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Unverified Commit 85c4a326 authored by Dhruv Nair's avatar Dhruv Nair Committed by GitHub
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Fix saving text encoder weights and kohya weights in advanced dreambooth lora script (#8766) 

* update

* update

* update
parent 0bab9d6b
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Showing with 3 additions and 2 deletions
examples/advanced_diffusion_training/train_dreambooth_lora_sd15_advanced.py
View file @ 85c4a326
...@@ -1290,6 +1290,7 @@ def main(args): ...@@ -1290,6 +1290,7 @@ def main(args):
text_encoder_one_lora_layers_to_save = convert_state_dict_to_diffusers( text_encoder_one_lora_layers_to_save = convert_state_dict_to_diffusers(
get_peft_model_state_dict(model) get_peft_model_state_dict(model)
) )
else:
raise ValueError(f"unexpected save model: {model.__class__}") raise ValueError(f"unexpected save model: {model.__class__}")
# make sure to pop weight so that corresponding model is not saved again # make sure to pop weight so that corresponding model is not saved again
...@@ -1981,7 +1982,7 @@ def main(args): ...@@ -1981,7 +1982,7 @@ def main(args):
lora_state_dict = load_file(f"{args.output_dir}/pytorch_lora_weights.safetensors") lora_state_dict = load_file(f"{args.output_dir}/pytorch_lora_weights.safetensors")
peft_state_dict = convert_all_state_dict_to_peft(lora_state_dict) peft_state_dict = convert_all_state_dict_to_peft(lora_state_dict)
kohya_state_dict = convert_state_dict_to_kohya(peft_state_dict) kohya_state_dict = convert_state_dict_to_kohya(peft_state_dict)
save_file(kohya_state_dict, f"{args.output_dir}/{args.output_dir}.safetensors") save_file(kohya_state_dict, f"{args.output_dir}/{Path(args.output_dir).name}.safetensors")
save_model_card( save_model_card(
model_id if not args.push_to_hub else repo_id, model_id if not args.push_to_hub else repo_id,
......
examples/advanced_diffusion_training/train_dreambooth_lora_sdxl_advanced.py
View file @ 85c4a326
...@@ -2425,7 +2425,7 @@ def main(args): ...@@ -2425,7 +2425,7 @@ def main(args):
lora_state_dict = load_file(f"{args.output_dir}/pytorch_lora_weights.safetensors") lora_state_dict = load_file(f"{args.output_dir}/pytorch_lora_weights.safetensors")
peft_state_dict = convert_all_state_dict_to_peft(lora_state_dict) peft_state_dict = convert_all_state_dict_to_peft(lora_state_dict)
kohya_state_dict = convert_state_dict_to_kohya(peft_state_dict) kohya_state_dict = convert_state_dict_to_kohya(peft_state_dict)
save_file(kohya_state_dict, f"{args.output_dir}/{args.output_dir}.safetensors") save_file(kohya_state_dict, f"{args.output_dir}/{Path(args.output_dir).name}.safetensors")
save_model_card( save_model_card(
model_id if not args.push_to_hub else repo_id, model_id if not args.push_to_hub else repo_id,
......
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