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   @   s  d dl mZ ed d dlmZ d dl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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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/m0Z0m1Z1m2Z2m3Z3m4Z4m5Z5m6Z6m7Z7m8Z8m9Z9m:Z:m;Z;m<Z<m=Z=m>Z>m?Z?m@Z@mAZAmBZBmCZCmDZDmEZEmFZFmGZGmHZHmIZImJZJmKZKmLZLmMZMmNZNmOZOmPZPmQZQmRZRmSZSmTZTmUZUmVZVmWZWmXZXmYZYmZZZm[Z[m\Z\m]Z]m^Z^m_Z_m`Z`maZambZbmcZcmdZdmeZemfZfmgZgmhZhmiZimjZjmkZkmlZlmmZmmnZnmoZompZpmqZqmrZrmsZsmtZtmuZumvZvmwZwmxZxmyZymzZzm{Z{m|Z|m}Z}m~Z~mZmZmZmZmZmZmZmZmZmZmZmZmZmZmZmZmZmZmZmZmZmZmZmZmZmZmZmZmZmZmZmZmZmZmZmZmZmZmZmZmZmZmZmZmZmZmZmZmZmZmZmZmZmZmZmZ d d	lmZ d d
lmZ d dlm Z d dlm"Z d dlmZmZmZmZmZmZmZ g dZd dlmZ z)d dlZd dlmZmZmZmZmZmZmZmZmZmZ d dlT eĠg d W n e֐y Z zeƠdeכ  W Y dZ[ndZ[ww zd dlmZ eĠd W n e֐y! Z zeƠdeכ  W Y dZ[ndZ[ww zd dlmZ eĠd W dS  e֐yL Z zeƠdeכ  W Y dZ[dS dZ[ww )    )safe_importtransformer_engine)peft)BERTMockDataModuleBERTPreTrainingDataModuleSpecterDataModule)
BertConfigBertEmbeddingLargeConfigBertEmbeddingMiniConfigBertEmbeddingModel	BertModelHuggingFaceBertBaseConfigHuggingFaceBertConfigHuggingFaceBertLargeConfigHuggingFaceBertModelMegatronBertBaseConfigMegatronBertConfigMegatronBertLargeConfig)AlpacaDataModuleChatDataModuleCustomReRankerDataModuleCustomRetrievalDataModuleDollyDataModuleFineTuningDataModuleHFDatasetDataModuleHFDatasetDataModulePackedHFMockDataModuleMockDataModulePreTrainingDataModuleSpecterReRankerDataModuleSquadDataModule)dolly
hf_datasetmocksquad)Baichuan2ConfigBaichuan2Config7BBaichuan2ModelBaseMambaConfig1_3BBaseMambaConfig2_7BBaseMambaConfig130MBaseMambaConfig370MBaseMambaConfig780MChatGLM2Config6BChatGLM3Config6BChatGLMConfigChatGLMModelCodeGemmaConfig2BCodeGemmaConfig7BCodeLlamaConfig7BCodeLlamaConfig13BCodeLlamaConfig34BCodeLlamaConfig70BDeepSeekModelDeepSeekV2ConfigDeepSeekV2LiteConfigDeepSeekV3ConfigGemma2ConfigGemma2Config2BGemma2Config9BGemma2Config27BGemma2ModelGemma3Config1BGemma3Config4BGemma3Config12BGemma3Config27BGemma3ModelGemmaConfigGemmaConfig2BGemmaConfig7B
GemmaModel	GPTConfigGPTConfig5BGPTConfig7BGPTConfig20BGPTConfig40BGPTConfig126MGPTConfig175BGPTModelHFAutoModelForCausalLMHyena1bConfigHyena7bARCLongContextConfigHyena7bConfigHyena40bARCLongContextConfigHyena40bConfigHyenaConfig
HyenaModelHyenaNV1bConfigHyenaNV7bConfigHyenaNV40bConfigHyenaNVTestConfigHyenaTestConfigLlama2Config7BLlama2Config13BLlama2Config70BLlama3Config8BLlama3Config70BLlama4ConfigLlama4Experts16ConfigLlama4Experts128ConfigLlama31Config8BLlama31Config70BLlama31Config405BLlama31Nemotron70BConfigLlama31NemotronNano8BConfigLlama31NemotronUltra253BConfigLlama32Config1BLlama32Config3BLlama32EmbeddingConfig1BLlama32EmbeddingConfig3BLlama32Reranker1BConfigLlama32Reranker500MConfigLlama33NemotronSuper49BConfigLlamaConfigLlamaEmbeddingModel
LlamaModelLlamaNemotronModel
