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Fix train_dreambooth_lora_sd3_miniature #10554

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Jan 13, 2025
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Fix train_dreambooth_lora_sd3_miniature #10554

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2 changes: 1 addition & 1 deletion examples/research_projects/sd3_lora_colab/train_dreambooth_lora_sd3_miniature.py
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Expand Up @@ -765,7 +765,7 @@ def load_model_hook(models, input_dir):
lora_state_dict = StableDiffusion3Pipeline.lora_state_dict(input_dir)

transformer_state_dict = {
f'{k.replace("transformer.", "")}': v for k, v in lora_state_dict.items() if k.startswith("unet.")
f'{k.replace("transformer.", "")}': v for k, v in lora_state_dict.items() if k.startswith("transformer.")
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Could use StableDiffusion3Pipeline.transformer_name to be sure. But this is okay for now.

}
transformer_state_dict = convert_unet_state_dict_to_peft(transformer_state_dict)
incompatible_keys = set_peft_model_state_dict(transformer_, transformer_state_dict, adapter_name="default")
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