWav2Vec2ForSequenceClassificationr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z,TFWav2Vec2ForSequenceClassification.__init__;
  r   r   Nr   r   r   r   r]  r]  8
  r   r   r]  c                   ó   — e Zd ZdgZd„ Zy)ÚTFWav2Vec2Modelr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFWav2Vec2Model.__init__B
  r   r   Nr   r   r   r   r`  r`  ?
  r   r   r`  c                   ó   — e Zd ZdgZd„ Zy)ÚTFWav2Vec2PreTrainedModelr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z"TFWav2Vec2PreTrainedModel.__init__I
  r   r   Nr   r   r   r   rc  rc  F
  r   r   rc  c                   ó   — e Zd ZdgZd„ Zy)Ú!TFWhisperForConditionalGenerationr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z*TFWhisperForConditionalGeneration.__init__P
  r   r   Nr   r   r   r   rf  rf  M
  r   r   rf  c                   ó   — e Zd ZdgZd„ Zy)ÚTFWhisperModelr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFWhisperModel.__init__W
  r   r   Nr   r   r   r   ri  ri  T
  r   r   ri  c                   ó   — e Zd ZdgZd„ Zy)ÚTFWhisperPreTrainedModelr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z!TFWhisperPreTrainedModel.__init__^
  r   r   Nr   r   r   r   rl  rl  [
  r   r   rl  c                   ó   — e Zd ZdgZd„ Zy)ÚTFXGLMForCausalLMr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFXGLMForCausalLM.__init__e
  r   r   Nr   r   r   r   ro  ro  b
  r   r   ro  c                   ó   — e Zd ZdgZd„ Zy)ÚTFXGLMModelr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFXGLMModel.__init__l
  r   r   Nr   r   r   r   rr  rr  i
  r   r   rr  c                   ó   — e Zd ZdgZd„ Zy)ÚTFXGLMPreTrainedModelr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFXGLMPreTrainedModel.__init__s
  r   r   Nr   r   r   r   ru  ru  p
  r   r   ru  c                   ó   — e Zd ZdgZd„ Zy)ÚTFXLMForMultipleChoicer   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFXLMForMultipleChoice.__init__z
  r   r   Nr   r   r   r   rx  rx  w
  r   r   rx  c                   ó   — e Zd ZdgZd„ Zy)ÚTFXLMForQuestionAnsweringSimpler   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z(TFXLMForQuestionAnsweringSimple.__init__�
  r   r   Nr   r   r   r   r{  r{  ~
  r   r   r{  c                   ó   — e Zd ZdgZd„ Zy)ÚTFXLMForSequenceClassificationr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z'TFXLMForSequenceClassification.__init__ˆ
  r   r   Nr   r   r   r   r~  r~  …
  r   r   r~  c                   ó   — e Zd ZdgZd„ Zy)ÚTFXLMForTokenClassificationr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z$TFXLMForTokenClassification.__init__�
