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1. update README.md;
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2. add workflow json
3. add comfyui readme
4. fix the bug of 600M online ckpt path
5. add Sana ComfyUI workflow(Sana+CFG+FlowEuler)

Signed-off-by: lawrence-cj <[email protected]>
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lawrence-cj committed Dec 9, 2024
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Expand Up @@ -36,9 +36,10 @@ As a result, Sana-0.6B is very competitive with modern giant diffusion model (e.

## 🔥🔥 News

- (🔥 New) \[2024/11/30\] All multi-linguistic (Emoji & Chinese & English) SFT models are released: [1.6B-512px](https://huggingface.co/Efficient-Large-Model/Sana_1600M_512px_MultiLing), [1.6B-1024px](https://huggingface.co/Efficient-Large-Model/Sana_1600M_1024px_MultiLing), [600M-512px](https://huggingface.co/Efficient-Large-Model/Sana_600M_512px), [600M-1024px](https://huggingface.co/Efficient-Large-Model/Sana_600M_1024px). The metric performance is shown [here](#performance)
- (🔥 New) \[2024/11/27\] Sana Replicate API is launching at [Sana-API](https://replicate.com/chenxwh/sana).
- (🔥 New) \[2024/11/27\] Sana code-base license changed to Apache 2.0.
- (🔥 New) \[2024/12/9\] We release the [ComfyUI node](https://github.com/Efficient-Large-Model/ComfyUI_ExtraModels) for Sana. [\[Guidance\]](asset/docs/ComfyUI/comfyui.md)
- (🔥 New) \[2024/11\] All multi-linguistic (Emoji & Chinese & English) SFT models are released: [1.6B-512px](https://huggingface.co/Efficient-Large-Model/Sana_1600M_512px_MultiLing), [1.6B-1024px](https://huggingface.co/Efficient-Large-Model/Sana_1600M_1024px_MultiLing), [600M-512px](https://huggingface.co/Efficient-Large-Model/Sana_600M_512px), [600M-1024px](https://huggingface.co/Efficient-Large-Model/Sana_600M_1024px). The metric performance is shown [here](#performance)
- (🔥 New) \[2024/11\] Sana Replicate API is launching at [Sana-API](https://replicate.com/chenxwh/sana).
- (🔥 New) \[2024/11\] Sana code-base license changed to Apache 2.0.
- (🔥 New) \[2024/11\] 1.6B [Sana models](https://huggingface.co/collections/Efficient-Large-Model/sana-673efba2a57ed99843f11f9e) are released.
- (🔥 New) \[2024/11\] Training & Inference & Metrics code are released.
- (🔥 New) \[2024/11\] Working on [`diffusers`](https://github.com/huggingface/diffusers/pull/9982).
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- \[x\] Training code
- \[x\] Inference code
- \[+\] Model zoo
- \[ \] working on Diffusers(https://github.com/huggingface/diffusers/pull/9982)
- \[ \] ComfyUI
- \[x\] ComfyUI
- \[x\] DC-AE Diffusers
- \[ \] Sana working on Diffusers(https://github.com/huggingface/diffusers/pull/9982)
- \[ \] Laptop development

# 🤗Acknowledgements

- Thanks to [PixArt-α](https://github.com/PixArt-alpha/PixArt-alpha), [PixArt-Σ](https://github.com/PixArt-alpha/PixArt-sigma) and [Efficient-ViT](https://github.com/mit-han-lab/efficientvit) for their wonderful work and codebase!
- Thanks to [PixArt-α](https://github.com/PixArt-alpha/PixArt-alpha), [PixArt-Σ](https://github.com/PixArt-alpha/PixArt-sigma),
[Efficient-ViT](https://github.com/mit-han-lab/efficientvit) and
[ComfyUI_ExtraModels](https://github.com/city96/ComfyUI_ExtraModels)
for their wonderful work and codebase!

# 📖BibTeX

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