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LoRA: Fix error "Attempting to unscale FP16 gradients" when training (#5268)

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ilya sheprut 2024-01-17 23:11:49 +03:00 committed by GitHub
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commit 4d14eb8b82
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modules/training.py
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@ -605,6 +605,11 @@ def do_train(lora_name: str, always_override: bool, q_proj_en: bool, v_proj_en:
control.should_training_stop = True control.should_training_stop = True
print(f"\033[1;31;1mStop Loss {stop_at_loss} reached.\033[0;37;0m") print(f"\033[1;31;1mStop Loss {stop_at_loss} reached.\033[0;37;0m")
# Fix training for mixed precision models
for param in shared.model.parameters():
if param.requires_grad:
param.data = param.data.float()
trainer = transformers.Trainer( trainer = transformers.Trainer(
model=lora_model, model=lora_model,
train_dataset=train_data, train_dataset=train_data,