  r   r   Nr   r   r   r   r�  r�  Œ
  r   r   r�  c                   ó   — e Zd ZdgZd„ Zy)ÚTFXLMMainLayerr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFXLMMainLayer.__init__–
  r   r   Nr   r   r   r   r„  r„  “
  r   r   r„  c                   ó   — e Zd ZdgZd„ Zy)Ú
TFXLMModelr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFXLMModel.__init__�
  r   r   Nr   r   r   r   r‡  r‡  š
  r   r   r‡  c                   ó   — e Zd ZdgZd„ Zy)ÚTFXLMPreTrainedModelr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFXLMPreTrainedModel.__init__¤
  r   r   Nr   r   r   r   rŠ  rŠ  ¡
  r   r   rŠ  c                   ó   — e Zd ZdgZd„ Zy)ÚTFXLMWithLMHeadModelr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFXLMWithLMHeadModel.__init__«
  r   r   Nr   r   r   r   r�  r�  ¨
  r   r   r�  c                   ó   — e Zd ZdgZd„ Zy)ÚTFXLMRobertaForCausalLMr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z TFXLMRobertaForCausalLM.__init__²
  r   r   Nr   r   r   r   r�  r�  ¯
  r   r   r�  c                   ó   — e Zd ZdgZd„ Zy)ÚTFXLMRobertaForMaskedLMr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z TFXLMRobertaForMaskedLM.__init__¹
  r   r   Nr   r   r   r   r“  r“  ¶
  r   r   r“  c                   ó   — e Zd ZdgZd„ Zy)ÚTFXLMRobertaForMultipleChoicer   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z&TFXLMRobertaForMultipleChoice.__init__À
  r   r   Nr   r   r   r   r–  r–  ½
  r   r   r–  c                   ó   — e Zd ZdgZd„ Zy)Ú TFXLMRobertaForQuestionAnsweringr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z)TFXLMRobertaForQuestionAnswering.__init__Ç
  r   r   Nr   r   r   r   r™  r™  Ä
  r   r   r™  c                   ó   — e Zd ZdgZd„ Zy)Ú%TFXLMRobertaForSequenceClassificationr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z.TFXLMRobertaForSequenceClassification.__init__Î
  r   r   Nr   r   r   r   rœ  rœ  Ë
  r   r   rœ  c                   ó   — e Zd ZdgZd„ Zy)Ú"TFXLMRobertaForTokenClassificationr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z+TFXLMRobertaForTokenClassification.__init__Õ
  r   r   Nr   r   r   r   rŸ  rŸ  Ò
  r   r   rŸ  c                   ó   — e Zd ZdgZd„ Zy)ÚTFXLMRobertaModelr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFXLMRobertaModel.__init__Ü
  r   r   Nr   r   r   r   r¢  r¢  Ù
  r   r   r¢  c                   ó   — e Zd ZdgZd„ Zy)ÚTFXLMRobertaPreTrainedModelr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z$TFXLMRobertaPreTrainedModel.__init__ã
  r   r   Nr   r   r   r   r¥  r¥  à
