| | --- |
| | title: Real-Time Latent Consistency Model Image-to-Image |
| | emoji: 🖼️🖼️ |
| | colorFrom: gray |
| | colorTo: indigo |
| | sdk: docker |
| | pinned: false |
| | suggested_hardware: a10g-small |
| | --- |
| | |
| | # 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. |
| |
|
| | You need a webcam to run this demo. 🤗 |
| |
|
| | ## Running Locally |
| |
|
| | You need CUDA and Python 3.10, Mac with an M1/M2/M3 chip or Intel Arc GPU |
| |
|
| | `TIMEOUT`: limit user session timeout |
| | `SAFETY_CHECKER`: disabled if you want NSFW filter off |
| | `MAX_QUEUE_SIZE`: limit number of users on current app instance |
| |
|
| | ### image to image |
| |
|
| | ```bash |
| | python -m venv venv |
| | source venv/bin/activate |
| | pip3 install -r requirements.txt |
| | uvicorn "app-img2img:app" --host 0.0.0.0 --port 7860 --reload |
| | ``` |
| |
|
| | ### text to image |
| |
|
| | ```bash |
| | python -m venv venv |
| | source venv/bin/activate |
| | pip3 install -r requirements.txt |
| | uvicorn "app-txt2img:app" --host 0.0.0.0 --port 7860 --reload |
| | ``` |
| |
|
| | or with environment variables |
| |
|
| | ```bash |
| | TIMEOUT=120 SAFETY_CHECKER=True MAX_QUEUE_SIZE=4 uvicorn "app-img2img:app" --host 0.0.0.0 --port 7860 --reload |
| | ``` |
| |
|
| | If you're running locally and want to test it on Mobile Safari, the webserver needs to be served over HTTPS. |
| |
|
| | ```bash |
| | openssl req -newkey rsa:4096 -nodes -keyout key.pem -x509 -days 365 -out certificate.pem |
| | uvicorn "app-img2img:app" --host 0.0.0.0 --port 7860 --reload --log-level info --ssl-certfile=certificate.pem --ssl-keyfile=key.pem |
| | ``` |
| |
|
| | ## Docker |
| |
|
| | You need NVIDIA Container Toolkit for Docker |
| |
|
| | ```bash |
| | docker build -t lcm-live . |
| | docker run -ti -p 7860:7860 --gpus all lcm-live |
| | ``` |
| |
|
| | or with environment variables |
| |
|
| | ```bash |
| | 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 |
| |
|
| | https://github.com/radames/Real-Time-Latent-Consistency-Model/assets/102277/c4003ac5-e7ff-44c0-97d3-464bb659de70 |
| |
|
