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 e            	 d2d3ged4<   n# e$ r Y nw xY wg d5ed6<   	  ed7          s
 e            	 d8ged9<   n# e$ r Y nw xY werd:d;l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mZmZ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" d:d<l#m$Z$ d:dl%m&Z&m'Z'm(Z( d:d=l)m*Z*m+Z+ d:d>l,m-Z-m.Z. d:dl/m0Z0m1Z1m2Z2m3Z3m4Z4m5Z5 d:dl6m7Z7m8Z8m9Z9m:Z: d:d?l;m<Z< d:dl=m>Z>m?Z?m@Z@mAZAmBZBmCZCmDZD d:d!lEmFZFmGZGmHZHmIZImJZJmKZKmLZLmMZMmNZNmOZOmPZPmQZQmRZRmSZSmTZTmUZUmVZVmWZWmXZXmYZYmZZZm[Z[m\Z\m]Z]m^Z^m_Z_m`Z`maZambZbmcZcmdZdmeZemfZfmgZgmhZhmiZimjZjmkZkmlZlmmZmmnZn d:d@lompZp d:dAlqmrZrmsZs d:d(ltmuZumvZvmwZw d:dBlxmyZymzZzm{Z{m|Z|m}Z}m~Z~ d:d*lmZmZmZ d:dClmZ d:dDlmZ d:dElmZmZ d:dFlmZ d:dGlmZ 	  e            s
 e            	 d:dHlmZmZ n# e$ r Y nw xY wd:dIlmZmZmZ 	  ed7          s
 e            	 d:dJlmZ dKS # e$ r Y dKS w xY wd dKlZ ee e            dL         eeM          ej        e<   dKS )N    )TYPE_CHECKING   )OptionalDependencyNotAvailable_LazyModuleis_torch_availableis_torch_greater_or_equalaqlmreplace_with_aqlm_linearawq)post_init_awq_exllama_modulesreplace_quantization_scalesreplace_with_awq_linearbitnet)	BitLinearpack_weightsreplace_with_bitnet_linearunpack_weightsbitsandbytes)Bnb4bitQuantizedequantize_and_replacereplace_with_bnb_linear!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_enabledis_fsdp_managed_moduleggml)GGUF_CONFIG_DEFAULTS_MAPPING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lazy_load_kernelregister_kernel_mappingreplace_kernel_forward_from_hubuse_kernel_forward_from_hubuse_kernel_func_from_hubuse_kernelized_funcintegration_utils))INTEGRATION_TO_CALLBACKAzureMLCallbackClearMLCallbackCodeCarbonCallbackCometCallbackDagsHubCallbackDVCLiveCallbackFlyteCallbackKubeflowCallbackMLflowCallbackNeptuneCallbackNeptuneMissingConfigurationSwanLabCallbackTensorBoardCallbackTrackioCallbackWandbCallback$get_available_reporting_integrations#get_reporting_integration_callbacks	hp_paramsis_azureml_availableis_clearml_availableis_codecarbon_availableis_comet_availableis_dagshub_availableis_dvclive_available is_flyte_deck_standard_availableis_flytekit_availableis_kubeflow_availableis_mlflow_availableis_neptune_availableis_optuna_availableis_ray_availableis_ray_tune_availableis_swanlab_availableis_tensorboard_availableis_trackio_availableis_wandb_availablerewrite_logsrun_hp_search_optunarun_hp_search_rayrun_hp_search_wandbligerapply_liger_kernelmetal_quantizationMetalLinearreplace_with_metal_linearmoe)batched_mm_experts_forwardgrouped_mm_experts_forwarduse_experts_implementation)Mxfp4GptOssExpertsconvert_moe_packed_tensors
dequantizeload_and_swizzle_mxfp4quantize_to_mxfp4replace_with_mxfp4_linearswizzle_mxfp4)activate_neftunedeactivate_neftuneneftune_post_forward_hookPeftAdapterMixinreplace_with_quanto_layersSinqDeserializeSinqQuantizereplace_with_spqr_linearreplace_with_vptq_linear)mxfp4neftunepeftquantosinqspqrvptq$TorchExportableModuleWithStaticCacheconvert_and_export_with_cache
executorch)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%   )r+   r,   )r.   r/   )r=   )rq   )rs   rt   )ry   r{   r|   r}   r~   r   )r   )r   )r   r   )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   rr   rs   rt   ru   rv   rw   rx   r   ry   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   sys__name__globals__spec__modules     b/var/www/html/banglarbhumi/venv/lib/python3.11/site-packages/transformers/integrations/__init__.py<module>r      s	   !           n n n n n n n n n n n nC
'(C	   C    C    C&    'C> '(?C@ eeeACB %>?CCD  89ECF    GCV    WCb 
$%cCd    eCv  * * *wCL "#MCN #OCV 
   WC`    
   +,/'('(EC C C J	 /,,.../ 	/''l## & 	 	 	D	( ( ( # $
$$U++ /,,.../ 	&+&'' & 	 	 	D	  Rr......         
                                              /.....ggggggggggCCCCCCCC========                eddddddddddd++++++                 * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * *V *)))))                
                YXXXXXXXXX&&&&&&22222233333333............d!!## 	300222	3
 	dcccccccc *   
         @((// 	300222	3
 	@??????? *   
 JJJ'K''))J2GIZhpqqqCKsH   ;B B B +C CCH1 1H98H9I% %I.-I.