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[SD3 dreambooth lora] smol fix to checkpoint saving #9993

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Merged
merged 4 commits into from
Nov 24, 2024

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linoytsaban
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@linoytsaban linoytsaban commented Nov 22, 2024

minor change to fix saving of text-encoder layers in lora training script, as we have in place in the dreambooth training script.

related to #8955

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@linoytsaban linoytsaban changed the title [SD3.5 dreambooth lora] smol fix to checkpoint saving [SD3 dreambooth lora] smol fix to checkpoint saving Nov 22, 2024
Comment on lines 1297 to 1303
elif isinstance(model, type(unwrap_model(text_encoder_one))): # or text_encoder_two
# check hidden size to distinguish between text_encoder_one and two
hidden_size = unwrap_model(model).config.hidden_size
if hidden_size == 768:
text_encoder_one_lora_layers_to_save = get_peft_model_state_dict(model)
elif hidden_size == 1280:
text_encoder_two_lora_layers_to_save = get_peft_model_state_dict(model)
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Works for me. We cannot distinguish with the classes here because both have the same class. Maybe this reasoning as a comment?

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Done :)

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Thanks for fixing!

@linoytsaban linoytsaban merged commit c4b5d2f into huggingface:main Nov 24, 2024
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@linoytsaban linoytsaban deleted the sd3-bug-fix branch November 26, 2024 10:18
lawrence-cj pushed a commit to lawrence-cj/diffusers that referenced this pull request Nov 26, 2024
* smol change to fix checkpoint saving & resuming (as done in train_dreambooth_sd3.py)

* style

* modify comment to explain reasoning behind hidden size check
sayakpaul pushed a commit that referenced this pull request Dec 23, 2024
* smol change to fix checkpoint saving & resuming (as done in train_dreambooth_sd3.py)

* style

* modify comment to explain reasoning behind hidden size check
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3 participants