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@@ -22,7 +22,7 @@ Experience the CogVideoX-5B model online at <a href="https://huggingface.co/spac
 
 ## Project Updates
 
-- 🔥🔥 **News**: ```2024/10/13```: A more cost-effective fine-tuning framework for `CogVideoX-5B` that works with a single 4090 GPU, [cogvideox-factory](https://github.com/a-r-r-o-w/cogvideox-factory), has been released. It supports fine-tuning with multiple resolutions. Feel free to use it!- 🔥 **News**: ```2024/10/10```: We have updated our technical report, including more training details and demos.
+- 🔥🔥 **News**: ```2024/10/13```: A more cost-effective fine-tuning framework for `CogVideoX-5B` that works with a single 4090 GPU, [cogvideox-factory](https://github.com/a-r-r-o-w/cogvideox-factory), has been released. It supports fine-tuning with multiple resolutions. Feel free to use it!
 - 🔥 **News**: ```2024/10/10```: We have updated our technical report, including more training details and demos.
 - 🔥 **News**: ```2024/10/09```: We have publicly released the [technical documentation](https://zhipu-ai.feishu.cn/wiki/DHCjw1TrJiTyeukfc9RceoSRnCh) for CogVideoX fine-tuning on Feishu, further increasing distribution flexibility. All examples in the public documentation can be fully reproduced.
 - 🔥 **News**: ```2024/9/19```: We have open-sourced the CogVideoX series image-to-video model **CogVideoX-5B-I2V**.