
    <h	%                     B   S SK Jr  SSKJrJrJrJr  0 SS/_S/ SQ_S/ S	Q_S
/ SQ_S/ SQ_SS/_S/ SQ_SSS/_SS/_S/ SQ_S/ SQ_SS/_S/ SQ_S/ S Q_S!/ S"Q_S#S$/_S%S&/_S'/S(/S).Er \" 5       (       d  \" 5       e S*S+/\S,'    \" S-5      (       d  \" 5       e / S.Q\S/'    \" S05      (       d  \" 5       e S1/\S2'   \(       Gaj  S3S4KJ	r	  S3SK
JrJrJrJrJr  S3S	KJrJrJrJr  S3SKJrJrJrJrJrJrJr  S3SKJrJrJ r J!r!J"r"J#r#J$r$J%r%J&r&J'r'  S3S5K(J)r)  S3SK*J+r+J,r,J-r-  S3S6K.J/r/J0r0  S3S7K1J2r2  S3SK3J4r4J5r5J6r6J7r7J8r8  S3SK9J:r:J;r;J<r<J=r=  S3S8K>J?r?  S3SK@JArAJBrBJCrCJDrD  S3S KEJFrFJGrGJHrHJIrIJJrJJKrKJLrLJMrMJNrNJOrOJPrPJQrQJRrRJSrSJTrTJUrUJVrVJWrWJXrXJYrYJZrZJ[r[J\r\J]r]J^r^J_r_J`r`JaraJbrbJcrcJdrdJereJfrfJgrgJhrhJiriJjrjJkrkJlrlJmrmJnrn  S3S9KoJprpJqrqJrrrJsrsJtrt  S3S:KuJvrv  S3S;KwJxrx  S3S<KyJzrz  S3S=K{J|r|   \" 5       (       d  \" 5       e S3S>K}J~r~Jr   \" S-5      (       d  \" 5       e S3S?KJrJrJr   \" S05      (       d  \" 5       e S3S@KJr  gAS SAKr\" \\" 5       SB   \\SC9\GR                  \'   gA! \ a     GNf = f! \ a     GNf = f! \ a     GNf = f! \ a     Nf = f! \ a     N|f = f! \ a     gAf = f)D    )TYPE_CHECKING   )OptionalDependencyNotAvailable_LazyModuleis_torch_availableis_torch_greater_or_equalaqlmreplace_with_aqlm_linearawq)fuse_awq_modulespost_init_awq_exllama_modulespost_init_awq_ipex_modulesreplace_quantization_scalesreplace_with_awq_linearbitnet)	BitLinearpack_weightsreplace_with_bitnet_linearunpack_weightsbitsandbytes)dequantize_and_replaceget_keys_to_not_convertreplace_8bit_linearreplace_with_bnb_linear set_module_8bit_tensor_to_device%set_module_quantized_tensor_to_device!validate_bnb_backend_availability	deepspeed)
HfDeepSpeedConfigHfTrainerDeepSpeedConfigdeepspeed_configdeepspeed_initdeepspeed_load_checkpointdeepspeed_optim_schedis_deepspeed_availableis_deepspeed_zero3_enabledset_hf_deepspeed_configunset_hf_deepspeed_configeetqreplace_with_eetq_linear
fbgemm_fp8)FbgemmFp8LinearFbgemmFp8Llama4TextExpertsreplace_with_fbgemm_fp8_linearfinegrained_fp8	FP8Linearreplace_with_fp8_linearfsdpis_fsdp_managed_moduleggml)GGUF_CONFIG_MAPPINGGGUF_TOKENIZER_MAPPING_gguf_parse_valueload_dequant_gguf_tensor	load_ggufhiggs)HiggsLineardequantize_higgsquantize_with_higgsreplace_with_higgs_linearhqqprepare_for_hqq_linearhub_kernels)LayerRepositoryregister_kernel_mappingreplace_kernel_forward_from_hubuse_kernel_forward_from_hubintegration_utils))INTEGRATION_TO_CALLBACKAzureMLCallbackClearMLCallbackCodeCarbonCallbackCometCallbackDagsHubCallbackDVCLiveCallbackFlyteCallbackMLflowCallbackNeptuneCallbackNeptuneMissingConfigurationSwanLabCallbackTensorBoardCallbackTrackioCallbackWandbCallback$get_available_reporting_integrations#get_reporting_integration_callbacks	hp_paramsis_azureml_availableis_clearml_availableis_codecarbon_availableis_comet_availableis_dagshub_availableis_dvclive_available is_flyte_deck_standard_availableis_flytekit_availableis_mlflow_availableis_neptune_availableis_optuna_availableis_ray_availableis_ray_tune_availableis_sigopt_availableis_swanlab_availableis_tensorboard_availableis_trackio_availableis_wandb_availablerewrite_logsrun_hp_search_optunarun_hp_search_rayrun_hp_search_sigoptrun_hp_search_wandbmxfp4)Mxfp4GptOssExpertsconvert_moe_packed_tensors
dequantizeload_and_swizzle_mxfp4quantize_to_mxfp4replace_with_mxfp4_linearpeftPeftAdapterMixinquantoreplace_with_quanto_layersreplace_with_spqr_linearreplace_with_vptq_linear)spqrvptq$TorchExportableModuleWithStaticCacheconvert_and_export_with_cache
executorchz2.3)shard_and_distribute_moduleALL_PARALLEL_STYLES!translate_to_torch_parallel_styletensor_parallelz2.5make_flex_block_causal_maskflex_attention   )r
   )r*   )r0   r1   )r3   )r@   )rq   rs   rt   ru   rv   )rx   )rz   )r{   )r|   )r   r   )r   r   r   )r   N__file__)module_spec)typingr   utilsr   r   r   r   _import_structurer	   r
   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r    r!   r"   r#   r$   r%   r&   r'   r(   r)   r*   r+   r,   r-   r.   r/   r0   r1   r2   r3   r4   r5   r6   r7   r8   r9   r:   r;   r<   r=   r>   r?   r@   rA   rB   rC   rD   rE   rF   rG   rH   rI   rJ   rK   rL   rM   rN   rO   rP   rQ   rR   rS   rT   rU   rV   rW   rX   rY   rZ   r[   r\   r]   r^   r_   r`   ra   rb   rc   rd   re   rf   rg   rh   ri   rj   rk   rl   rm   rn   ro   rp   rq   rs   rt   ru   rv   rw   rx   ry   rz   r}   r{   r~   r|   r   r   r   r   r   r   r   r   r   sys__name__globals__spec__modules     Z/var/www/html/shao/venv/lib/python3.13/site-packages/transformers/integrations/__init__.py<module>r      s   ! n ns
'(s	 s  s  s0  1sH '(IsJ eKsL %>?MsN %&OsP  Qs^  _sj 
$%ksl  msx  *ysN  Os^  _s` +,asb (('(es j	,..   	/''l#

$U++,.. ,
,'(
$U++,.. , 	&+&' .       /ggC,  ed+ * * * * * * * * * * *V  '2..d!##022 $
 	d
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 	@'')J2GIZhpqCKKS & 		 & 		 & 		p *  *  * sl   ,I I# %I0 I= 6J	 J I I #I-,I-0I:9I:=JJ	JJJJ