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[Feature] Support PixArt DreamBooth Style #108

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merged 1 commit into from
Dec 7, 2023
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@okotaku okotaku commented Dec 7, 2023

Motivation

ZipLoRA: Any Subject in Any Style by Effectively Merging LoRAs
SDXL model learns to produce stylized outputs when fine-tuned on a single example of a reference style using LoRA with a DreamBooth objective.

Apply it to PixArt.

Results (Optional)

pixart_alpha_1024_dreambooth_lora_cat_waterpainting

examplestyle

Checklist

Before PR:

  • Pre-commit or other linting tools are used to fix the potential lint issues.
  • Bug fixes are fully covered by unit tests, the case that causes the bug should be added in the unit tests.
  • The modification is covered by complete unit tests. If not, please add more unit test to ensure the correctness.
  • The documentation has been modified accordingly, like docstring or example tutorials.

📚 Documentation preview 📚: https://DiffEngine--108.org.readthedocs.build/en/108/

@okotaku okotaku merged commit 09ac341 into main Dec 7, 2023
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@okotaku okotaku deleted the feat/pixart_style branch December 7, 2023 05:14
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