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title: Real-Time Latent Consistency Model | |
emoji: 🔥 | |
colorFrom: gray | |
colorTo: indigo | |
sdk: docker | |
pinned: false | |
# Real-Time Latent Consistency Model | |
This demo showcases [Latent Consistency Model (LCM)](https://huggingface.co/SimianLuo/LCM_Dreamshaper_v7) using [Diffusers](https://github.com/huggingface/diffusers/tree/main/examples/community#latent-consistency-pipeline) with a MJPEG stream server. | |
## Running Locally | |
You need CUDA and Python | |
`TIMEOUT`: limit user session timeout | |
`SAFETY_CHECKER`: disabled if you want NSFW filter off | |
```bash | |
python -m venv venv | |
source venv/bin/activate | |
pip install -r requirements.txt | |
TIMEOUT=0 SAFETY_CHECKER=False uvicorn "app:app" --host 0.0.0.0 --port 7860 --reload | |
``` | |
## Docker | |
You need NVIDIA Container Toolkit for Docker | |
```bash | |
docker build -t lcm-live . | |
docker run -ti -e TIMEOUT=0 -e SAFETY_CHECKER=False -p 7860:7860 --gpus all lcm-live | |
``` | |
# Demo on Hugging Face | |
https://huggingface.co/spaces/radames/Real-Time-Latent-Consistency-Model | |
![video](https://github.com/radames/Real-Time-Latent-Consistency-Model/assets/102277/2fb8336c-62b3-4aac-97a7-f6c1fac4f38b) | |