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* update README.md;

Signed-off-by: lawrence-cj <[email protected]>

* update comfyui json file;

Signed-off-by: lawrence-cj <[email protected]>

* 1. add 2K ComfyUI support and work-flow json;
2. update README.md;

Signed-off-by: lawrence-cj <[email protected]>

* precommit

Signed-off-by: lawrence-cj <[email protected]>

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Signed-off-by: lawrence-cj <[email protected]>
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lawrence-cj authored Jan 2, 2025
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Expand Up @@ -36,7 +36,8 @@ As a result, Sana-0.6B is very competitive with modern giant diffusion model (e.

## 🔥🔥 News

- (🔥 New) \[2024/12/20\] 1.6B 2K resolution [Sana models](asset/docs/model_zoo.md) are released: [\[BF16 pth\]](https://huggingface.co/Efficient-Large-Model/Sana_1600M_2Kpx_BF16) or [\[BF16 diffusers\]](https://huggingface.co/Efficient-Large-Model/Sana_1600M_2Kpx_BF16_diffusers). 🚀 Get your 2K resolution images within 4 seconds! Find more samples in [Sana page](https://nvlabs.github.io/Sana/).
- (🔥 New) \[2025/1/2\] 2K resolution [Sana models](asset/docs/model_zoo.md) is supported in [Sana-ComfyUI](https://github.com/Efficient-Large-Model/ComfyUI_ExtraModels) and [work flow](asset/docs/ComfyUI/Sana_FlowEuler_2K.json) is also prepared.
- (🔥 New) \[2024/12/20\] 1.6B 2K resolution [Sana models](asset/docs/model_zoo.md) are released: [\[BF16 pth\]](https://huggingface.co/Efficient-Large-Model/Sana_1600M_2Kpx_BF16) or [\[BF16 diffusers\]](https://huggingface.co/Efficient-Large-Model/Sana_1600M_2Kpx_BF16_diffusers). 🚀 Get your 2K resolution images within 4 seconds! Find more samples in [Sana page](https://nvlabs.github.io/Sana/). Thanks [SUPIR](https://github.com/Fanghua-Yu/SUPIR) for their wonderful work and support.
- (🔥 New) \[2024/12/18\] `diffusers` supports Sana-LoRA fine-tuning! Sana-LoRA's training and convergence speed is supper fast. [\[Guidance\]](asset/docs/sana_lora_dreambooth.md) or [\[diffusers docs\]](https://github.com/huggingface/diffusers/blob/main/examples/dreambooth/README_sana.md).
- (🔥 New) \[2024/12/13\] `diffusers` has Sana! [All Sana models in diffusers safetensors](https://huggingface.co/collections/Efficient-Large-Model/sana-673efba2a57ed99843f11f9e) are released and diffusers pipeline `SanaPipeline`, `SanaPAGPipeline`, `DPMSolverMultistepScheduler(with FlowMatching)` are all supported now. We prepare a [Model Card](asset/docs/model_zoo.md) for you to choose.
- (🔥 New) \[2024/12/10\] 1.6B BF16 [Sana model](https://huggingface.co/Efficient-Large-Model/Sana_1600M_1024px_BF16) is released for stable fine-tuning.
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- \[\] DC-AE Diffusers
- \[\] Sana merged in Diffusers(https://github.com/huggingface/diffusers/pull/9982)
- \[\] LoRA training by [@paul](https://github.com/sayakpaul)(`diffusers`: https://github.com/huggingface/diffusers/pull/10234)
- \[\] 2K resolution models
- \[\] 2K resolution models.(Thanks [@SUPIR](https://github.com/Fanghua-Yu/SUPIR) to provide a 4K super-resolution model)
- \[💻\] ControlNet (train & inference & models)
- \[💻\] 8bit / 4bit Laptop development
- \[💻\] Larger model size
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