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mZmZmZmZmZ ddlmZmZmZmZ 	  e       s e       	 ddlmZmZmZmZ dd	lmZmZmZ ddlmZm Z m!Z!m"Z" dd l#m$Z$ dd!l%m&Z&m'Z'm(Z(m)Z)m*Z*m+Z+m,Z,m-Z-m.Z.m/Z/m0Z0m1Z1m2Z2m3Z3m4Z4m5Z5m6Z6m7Z7m8Z8m9Z9m:Z:m;Z;m<Z<m=Z=m>Z>m?Z?m@Z@mAZAmBZBmCZCmDZD dd"lEmFZFmGZGmHZHmIZImJZJmKZKmLZLmMZM dd#lmNZNmOZOmPZPmQZQmRZRmSZSmTZTmUZUmVZVmWZWmXZXmYZYmZZZm[Z[m\Z\ dd$l]m^Z^m_Z_m`Z`maZambZb 	  e       s e       	 ddlcmdZdmeZemfZfmgZgmhZhmiZimjZjmkZkmlZlmmZmmnZnmoZompZpmqZqmrZr dd%lsmtZtmuZumvZvmwZwmxZxmyZymzZzm{Z{m|Z|m}Z}m~Z~ 	  e       s e       	 dd&lmZmZmZmZmZmZmZmZmZmZmZmZmZmZ dd'lmZmZmZmZ y(d d(lZ ee e       d)   ee*      ej.                  e<   y(# e$ r Y w xY w# e$ r Y w xY w# e$ r Y w xY w# e$ r Y w xY w# e$ r Y w xY w# e$ r Y y(w xY w)+    )TYPE_CHECKING   )OptionalDependencyNotAvailable_LazyModuleis_flax_availableis_tf_availableis_torch_available)BaseWatermarkingConfigCompileConfigGenerationConfigGenerationModeSynthIDTextWatermarkingConfigWatermarkingConfig)AsyncTextIteratorStreamerBaseStreamerTextIteratorStreamerTextStreamer)configuration_utils	streamers)
ConstraintConstraintListStateDisjunctiveConstraintPhrasalConstraintbeam_constraints)BeamHypotheses
BeamScorerConstrainedBeamSearchScorerbeam_search)AssistedCandidateGeneratorCandidateGeneratorEarlyExitCandidateGeneratorPromptLookupCandidateGeneratorcandidate_generator)#AlternatingCodebooksLogitsProcessor%ClassifierFreeGuidanceLogitsProcessor#EncoderNoRepeatNGramLogitsProcessor'EncoderRepetitionPenaltyLogitsProcessorEpsilonLogitsWarperEtaLogitsWarperExponentialDecayLengthPenaltyForcedBOSTokenLogitsProcessorForcedEOSTokenLogitsProcessorInfNanRemoveLogitsProcessorLogitNormalizationLogitsProcessorLogitsProcessorListMinLengthLogitsProcessor!MinNewTokensLengthLogitsProcessorMinPLogitsWarperNoBadWordsLogitsProcessorNoRepeatNGramLogitsProcessor PrefixConstrainedLogitsProcessor RepetitionPenaltyLogitsProcessorSequenceBiasLogitsProcessorSuppressTokensLogitsProcessor$SuppressTokensAtBeginLogitsProcessor#SynthIDTextWatermarkLogitsProcessorTemperatureLogitsWarperTopKLogitsWarperTopPLogitsWarperTypicalLogitsWarper.UnbatchedClassifierFreeGuidanceLogitsProcessorWhisperTimeStampLogitsProcessorWatermarkLogitsProcessorlogits_process)MaxLengthCriteriaMaxTimeCriteriaConfidenceCriteriaEosTokenCriteriaStoppingCriteriaStoppingCriteriaListvalidate_stopping_criteriaStopStringCriteriastopping_criteriaContinuousMixincontinuous_batching)GenerationMixin GreedySearchEncoderDecoderOutputGreedySearchDecoderOnlyOutputSampleEncoderDecoderOutputSampleDecoderOnlyOutputBeamSearchEncoderDecoderOutputBeamSearchDecoderOnlyOutputBeamSampleEncoderDecoderOutputBeamSampleDecoderOnlyOutput%ContrastiveSearchEncoderDecoderOutput"ContrastiveSearchDecoderOnlyOutputGenerateBeamDecoderOnlyOutput