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feat: Support LoKr/LoHa for SDXL and Anima #2275

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Merged
kohya-ss merged 14 commits into from
Feb 23, 2026
Merged

feat: Support LoKr/LoHa for SDXL and Anima #2275

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ba72f3b
feat: Add LoHa/LoKr network support for SDXL and Anima
kohya-ss Feb 15, 2026
aff4a2e
feat: Enhance LoHa and LoKr modules with Tucker decomposition support
kohya-ss Feb 15, 2026
5018054
Merge branch 'sd3' into feat-support-lokr-loha
kohya-ss Feb 23, 2026
8fd25db
Merge branch 'sd3' into feat-support-lokr-loha
kohya-ss Feb 23, 2026
eb3af82
Merge branch 'sd3' into feat-support-lokr-loha
kohya-ss Feb 23, 2026
2c2e2e0
fix: rank dropout handling in LoRAModule for Conv2d and Linear layers…
kohya-ss Feb 23, 2026
5978694
doc: add dtype comment for load_safetensors_with_lora_and_fp8 function
kohya-ss Feb 23, 2026
f6a679e
fix: enhance architecture detection to support InferSdxlUNet2DConditi…
kohya-ss Feb 23, 2026
ea0328a
doc: update model support structure to include Lumina Image 2.0, Huny…
kohya-ss Feb 23, 2026
62db7eb
doc: add documentation for LoHa and LoKr fine-tuning methods
kohya-ss Feb 23, 2026
f9bbe8f
Update networks/network_base.py
kohya-ss Feb 23, 2026
f400598
Update docs/loha_lokr.md
kohya-ss Feb 23, 2026
c11d947
fix: refactor LoHa and LoKr imports for weight merging in load_safete…
kohya-ss Feb 23, 2026
95c599f
Merge branch 'feat-support-lokr-loha' of https://github.com/kohya-ss/…
kohya-ss Feb 23, 2026
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doc: update model support structure to include Lumina Image 2.0, Huny… 
…uanImage-2.1, and Anima-Preview
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kohya-ss committed Feb 23, 2026
commit ea0328aaacd020aff8b481498e961a13c026f017
3 changes: 3 additions & 0 deletions .ai/context/01-overview.md
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Expand Up @@ -21,6 +21,9 @@ Each supported model family has a consistent structure:
- **SDXL**: `sdxl_train*.py`, `library/sdxl_*`
- **SD3**: `sd3_train*.py`, `library/sd3_*`
- **FLUX.1**: `flux_train*.py`, `library/flux_*`
- **Lumina Image 2.0**: `lumina_train*.py`, `library/lumina_*`
- **HunyuanImage-2.1**: `hunyuan_image_train*.py`, `library/hunyuan_image_*`
- **Anima-Preview**: `anima_train*.py`, `library/anima_*`

### Key Components

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