Update README.md

README.md

@@ -13,23 +13,28 @@ pipeline_tag: text-to-video
 ---
 <div align="center">
 
-
+<img src="icon.jpg" width="250"/>
 
 <h2><center>Tora: Trajectory-oriented Diffusion Transformer for Video Generation</h2>
 
 Zhenghao Zhang\*, Junchao Liao\*, Menghao Li, Zuozhuo Dai, Bingxue Qiu, Siyu Zhu, Long Qin, Weizhi Wang
 
 \* equal contribution
+<br>
 
 <a href='https://arxiv.org/abs/2407.21705'><img src='https://img.shields.io/badge/ArXiv-2407.21705-red'></a>
 <a href='https://ali-videoai.github.io/tora_video/'><img src='https://img.shields.io/badge/Project-Page-Blue'></a>
 <a href="https://github.com/alibaba/Tora"><img src='https://img.shields.io/badge/Github-Link-orange'></a>
 <a href='https://www.modelscope.cn/studios/xiaoche/Tora'><img src='https://img.shields.io/badge/🤖_ModelScope-ZH_demo-%23654dfc'></a>
 <a href='https://www.modelscope.cn/studios/Alibaba_Research_Intelligence_Computing/Tora_En'><img src='https://img.shields.io/badge/🤖_ModelScope-EN_demo-%23654dfc'></a>
+<br>
 
-<a href='https://modelscope.cn/models/xiaoche/Tora'><img src='https://img.shields.io/badge/🤖_ModelScope-weights-%23654dfc'></a>
-<a href='https://huggingface.co/Alibaba-Research-Intelligence-Computing/Tora'><img src='https://img.shields.io/badge/🤗_HuggingFace-weights-%23ff9e0e'></a>
+<a href='https://modelscope.cn/models/xiaoche/Tora'><img src='https://img.shields.io/badge/🤖_ModelScope-T2V/I2V_weights(SAT)-%23654dfc'></a>
+<a href='https://modelscope.cn/models/Alibaba_Research_Intelligence_Computing/Tora_T2V_diffusers'><img src='https://img.shields.io/badge/🤖_ModelScope-T2V_weights(diffusers)-%23654dfc'></a>
+<br>
 
+<a href='https://huggingface.co/Alibaba-Research-Intelligence-Computing/Tora'><img src='https://img.shields.io/badge/🤗_HuggingFace-T2V/I2V_weights(SAT)-%23ff9e0e'></a>
+<a href='https://huggingface.co/Alibaba-Research-Intelligence-Computing/Tora_T2V_diffusers'><img src='https://img.shields.io/badge/🤗_HuggingFace-T2V_weights(diffusers)-%23ff9e0e'></a>
 </div>
 
 ## Please visit our [Github repo](https://github.com/alibaba/Tora) for more details.
@@ -40,6 +45,8 @@ Recent advancements in Diffusion Transformer (DiT) have demonstrated remarkable
 
 ## 📣 Updates
 
+- `2025/01/06` 🔥🔥We released Tora Image-to-Video, including inference code and model weights.
+- `2024/12/13` SageAttention2 and model compilation are supported in diffusers version. Tested on the A10, these approaches speed up every inference step by approximately 52%, except for the first step.
 - `2024/12/09` 🔥🔥Diffusers version of Tora and the corresponding model weights are released. Inference VRAM requirements are reduced to around 5 GiB. Please refer to [this](diffusers-version/README.md) for details.
 - `2024/11/25` 🔥Text-to-Video training code released.
 - `2024/10/31` Model weights uploaded to [HuggingFace](https://huggingface.co/Le0jc/Tora). We also provided an English demo on [ModelScope](https://www.modelscope.cn/studios/Alibaba_Research_Intelligence_Computing/Tora_En).