RWKV Runner
This project aims to eliminate the barriers of using large language models by automating everything for you. All you
need is a lightweight executable program of just a few megabytes. Additionally, this project provides an interface
compatible with the OpenAI API, which means that every ChatGPT client is an RWKV client.
[![license][license-image]][license-url]
[![release][release-image]][release-url]
English | [简体中文](README_ZH.md)
[FAQs](https://github.com/josStorer/RWKV-Runner/wiki/FAQs) | [Preview](#Preview) | [Download][download-url]
[license-image]: http://img.shields.io/badge/license-MIT-blue.svg
[license-url]: https://github.com/josStorer/RWKV-Runner/blob/master/LICENSE
[release-image]: https://img.shields.io/github/release/josStorer/RWKV-Runner.svg
[release-url]: https://github.com/josStorer/RWKV-Runner/releases/latest
[download-url]: https://github.com/josStorer/RWKV-Runner/releases
#### Default configs do not enable custom CUDA kernel acceleration, but I strongly recommend that you enable it and run with int8 precision, which is much faster and consumes much less VRAM. Go to the Configs page and turn on `Use Custom CUDA kernel to Accelerate`.
#### For different tasks, adjusting API parameters can achieve better results. For example, for translation tasks, you can try setting Temperature to 1 and Top_P to 0.3.
## Features
- RWKV model management and one-click startup
- Fully compatible with the OpenAI API, making every ChatGPT client an RWKV client. After starting the model,
open http://127.0.0.1:8000/docs to view more details.
- Automatic dependency installation, requiring only a lightweight executable program
- User-friendly chat interaction interface included
- Easy-to-understand and operate parameter configuration
- Built-in model conversion tool
- Built-in download management and remote model inspection
- Multilingual localization
- Theme switching
- Automatic updates
## API Concurrency Stress Testing
```bash
ab -p body.json -T application/json -c 20 -n 100 -l http://127.0.0.1:8000/chat/completions
```
body.json:
```json
{
"messages": [
{
"role": "user",
"content": "Hello"
}
]
}
```
## Todo
- [ ] Model training functionality
- [x] CUDA operator int8 acceleration
- [ ] macOS support
- [ ] Linux support
## Related Repositories:
- RWKV-4-Raven: https://huggingface.co/BlinkDL/rwkv-4-raven/tree/main
- ChatRWKV: https://github.com/BlinkDL/ChatRWKV
- RWKV-LM: https://github.com/BlinkDL/RWKV-LM
## Preview
### Homepage
### Chat
### Completion
### Configuration
### Model Management
### Download Management
### Settings
