Diffusers support (#40)

* update bug in control training

* diffusers support

---------

Co-authored-by: 梧岚 <lijiatong.ljt@alibabapictures.com>

README.md

@@ -23,6 +23,7 @@ CogVideoX-Fun is a modified pipeline based on the CogVideoX structure, designed
 We will support quick pull-ups from different platforms, refer to [Quick Start](#quick-start).
 
 What's New:
+- CogVideoX-Fun Control is now supported in diffusers. Thanks to [a-r-r-o-w](https://github.com/a-r-r-o-w) who contributed the support in this [PR](https://github.com/huggingface/diffusers/pull/9671). Check out the [docs](https://huggingface.co/docs/diffusers/main/en/api/pipelines/cogvideox) to know more. [ 2024.10.16 ]
 - Retrain the i2v model and add noise to increase the motion amplitude of the video. Upload the control model training code and control model. [ 2024.09.29 ]
 - Create code! Now supporting Windows and Linux. Supports 2b and 5b models. Supports video generation at any resolution from 256x256x49 to 1024x1024x49. [ 2024.09.18 ]
 

README_zh-CN.md

@@ -23,6 +23,7 @@ CogVideoX-Fun是一个基于CogVideoX结构修改后的的pipeline，是一个
 我们会逐渐支持从不同平台快速启动，请参阅 [快速启动](#快速启动)。
 
 新特性：
+- CogVideoX-Fun Control现在在diffusers中得到了支持。感谢 [a-r-r-o-w](https://github.com/a-r-r-o-w)在这个 [PR](https://github.com/huggingface/diffusers/pull/9671)中贡献了支持。查看[文档](https://huggingface.co/docs/diffusers/main/en/api/pipelines/cogvideox)以了解更多信息。[2024.10.16]
 - 重新训练i2v模型，添加Noise，使得视频的运动幅度更大。上传控制模型训练代码与Control模型。[ 2024.09.29 ]
 - 创建代码！现在支持 Windows 和 Linux。支持2b与5b最大256x256x49到1024x1024x49的任意分辨率的视频生成。[ 2024.09.18 ]