|
--- |
|
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 |
|
|