  r   r   r¥  c                   ó   — e Zd ZdgZd„ Zy)ÚTFXLNetForMultipleChoicer   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z!TFXLNetForMultipleChoice.__init__ê
  r   r   Nr   r   r   r   r¨  r¨  ç
  r   r   r¨  c                   ó   — e Zd ZdgZd„ Zy)Ú!TFXLNetForQuestionAnsweringSimpler   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z*TFXLNetForQuestionAnsweringSimple.__init__ñ
  r   r   Nr   r   r   r   r«  r«  î
  r   r   r«  c                   ó   — e Zd ZdgZd„ Zy)Ú TFXLNetForSequenceClassificationr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z)TFXLNetForSequenceClassification.__init__ø
  r   r   Nr   r   r   r   r®  r®  õ
  r   r   r®  c                   ó   — e Zd ZdgZd„ Zy)ÚTFXLNetForTokenClassificationr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   z&TFXLNetForTokenClassification.__init__ÿ
  r   r   Nr   r   r   r   r±  r±  ü
  r   r   r±  c                   ó   — e Zd ZdgZd„ Zy)ÚTFXLNetLMHeadModelr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFXLNetLMHeadModel.__init__  r   r   Nr   r   r   r   r´  r´    r   r   r´  c                   ó   — e Zd ZdgZd„ Zy)ÚTFXLNetMainLayerr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFXLNetMainLayer.__init__  r   r   Nr   r   r   r   r·  r·  
  r   r   r·  c                   ó   — e Zd ZdgZd„ Zy)ÚTFXLNetModelr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFXLNetModel.__init__  r   r   Nr   r   r   r   rº  rº    r   r   rº  c                   ó   — e Zd ZdgZd„ Zy)ÚTFXLNetPreTrainedModelr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zTFXLNetPreTrainedModel.__init__  r   r   Nr   r   r   r   r½  r½    r   r   r½  c                   ó   — e Zd ZdgZd„ Zy)ÚAdamWeightDecayr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zAdamWeightDecay.__init__"  r   r   Nr   r   r   r   rÀ  rÀ    r   r   rÀ  c                   ó   — e Zd ZdgZd„ Zy)ÚGradientAccumulatorr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zGradientAccumulator.__init__)  r   r   Nr   r   r   r   rÃ  rÃ  &  r   r   rÃ  c                   ó   — e Zd ZdgZd„ Zy)ÚWarmUpr   c                 ó   — t        | dg«       y r	   r
   r   s      r   r   zWarmUp.__init__0  r   r   Nr   r   r   r   rÆ  rÆ  -  r   r   rÆ  c                  ó&   — t        t        dg«       y r	   )r   Úcreate_optimizerrY   s     r   rÉ  rÉ  4  s   € ÜÔ&¨¨Õ/r   (ª  Úutilsr   r   r   r   r   r"   r%   r(   r+   r.   r1   r4   r7   r:   r=   r@   rC   rF   rI   rL   rO   rR   rU   rX   r[   r^   ra   rd   rg   rj   rm   rp   rs   