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AddedTokenBatchEncodingCharSpanPreTrainedTokenizerBaseSpecialTokensMixin	TokenSpan)DefaultFlowCallbackEarlyStoppingCallbackPrinterCallbackProgressCallbackTrainerCallbackTrainerControlTrainerState)EvalPredictionIntervalStrategySchedulerTypeenable_full_determinismset_seedTrainingArgumentsSeq2SeqTrainingArgumentsTFTrainingArguments)-CONFIG_NAMEMODEL_CARD_NAMEPYTORCH_PRETRAINED_BERT_CACHEPYTORCH_TRANSFORMERS_CACHESPIECE_UNDERLINETF2_WEIGHTS_NAMETF_WEIGHTS_NAMETRANSFORMERS_CACHEWEIGHTS_NAME
TensorTypeadd_end_docstringsadd_start_docstringsis_apex_availableis_av_availabler   is_datasets_availableis_faiss_availabler   r   is_matplotlib_availableis_phonemizer_availableis_psutil_availableis_py3nvml_availableis_pyctcdecode_availableis_sacremoses_availableis_safetensors_availabler   r   is_sklearn_availabler   r   r   r   r   r   is_torch_hpu_availableis_torch_mlu_availableis_torch_musa_availableis_torch_neuroncore_availableis_torch_npu_availabler   is_torch_xla_availableis_torch_xpu_availabler   r   )
AqlmConfigAutoRoundConfig	AwqConfigBitNetQuantConfigBitsAndBytesConfigCompressedTensorsConfig
EetqConfigFbgemmFp8ConfigFineGrainedFP8Config
GPTQConfigHiggsConfig	HqqConfigZMxfp4ConfigQuantoConfigQuarkConfigFPQuantConfig
SpQRConfigTorchAoConfig
VptqConfig)(Zaudio_utilscommandsconfiguration_utilsZconvert_graph_to_onnxZ+convert_slow_tokenizers_checkpoints_to_fastZ)convert_tf_hub_seq_to_seq_bert_to_pytorchdatazdata.data_collatorzdata.metricszdata.processorsZdebug_utilsr   Zdependency_versions_tableZdynamic_module_utils!feature_extraction_sequence_utilsfeature_extraction_utilsZ
file_utils
generationhf_argparserZhyperparameter_searchZimage_transformsintegrationsZloss	modelcardmodeling_tf_pytorch_utilsZonnx	pipelinesprocessing_utilsZ
quantizersZtesting_utilstokenization_utilstokenization_utils_basetrainer_callbacktrainer_utilstraining_argstraining_args_seq2seqtraining_args_tfutilszutils.quantization_configZvideo_utils)dummy_tokenizers_objectsc                 C   s   g | ]}| d s|qS _
startswith.0name r   Q/var/www/html/assistant/venv/lib/python3.9/site-packages/transformers/__init__.py
<listcomp>+  s   r   zutils.dummy_tokenizers_objectsPreTrainedTokenizerFasttokenization_utils_fast)*dummy_sentencepiece_and_tokenizers_objectsc                 C   s   g | ]}| d s|qS r   r   r   r   r   r   r   9  s   z0utils.dummy_sentencepiece_and_tokenizers_objectsSLOW_TO_FAST_CONVERTERSconvert_slow_tokenizer)dummy_mistral_common_objectsc                 C   s   g | ]}| d s|qS r   r   r   r   r   r   r   H  s   z"utils.dummy_mistral_common_objectsZMistralCommonTokenizerZtokenization_mistral_common)dummy_vision_objectsc                 C   s   g | ]}| d s|qS r   r   r   r   r   r   r   U  s   zutils.dummy_vision_objectsImageProcessingMixinimage_processing_baseBaseImageProcessorimage_processing_utilsImageFeatureExtractionMixinimage_utils)dummy_torchvision_objectsc                 C   s   g | ]}| d s|qS r   r   r   r   r   r   r   c  s   zutils.dummy_torchvision_objectsBaseImageProcessorFastimage_processing_utils_fastBaseVideoProcessorvideo_processing_utils)dummy_pt_objectsc                 C   s   g | ]}| d s|qS r   r   r   r   r   r   r   q      zutils.dummy_pt_objectsmodel_addition_debugger_contextmodel_debugging_utilsZactivations)ZCacheLayerMixinDynamicLayerStaticLayerSlidingWindowLayerChunkedSlidingLayerQuantoQuantizedLayerHQQQuantizedLayerCacheDynamicCacheEncoderDecoderCacheHQQQuantizedCacheHybridCacheZHybridChunkedCacheOffloadedCacheOffloadedStaticCacheQuantizedCacheQuantoQuantizedCache	SinkCacheSlidingWindowCacheStaticCachecache_utils)	GlueDatasetGlueDataTrainingArgumentsLineByLineTextDatasetLineByLineWithRefDatasetLineByLineWithSOPTextDatasetSquadDatasetSquadDataTrainingArgumentsTextDataset$TextDatasetForNextSentencePredictionzdata.datasetsr   )3#AlternatingCodebooksLogitsProcessorBayesianDetectorConfigBayesianDetectorModel
