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[Feature] Human face DreamBooth with Distill SD. #32

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merged 3 commits into from
Aug 7, 2023

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okotaku
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@okotaku okotaku commented Aug 7, 2023

Motivation

Distill SD was distilled from SG161222/Realistic_Vision_V4.0 on a Subset of recastai/LAION-art-EN-improved-captions dataset. As a result, this model excels in enhancing performance for human faces.

Modification

  • Add Human face DreamBooth with Distill SD
  • Fix DreamBooth bug that create class images with different base model.

Results (Optional)

small_sd_dreambooth_lora_dog

example1

tiny_sd_dreambooth_lora_dog

example2

small_sd_dreambooth_lora_keramer_face

example1

tiny_sd_dreambooth_lora_keramer_face

example2

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.

@okotaku okotaku self-assigned this Aug 7, 2023
@okotaku okotaku merged commit ae4c828 into main Aug 7, 2023
2 checks passed
@okotaku okotaku deleted the feat/update_distil_sd_dreambooth branch August 7, 2023 04:16
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