Ú)TF_MODEL_FOR_AUDIO_CLASSIFICATION_MAPPINGÚTF_MODEL_FOR_CAUSAL_LM_MAPPINGÚ0TF_MODEL_FOR_DOCUMENT_QUESTION_ANSWERING_MAPPINGÚ)TF_MODEL_FOR_IMAGE_CLASSIFICATION_MAPPINGÚ$TF_MODEL_FOR_MASK_GENERATION_MAPPINGÚ*TF_MODEL_FOR_MASKED_IMAGE_MODELING_MAPPINGÚTF_MODEL_FOR_MASKED_LM_MAPPINGÚ$TF_MODEL_FOR_MULTIPLE_CHOICE_MAPPINGÚ-TF_MODEL_FOR_NEXT_SENTENCE_PREDICTION_MAPPINGÚ TF_MODEL_FOR_PRETRAINING_MAPPINGÚ'TF_MODEL_FOR_QUESTION_ANSWERING_MAPPINGÚ*TF_MODEL_FOR_SEMANTIC_SEGMENTATION_MAPPINGÚ)TF_MODEL_FOR_SEQ_TO_SEQ_CAUSAL_LM_MAPPINGÚ,TF_MODEL_FOR_SEQUENCE_CLASSIFICATION_MAPPINGÚ%TF_MODEL_FOR_SPEECH_SEQ_2_SEQ_MAPPINGÚ-TF_MODEL_FOR_TABLE_QUESTION_ANSWERING_MAPPINGÚ"TF_MODEL_FOR_TEXT_ENCODING_MAPPINGÚ)TF_MODEL_FOR_TOKEN_CLASSIFICATION_MAPPINGÚ!TF_MODEL_FOR_VISION_2_SEQ_MAPPINGÚ3TF_MODEL_FOR_ZERO_SHOT_IMAGE_CLASSIFICATION_MAPPINGÚTF_MODEL_MAPPINGÚTF_MODEL_WITH_LM_HEAD_MAPPINGrv   ry   r|   r   r‚   r…   rˆ   r‹   rŽ   r‘   r”   r—   rš   r�   r    r£   r¦   r©   r¬   r¯   r²   rµ   r¸   r»   r¾   rÁ   rÄ   rÇ   rÊ   rÍ   rÐ   rÓ   rÖ   rÙ   rÜ   rß   râ   rå   rè   rë   rî   rñ   rô   r÷   rú   rý   r   r  r  r	  r  r  r  r  r  r  r  r!  r$  r'  r*  r-  r0  r3  r6  r9  r<  r?  rB  rE  rH  rK  rN  rQ  rT  rW  rZ  r]  r`  rc  rf  ri  rl  ro  rr  ru  rx  r{  r~  r�  r„  r‡  rŠ  r�  r�  r“  r–  r™  rœ  rŸ  r¢  r¥  r¨  r«  r®  r±  r´  r·  rº  r½  rÀ  rÃ  rÆ  rÉ  rÌ  rÏ  rÒ  rÕ  rØ  rÛ  rÞ  rá  rä  rç  rê  rí  rð  ró  rö  rù  rü  rÿ  r  r  r  r  r  r  r  r  r  r  r   r#  r&  r)  r,  r/  r2  r5  r8  r;  r>  rA  rD  rG  rJ  rM  rP  rS  rV  rY  r\  r_  rb  re  rh  rk  rn  rq  rt  rw  rz  r}  r€  rƒ  r†  r‰  rŒ  r�  r’  r•  r˜  r›  rž  r¡  r¤  r§  rª  r­  r°  r³  r¶  r¹  r¼  r¿  rÂ  rÅ  rÈ  rË  rÎ  rÑ  rÔ  r×  rÚ  rÝ  rà  rã  ræ  ré  rì  rï  rò  rõ  rø  rû  rþ  r  r  r  r
  r  r  r  r  r  r  r  r"  r%  r(  r+  r.  r1  r4  r7  r:  r=  r@  rC  rF  rI  rL  rO  rR  rU  rX  r[  r^  ra  rd  rg  rj  rm  rp  rs  rv  ry  r|  r  r‚  r…  rˆ  r‹  rŽ  r‘  r”  r—  rš  r�  r   r£  r¦  r©  r¬  r¯  r²  rµ  r¸  r»  r¾  rÁ  rÄ  rÇ  rÊ  rÍ  rÐ  rÓ  rÖ  rÙ  rÜ  rß  râ  rå  rè  rë  rî  rñ  rô  r÷  rú  rý  r   r  r  r	  r  r  r  r  r  r  r  r!  r$  r'  r*  r-  r0  r3  r6  r9  r<  r?  rB  rE  rH  rK  rN  rQ  rT  rW  rZ  r]  r`  rc  rf  ri  rl  ro  rr  ru  rx  r{  r~  r�  r„  r‡  rŠ  r�  r�  r“  r–  r™  rœ  rŸ  r¢  r¥  r¨  r«  r®  r±  r´  r·  rº  r½  rÀ  rÃ  rÆ  rÉ  r   r   r   ú<module>rá     sv  ðç 2ô(°õ (ô(°õ (ô(¨[õ (ô( +õ (ô( +õ (ô( kõ (ô(˜{õ (ô(¨;õ (ô(¨Kõ (ô(¨{õ (ô(°;õ (ô(°{õ (ô(°õ (ô(¨+õ (ô( ;õ (ô( ;õ (ô( Kõ (ô( +õ (ô( +õ (ô( +õ (ô( ;õ (ò*ô( Kõ (ô(¨+õ (ô( {õ (ô(¨[õ (ô(°+õ (ô(¨{õ (ô( +õ (ô(˜kõ (ô(¨õ (ð -1Ð )ð "&Ð ð 48Ð 0ð -1Ð )ð (,Ð $ð .2Ð *ð "&Ð ð (,Ð $ð 15Ð -ð $(Ð  ð +/Ð 'ð .2Ð *ð -1Ð )ð 04Ð ,ð )-Ð %ð 15Ð -ð &*Ð "ð -1Ð )ð %)Ð !