BeamScorerBeamSearchScorer%ClassifierFreeGuidanceLogitsProcessorConstrainedBeamSearchScorer
ConstraintConstraintListStateDisjunctiveConstraint#EncoderNoRepeatNGramLogitsProcessor'EncoderRepetitionPenaltyLogitsProcessorEosTokenCriteriaEpsilonLogitsWarperEtaLogitsWarperExponentialDecayLengthPenaltyForcedBOSTokenLogitsProcessorForcedEOSTokenLogitsProcessorGenerationMixinHammingDiversityLogitsProcessorInfNanRemoveLogitsProcessorLogitNormalizationLogitsProcessorLogitsProcessorListMaxLengthCriteriaMaxTimeCriteriaMinLengthLogitsProcessor!MinNewTokensLengthLogitsProcessorMinPLogitsWarperNoBadWordsLogitsProcessorNoRepeatNGramLogitsProcessorPhrasalConstraint PrefixConstrainedLogitsProcessor RepetitionPenaltyLogitsProcessorSequenceBiasLogitsProcessorStoppingCriteriaStoppingCriteriaListStopStringCriteria$SuppressTokensAtBeginLogitsProcessorSuppressTokensLogitsProcessorSynthIDTextWatermarkDetectorSynthIDTextWatermarkingConfig#SynthIDTextWatermarkLogitsProcessorTemperatureLogitsWarperTopKLogitsWarperTopPLogitsWarperTypicalLogitsWarper.UnbatchedClassifierFreeGuidanceLogitsProcessorWatermarkDetectorWatermarkLogitsProcessorWhisperTimeStampLogitsProcessor$TorchExportableModuleWithStaticCacheconvert_and_export_with_cachezintegrations.executorchZmodeling_flash_attention_utilsGradientCheckpointingLayermodeling_layersZmodeling_outputsROPE_INIT_FUNCTIONSdynamic_rope_updatemodeling_rope_utilsPreTrainedModelAttentionInterfacemodeling_utilsAttentionMaskInterfacemasking_utils)
	Adafactorget_constant_schedule!get_constant_schedule_with_warmupget_cosine_schedule_with_warmup2get_cosine_with_hard_restarts_schedule_with_warmupget_inverse_sqrt_scheduleget_linear_schedule_with_warmup)get_polynomial_decay_schedule_with_warmupget_schedulerget_wsd_scheduleoptimization)Conv1Dapply_chunking_to_forwardprune_layerZinfer_devicepytorch_utilsZ	sagemakerZtime_series_utilsTrainertrainertorch_distributed_zero_firsttrainer_pt_utilsSeq2SeqTrainertrainer_seq2seq)dummy_tf_objectsc                 C   s   g | ]}| d s|qS r   r   r   r   r   r   r     r   zutils.dummy_tf_objectsZactivations_tf)TFForcedBOSTokenLogitsProcessorTFForcedEOSTokenLogitsProcessorTFForceTokensLogitsProcessorTFGenerationMixinTFLogitsProcessorTFLogitsProcessorListTFLogitsWarperTFMinLengthLogitsProcessorTFNoBadWordsLogitsProcessorTFNoRepeatNGramLogitsProcessor"TFRepetitionPenaltyLogitsProcessor&TFSuppressTokensAtBeginLogitsProcessorTFSuppressTokensLogitsProcessorTFTemperatureLogitsWarperTFTopKLogitsWarperTFTopPLogitsWarperKerasMetricCallbackPushToHubCallbackkeras_callbacksZmodeling_tf_outputs)TFPreTrainedModelTFSequenceSummaryTFSharedEmbeddings
shape_listmodeling_tf_utils)AdamWeightDecayGradientAccumulatorWarmUpcreate_optimizeroptimization_tfZtf_utils)dummy_flax_objectsc                 C   s   g | ]}| d s|qS r   r   r   r   r   r   r   *  s   zutils.dummy_flax_objects)!FlaxForcedBOSTokenLogitsProcessor!FlaxForcedEOSTokenLogitsProcessorFlaxForceTokensLogitsProcessorFlaxGenerationMixinFlaxLogitsProcessorFlaxLogitsProcessorListFlaxLogitsWarperFlaxMinLengthLogitsProcessorFlaxTemperatureLogitsWarper(FlaxSuppressTokensAtBeginLogitsProcessor!FlaxSuppressTokensLogitsProcessorFlaxTopKLogitsWarperFlaxTopPLogitsWarper#FlaxWhisperTimeStampLogitsProcessorZmodeling_flax_outputsFlaxPreTrainedModelmodeling_flax_utils)r  )r   )r  )r   )r  )r  )r  )r  )
MambaCache)r  )r  )r	  )r