GenerateBeamEncoderDecoderOutputGenerateDecoderOnlyOutputGenerateEncoderDecoderOutpututils)WatermarkDetectorWatermarkDetectorOutputBayesianDetectorModelBayesianDetectorConfigSynthIDTextWatermarkDetectorwatermarking)TFForcedBOSTokenLogitsProcessorTFForcedEOSTokenLogitsProcessorTFForceTokensLogitsProcessorTFLogitsProcessorTFLogitsProcessorListTFLogitsWarperTFMinLengthLogitsProcessorTFNoBadWordsLogitsProcessorTFNoRepeatNGramLogitsProcessor"TFRepetitionPenaltyLogitsProcessor&TFSuppressTokensAtBeginLogitsProcessorTFSuppressTokensLogitsProcessorTFTemperatureLogitsWarperTFTopKLogitsWarperTFTopPLogitsWarpertf_logits_process)TFGenerationMixinTFGreedySearchDecoderOnlyOutput"TFGreedySearchEncoderDecoderOutputTFSampleEncoderDecoderOutputTFSampleDecoderOnlyOutput TFBeamSearchEncoderDecoderOutputTFBeamSearchDecoderOnlyOutput TFBeamSampleEncoderDecoderOutputTFBeamSampleDecoderOnlyOutput'TFContrastiveSearchEncoderDecoderOutput$TFContrastiveSearchDecoderOnlyOutputtf_utils)!FlaxForcedBOSTokenLogitsProcessor!FlaxForcedEOSTokenLogitsProcessorFlaxForceTokensLogitsProcessorFlaxLogitsProcessorFlaxLogitsProcessorListFlaxLogitsWarperFlaxMinLengthLogitsProcessor(FlaxSuppressTokensAtBeginLogitsProcessor!FlaxSuppressTokensLogitsProcessorFlaxTemperatureLogitsWarperFlaxTopKLogitsWarperFlaxTopPLogitsWarper#FlaxWhisperTimeStampLogitsProcessor FlaxNoRepeatNGramLogitsProcessorflax_logits_process)FlaxGenerationMixinFlaxGreedySearchOutputFlaxSampleOutputFlaxBeamSearchOutput
flax_utils   )rM   )r$   r%   r&   r'   r(   r)   r*   r+   r,   r-   r.   r/   r0   r1   r2   r3   r4   r5   r6   r7   r8   r:   r9   r;   r<   r=   r>   r?   r@   rB   rA   )rF   rG   rD   rE   rH   rI   rK   rJ   )rW   rV   rU   rT   rY   rX   rZ   r[   r\   r]   rO   rQ   rP   rS   rR   )rb   ra   rc   r_   r`   )r}   r|   r{   rz   r   r~   ru   rv   rw   ry   rx   )r   r   r   r   r   r   r   r   r   r   r   r   r   r   )r   r   r   r   N__file__)module_spec)typingr   r^   r   r   r   r   r	   _import_structurer   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"   rN   rM   rC   r$   r%   r&   r'   r(   r)   r*   r+   r,   r-   r.   r/   r0   r1   r2   r3   r4   r5   r6   r7   r8   r:   r9   r;   r<   r=   r>   r?   r@   rB   rA   rL   rF   rG   rD   rE   rH   rI   rK   rJ   rW   rV   rU   rT   rY   rX   rZ   r[   r\   r]   rO   rQ   rP   rS   rR   rd   rb   ra   rc   r_   r`   rt   re   rf   rg   rh   ri   rj   rk   rl   rm   rn   ro   rp   rq   rr   rs   r   r}   r|   r{   rz   r   r~   ru   rv   rw   ry   rx   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   sys__name__globals__spec__modules     Z/var/www/html/saasai/venv/lib/python3.12/site-packages/transformers/generation/__init__.py<module>r      s   ! w w g
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