MambaModelMaskedTokenLossReductionMistralConfig7BMistralModelMistralNeMoConfig12BMixtralConfigMixtralConfig8x3BMixtralConfig8x7BMixtralConfig8x22BMixtralModelNemotron3Config4BNemotron3Config8BNemotron3Config22BNemotron4Config15BNemotron4Config340BNemotronConfigNemotronHConfig4BNemotronHConfig8BNemotronHConfig47BNemotronHConfig56BNemotronModelNVIDIAMambaConfig8BNVIDIAMambaHybridConfig8B
Phi3ConfigPhi3ConfigMini	Phi3ModelQwen2ConfigQwen2Config1P5BQwen2Config7BQwen2Config72BQwen2Config500M
Qwen2ModelQwen3ConfigQwen3Config1P7BQwen3Config4BQwen3Config8BQwen3Config14BQwen3Config30B_A3BQwen3Config32BQwen3Config235B_A22BQwen3Config600M
Qwen3ModelQwen25Config1P5BQwen25Config7BQwen25Config14BQwen25Config32BQwen25Config72BQwen25Config500MReRankerModel	SSMConfigStarcoder2ConfigStarcoder2Config3BStarcoder2Config7BStarcoder2Config15BStarcoder2ModelStarcoderConfigStarcoderConfig15BStarcoderModelgpt_data_stepgpt_forward_step)r   )r   )r   )r    )T5Config
T5Config3BT5Config11BT5Config220MT5Modelt5_data_stept5_forward_step)r   T5MockDataModuler   r   r   rP   rI   r]   rT   rV   rS   rU   r\   r[   rZ   rW   rX   rR   rY   r   r   r   r   r   r   r   r   r   r   r	   r
   r   r   rx   ry   r{   rz   r|   r}   r~   r   r   r   r   r   r   r   r   r   r   r   r   rt   rn   ro   r   r   r   r   r*   r+   r,   r(   r)   r   r   r   r   r   r   rw   rs   r^   r_   r`   ra   rb   rf   rg   rh   rl   rm   rd   re   rc   rj   ri   rr   rk   rq   rp   r3   r4   r5   r6   ru   rv   rE   rF   rG   r1   r2   rH   r?   r=   r;   r>   r<   rD   r@   rA   rB   rC   r%   r&   r'   r/   r-   r.   r0   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    T5PreTrainingDataModuleT5FineTuningDataModuleT5SquadDataModuler   r7   r8   r9   r:   r   r   r   r   r   r   r   r   r   r   r   	tokenizerr#   r$   r!   r   r"   rQ   r   )loggingN)
distillexport_ckptfinetunegenerateimport_ckptpretrainpruneptqtrainvalidate)*)
r   r   r   r   r   r   r   r   r   r   z5Failed to import nemo.collections.llm.[api,recipes]: )deployr   z)The deploy module could not be imported: )evaluater   z+The evaluate module could not be imported: )nemo.utils.import_utilsr   nemo.collections.llmr   nemo.collections.llm.bert.datar   r   r   nemo.collections.llm.bert.modelr   r	   r
   r   r   r   r   r   r   r   r   r   nemo.collections.llm.gpt.datar   r   r   r   r   r   r   r   r   r   r   r   r    !nemo.collections.llm.gpt.data.apir!   r"   r#   r$   nemo.collections.llm.gpt.modelr%   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   ry   rz   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   nemo.collections.llm.t5.datar   r   r   r   nemo.collections.llm.t5.modelr   r   r   r   r   r   r   __all__
nemo.utilsr   nemo_runrunnemo.collections.llm.apir   r   r   r   r   r   r   r   r   r   nemo.collections.llm.recipesextendImportErrorerrorwarningr   appendr    r   r   Q/home/ubuntu/.local/lib/python3.10/site-packages/nemo/collections/llm/__init__.py<module>   sX   8< D  $
 20