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README.md

@@ -1,13 +1,13 @@
 # LongCat-Video
 
 <div align="center">
-  <img src="assets/longcat_logo.svg" width="45%" alt="LongCat-Video" />
+  <img src="assets/longcat-video_logo.svg" width="45%" alt="LongCat-Video" />
 </div>
 <hr>
 
 <div align="center" style="line-height: 1;">
   <a href='https://meituan-longcat.github.io/longcatvideo/'><img src='https://img.shields.io/badge/Project-Page-green'></a>
-  <a href='https://arxiv.org/abs/2508.14033'><img src='https://img.shields.io/badge/Technique-Report-red'></a>
+  <a href='https://github.com/meituan-longcat/LongCat-Video/blob/main/longcatvideo_tech_report.pdf'><img src='https://img.shields.io/badge/Technique-Report-red'></a>
   <a href='https://huggingface.co/meituan-longcat/LongCat-Video'><img src='https://img.shields.io/badge/%F0%9F%A4%97%20Hugging%20Face-Model-blue'></a>
 </div>
 
@@ -29,7 +29,7 @@ We introduce LongCat-Video, a foundational video generation model with 13.6B par
 - 🌟 **Efficient inference**: LongCat-Video generates $720p$, $30fps$ videos within minutes by employing a coarse-to-fine generation strategy along both the temporal and spatial axes. Block Sparse Attention further enhances efficiency, particularly at high resolutions
 - 🌟 **Strong performance with multi-reward RLHF**: Powered by multi-reward Group Relative Policy Optimization (GRPO), comprehensive evaluations on both internal and public benchmarks demonstrate that LongCat-Video achieves performance comparable to leading open-source video generation models as well as the latest commercial solutions.
 
-For more detail, please refer to the comprehensive [***LongCat-Video Technical Report***](https://github.com/meituan-longcat/LongCat-Flash-Chat/blob/main/tech_report.pdf).
+For more detail, please refer to the comprehensive [***LongCat-Video Technical Report***](https://github.com/meituan-longcat/LongCat-Video/blob/main/longcatvideo_tech_report.pdf).
 
 ## Quick Start
 
@@ -48,58 +48,69 @@ Install dependencies:
 pip install -r requirements.txt
 ```
 
+FlashAttention-2 is enabled in the model config by default; you can also change the model config to use FlashAttention-3 or xformers.
+
 ### Model Download
 
 | Models | Download Link |
 | --- | --- |
-| LongCat-Video | 🤗 [Huggingface](https://huggingface.co/LongCat/xxx) |
+| LongCat-Video | 🤗 [Huggingface](https://huggingface.co/meituan-longcat/LongCat-Video) |
 
 Download models using huggingface-cli:
 ```shell
 pip install "huggingface_hub[cli]"
-huggingface-cli download meituan-longcat/LongCat-Video --local-dir ./longcat-video-ckpts
+huggingface-cli download meituan-longcat/LongCat-Video --local-dir ./weights/LongCat-Video
 ```
 
 ### Run Text-to-Video
 
 ```shell
 # Single-GPU inference
-torchrun run_demo_image_to_video.py --checkpoint_dir=./longcat-video-ckpts --enable_compile
+torchrun run_demo_image_to_video.py --checkpoint_dir=./weights/LongCat-Video --enable_compile
 
 # Multi-GPU inference
-torchrun --nproc_per_node=2 run_demo_image_to_video.py --context_parallel_size=2 --checkpoint_dir=./longcat-video-ckpts --enable_compile
+torchrun --nproc_per_node=2 run_demo_image_to_video.py --context_parallel_size=2 --checkpoint_dir=./weights/LongCat-Video --enable_compile
 ```
 
 ### Run Image-to-Video
 
 ```shell
 # Single-GPU inference
-torchrun run_demo_image_to_video.py --checkpoint_dir=./longcat-video-ckpts --enable_compile
+torchrun run_demo_image_to_video.py --checkpoint_dir=./weights/LongCat-Video --enable_compile
 
 # Multi-GPU inference
-torchrun --nproc_per_node=2 run_demo_image_to_video.py --context_parallel_size=2 --checkpoint_dir=./longcat-video-ckpts --enable_compile
+torchrun --nproc_per_node=2 run_demo_image_to_video.py --context_parallel_size=2 --checkpoint_dir=./weights/LongCat-Video --enable_compile
 ```
 
 ### Run Video-Continuation
 
 ```shell
 # Single-GPU inference
-torchrun run_demo_video_continuation.py --checkpoint_dir=./longcat-video-ckpts --enable_compile
+torchrun run_demo_video_continuation.py --checkpoint_dir=./weights/LongCat-Video --enable_compile
 
 # Multi-GPU inference
-torchrun --nproc_per_node=2 run_demo_video_continuation.py --context_parallel_size=2 --checkpoint_dir=./longcat-video-ckpts --enable_compile
+torchrun --nproc_per_node=2 run_demo_video_continuation.py --context_parallel_size=2 --checkpoint_dir=./weights/LongCat-Video --enable_compile
 ```
 
 ### Run Long-Video Generation
 
 ```shell
 # Single-GPU inference
-torchrun run_demo_long_video.py --checkpoint_dir=./longcat-video-ckpts --enable_compile
+torchrun run_demo_long_video.py --checkpoint_dir=./weights/LongCat-Video --enable_compile
 
 # Multi-GPU inference
-torchrun --nproc_per_node=2 run_demo_long_video.py --context_parallel_size=2 --checkpoint_dir=./longcat-video-ckpts --enable_compile
+torchrun --nproc_per_node=2 run_demo_long_video.py --context_parallel_size=2 --checkpoint_dir=./weights/LongCat-Video --enable_compile
+```
+
+### Run Streamlit
+
+```shell
+# Single-GPU inference
+streamlit run ./run_streamlit.py --server.fileWatcherType none --server.headless=false
 ```
 
+
+
 ## Evaluation Results
 
 ### Text-to-Video
@@ -162,5 +173,10 @@ We kindly encourage citation of our work if you find it useful.
 }
 ```
 
+## Acknowledgements
+
+We would like to thank the contributors to the [Wan](https://huggingface.co/Wan-AI), [UMT5-XXL](https://huggingface.co/google/umt5-xxl), [Diffusers](https://github.com/huggingface/diffusers) and [HuggingFace](https://huggingface.co) repositories, for their open research.
+
+
 ## Contact
 Please contact us at <a href="mailto:longcat-team@meituan.com">longcat-team@meituan.com</a> or join our WeChat Group if you have any questions.