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Resume from checkpoint about finetune-gpt2xl HOT 2 CLOSED

xirider avatar xirider commented on August 17, 2024
Resume from checkpoint

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Comments (2)

Xirider avatar Xirider commented on August 17, 2024 2

You are loading from the deepspeed checkpoints (mp_rank...) . I am not sure if they work yet with huggingface transformers and also they are quite huge: 10s of GB. I would recommend you too delete the global_step folder (/datadrive/model/checkpoint-800/global_step800/ in your case) and just start from the model in the checkpoint folder (/datadrive/model/checkpoint-800/) again. This way deepspeed won't try to resume from the deepspeed checkpoint.

In general if there are memory issues, you can always try to reduce the batch size (and in turn increase gradient_accumulation) and you can reduce allgather_bucket_size and reduce_bucket_size to 5e7 in the ds_config_gptneo_new.json file.

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ArturTan avatar ArturTan commented on August 17, 2024

Worked! Many thanks! And thanks for this awesome repo!

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