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[Feature] Support Style LoRA #102

Merged
merged 1 commit into from
Nov 29, 2023
Merged

[Feature] Support Style LoRA #102

merged 1 commit into from
Nov 29, 2023

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okotaku
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@okotaku okotaku commented Nov 29, 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.

Results (Optional)

stable_diffusion_xl_dreambooth_lora_cat_waterpainting (single image)

examplewaterpaint

stable_diffusion_xl_lora_waterpainting (4 images)

example4

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--102.org.readthedocs.build/en/102/

@okotaku okotaku self-assigned this Nov 29, 2023
@okotaku okotaku merged commit d9d223c into main Nov 29, 2023
3 checks passed
@okotaku okotaku deleted the feat/style_lora branch November 29, 2023 10:54
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