  )r   )r  )r  )r   )r  )r   )r   )r   )r   )r   )r   )r    )r!   )r"   )r#   )r$   )r%   )r&   )r'   )r(   )r)   )r*   )r+   )r,   )r-   )r.   )r/   )r0   )r1   )r2   )r3   )r4   )r5   )r6   )r7   )r8   )r9   )r:   )r;   )r  )r  )r  )r  )r  )r  )r  )r  )r  )r<   )r=   )r>   )r  )r?   )r  )r  )r  )r  )r  )r@   )r  )r  )r   )r!  )r"  )r#  )r$  )r%  )r&  )r'  )r  )r  )r  )r  )r  )r  )r  )r  )r  )r  )r  )r  )r  )r  )r(  )r)  )rA   )r*  )r+  )r,  )r-  )r.  )r/  )r0  )r1  )r2  )r3  )r4  )r5  )r6  )r7  )r8  )r9  )r:  )r;  )r<  )r=  )r>  )r?  )r@  )rA  )rB  )rC  )rB   )rC   )rm  )rn  )ro  )rp  )rq  )rr  )rs  )rt  )ru  )rv  )rw  )rx  )ry  )rz  )r{  )r|  )rD  )rE  )rF  )rG  )rH  )rD   )rI  )rJ  )rE   )r   )r   )r   )r   )rF   )rG   )rH   )rI   )rJ   )rK   )rL   )rM   )rN   )rO   )rP   )rQ   )rK  )rL  )r}  )r~  )rU  )r   )rR   )r  )rM  )rO  )rP  )rS   )rT   )rU   )rV   )rW   )rX   )rY   )r  )r  )r  )r  )rS  )rR  )*)TimmWrapperImageProcessor)rW  )rX  )rY  )rZ  )r[  )r\  )r]  )r^  )r_  )r`  )r  )r  )r  )r  )rZ   )r[   )r\   )r]   )r^   )r_   )r`   )ra   )rb   )rc   )rd   )re   )rf   )rg   )rh   )ri   )rj   )rk   )rl   )rm   )rn   )ro   )rp   )rq   )rr   )rs   )rt   )ru   )rv   )rw   )rx   )ry   )rz   )r{   )r|   )r}   )r~   )r   )rb  )rc  )rd  )r   )r   )r   )r   )r   )r   )r   )r   )rf  )r   )r   )r   )r   )r   )r   )r   )rh  )rj  )r   )r   )r   )r   )r   )r   )r   )r   )r   )r   )r   )r   )r   )r   )r   )r   )r   )r   )r   )r   )r   )r   )r   )r   )r   )r   )r   )r   )r   )r   )r   )r   )r   )r   )r   )r   )r   )r   )r   )r   )r   )r   )r   )r   )r   )r   )r   )r   )r   )r   )r   )r   )r   )r   )r   )r   )r   )r   Nc                 C   s   i | ]\}}|t |qS r   )set)r   kvr   r   r   
<dictcomp>  r   r  models)prefix__file____version__)Zmodule_specextra_objectszNone of PyTorch, TensorFlow >= 2.0, or Flax have been found. Models won't be available and only tokenizers, configuration and file/data utilities can be used.(  r  pathlibr   typingr    r   r   r   r   r   r	   r
   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   Zutils.import_utilsr   Z
get_logger__name__loggerZ_import_structurer   dirr   r   r   r   r   extendrl  r  r  r  r   r  r   r  r  r  r  r  r  r  r	  r
  r   r  r  r   r  r   r   r   r   r   r   r   r   r    r!   r"   r#   r$   r%   r&   r'   r(   r)   r*   r+   r,   r-   r.   r/   Zdata.data_collatorr0   r1   r2   r3   r4   r5   r6   r7   r8   r9   r:   r;   Zdata.datasetsr  r  r  r  r  r  r  r  r  r   r<   r   r=   r>   r   r  r?   r  r  r  r  r  r@   r  r  r   r!  r"  r#  r$  r%  r&  r'  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r(  r)  rA   r*  r+  r,  r-  r.  r/  r0  r1  r2  r3  r4  r5  r6  r7  r8  r9  r:  r;  r<  r=  r>  r?  r@  rA  rB  rC  rB   rC   rm  rn  ro  rp  rq  rr  rs  rt  ru  rv  rw  rx  ry  rz  r{  r|  rD  rE  rF  rG  rH  rD   rI  rJ  r   rE   r   r   r   r   r   r   r   r   r   rF   rG   rH   rI   rJ   rK   rL   rM   rN   rO   rP   rQ   Zintegrations.executorchrK  rL  r  r}  r~  rV  rU  r   r   r   rR   r  r  rN  rM  rQ  rO  rP  r   rS   rT   rU   rV   rW   rX   rY   r  r  r  r  r  rT  rS  rR  r  Zmodels.timm_wrapperr  ra  rW  rX  rY  rZ  r[  r\  r]  r^  r_  r`  r  r  r  r  r  r   rZ   r[   r\   r]   r^   r_   r`   ra   rb   rc   rd   re   rf   rg   rh   ri   rj   rk   rl   rm   rn   ro   rp   rq   rr   rs   rt   ru   rv   rw   rx   ry   rz   r{   r|   r}   r~   r   r   re  rb  rc  rd  r   r   r   r   r   r   r   r   r   r   r   rg  rf  r   r   r   r   r   r   r   r   ri  rh  rk  rj  r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   Zutils.quantization_configr   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   sysitemsr  parentZimport_structure	frozensetupdateglobals__spec__modulesZwarning_advicer   r   r   r   <module>   s  $

'	/  h












:







"	