ð 7;Ð 3ð Ð ð !%Ð ô(˜Kõ (ô(°+õ (ô( {õ (ô(¸õ (ô(°+õ (ô(°+õ (ô( {õ (ô(¨[õ (ô(¨[õ (ô(°[õ (ô(¨+õ (ô(°õ (ô(°;õ (ô(¨õ (ô(°[õ (ô(¨Kõ (ô(°[õ (ô(¨;õ (ô(°+õ (ô(¨õ (ô(¸+õ (ô( kõ (ô(¨{õ (ô(°õ (ô(˜Kõ (ô( kõ (ô( +õ (ô(¨õ (ô(°õ (ô( [õ (ô(¨;õ (ô(°õ (ô(¨[õ (ô( +õ (ô( õ (ô(˜Kõ (ô( kõ (ô(°[õ (ô( +õ (ô(¨Kõ (ô(¸+õ (ô( {õ (ô(°õ (ô(¨{õ (ô(¨Kõ (ô(¨;õ (ô(˜Kõ (ô( kõ (ô( õ (ô( +õ (ô( {õ (ô( {õ (ô(¨[õ (ô(°õ (ô(°[õ (ô(°+õ (ô( õ (ô(¨;õ (ô(˜Kõ (ô( kõ (ô( õ (ô( +õ (ô( kõ (ô(¨Kõ (ô(¨{õ (ô(°Kõ (ô(°õ (ô( õ (ô(¨+õ (ô(°õ (ô( õ (ô(¨+õ (ô(°;õ (ô( +õ (ô(¨Kõ (ô(°õ (ô( +õ (ô(˜Kõ (ô( kõ (ô(¨Kõ (ô(˜;õ (ô( [õ (ô(°{õ (ô(¸õ (ô( kõ (ô(°õ (ô( [õ (ô(¨kõ (ô(°;õ (ô(°õ (ô(˜{õ (ô(¨õ (ô( {õ (ô(¨[õ (ô(°õ (õ(°[õ (ö(°+õ (ö( õ (ö(¨;õ (ö(¨[õ (ö(¸õ (ö(¨[õ (ö(˜Kõ (ö( kõ (ö(¸õ (ö(À;õ (ö( {õ (ö(°õ (ö( Kõ (ö(°[õ (ö( {õ (ö( [õ (ö( õ (ö(¨;õ (ö(¨õ (ö(¨kõ (ö(°õ (ö(°kõ (ö(°;õ (ö( kõ (ö( +õ (ö(¨Kõ (ö( Kõ (ö(¨kõ (ö(¨{õ (ö( kõ (ö( [õ (ö(˜Kõ (ö( [õ (ö(¨;õ (ö(¨õ (ö(¨kõ (ö(°;õ (ö(°õ (ö(˜{õ (ö(¨õ (ö( kõ (ö( õ (ö(¨{õ (ö(¨Kõ (ö(˜;õ (ö( [õ (ö(¨Kõ (ö(°[õ (ö(°Kõ (ö(°õ (ö( õ (ö(¨+õ (ö(¨+õ (ö( +õ (ö( Kõ (ö(¨+õ (ö( {õ (ö(¨[õ (ö(°+õ (ö(¨{õ (ö(˜kõ (ö(¨õ (ö( {õ (ö(°õ (ö( +õ (ö( õ (ö(˜Kõ (ö( kõ (ö( +õ (ö(¨;õ (ö(°õ (ö(˜Kõ (ö( kõ (ö( õ (ö(¨+õ (ö( Kõ (ö( kõ (ö(˜{õ (ö(˜kõ (ö(¨õ (ö(¨Kõ (ö(˜{õ (ö(¨õ (ö( kõ (ö(¨{õ (ö(°Kõ (ö(°õ (ö( Kõ (ö( õ (ö(¨+õ (ö(°õ (ö(°kõ (ö(°;õ (ö( +õ (ö(¨Kõ (ö(¨kõ (ö(˜;õ (ö( [õ (ö(¨õ (ö(¨kõ (ö(°õ (ö(°kõ (ö(°;õ (ö( +õ (ö(¨Kö (ö( {ö (ö( +ö (ö(˜kö (ö(¨ö (ö(¨[ö (ö(˜kö (ö( ö (ö(¨ö (ö(°ö (ö(˜[ö (ö( {ö (ö( [ö (ö(°;ö (ö(˜{ö (ö(¨ö (ö(¨ö (ö(¨kö (ö(°kö (ö(¨;ö (ö(°ö (ö(°kö (ö(°;ö (ö( kö (ö( +ö (ö(¨Kö (ö(°+ö (ö(°;ö (ö( ö (ö(¨;ö (ö( ;ö (ö(¨ö (ö(¨Kö (ö(°ö (ö(¨kö (ö( ö (ö(˜[ö (ö( {ö (ö( +ö (ö(¨kö (ö(˜;ö (ö(¨Kö (ö(°[ö (ö( {ö (ö( [ö (ö( ö (ö(¨;ö (ö( ö (ö(˜;ö (ö( [ö (ö(°+ö (ö(˜{ö (ö(¨ö (ö(˜;ö (ö( [ö (ö(¨;ö (ö(¨ö (ö(¨{ö (ö(˜kö (ö(¨ö (ö( [ö (ö( [ö (ö(¨;ö (ö(¨kö (ö(°;ö (ö(°ö (ö(˜{ö (ö(¨ö (ö(¨{ö (ö(˜kö (ö(¨ö (ö( [ö (ö( [ö (ö(¨;ö (ö(¨kö (ö(°;ö (ö(°ö (ö( ;ö (ö(˜{ö (ö(¨ö (ö(°ö (ö(°ö (ö(°{ö (ö(¸+ö (ö(¸{ö (ö(¸Kö (ö(¨{ö (ö(¨;ö (ö(°[ö (ö( kö (ö( kö (ö(¨Kö (ö(¨{ö (ö(°Kö (ö(°ö (ö( ö (ö(¨+ö (ö(˜;ö (ö( [ö (ö( ö (ö( kö (ö(°+ö (ö(°;ö (ö( ö (ö(¨;ö (ö(°kö (ö( ;ö (ö(¨[ö (ö(°Kö (ö( ;ö (ö(¨[ö (ö(¨[ö (ö(¨[ö (ö(˜Kö (ö( kö (ö( ö (ö(¨[ö (ö(˜+ö (ö( Kö (ö( ;ö (ö(¨Kö (ö(°ö (ö(˜[ö (ö( {ö (ö(¨Kö (ö(¨[ö (ö(¨Kö (ö(˜;ö (ö( [ö (ö( {ö (ö(˜kö (ö(¨ö (ö( ö (ö(°Kö (ö( ö (ö(¨+ö (ö(°+ö (ö(˜{ö (ö(¨ö (ö( +ö (ö(˜Kö (ö( kö (ö( {ö (ö(°ö (ö(¨{ö (ö(¨Kö (ö(˜{ö (ö(˜;ö (ö( [ö (ö( [ö (ö(¨ö (ö(¨ö (ö(¨kö (ö(°ö (ö(°kö (ö(°;ö (ö( +ö (ö(¨Kö (ö(¨ö (ö(°+ö (ö(°ö (ö(¨kö (ö( ;ö (ö( ö (ö(˜[ö (ö( {ö (ö( ö (ö( Kö (ö(�{ö (õ0r   