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Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
A cross-platform browser ML framework.
| Date | Stars |
|---|---|
| 2026-07-31 | 768 |
| 2026-08-02 | 768 |
| 2026-08-03 | 768 |
| 2026-08-06 | 768 |
| 2026-08-12 | 768 |
| 2026-08-13 | 768 |
| 2026-08-18 | 767 |
| 2026-08-28 | 767 |
| 2026-09-02 | 767 |
| 2026-09-04 | 768 |
| 2026-09-05 | 769 |
| 2026-09-09 | 770 |
| 2026-09-13 | 771 |
| 2026-09-19 | 772 |
| 2026-09-20 | 771 |
Today
-1 stars today
This week
— stars this week
This month
+4 stars this month
Momentum
0.0
growth rate 0.00%/day
<div align="center">
<img width="550px" height="200px" src="https://github.com/FL33TW00D/ratchet/raw/master/.github/ratchet.png">
<p><a href="https://huggingface.co/spaces/FL33TW00D-HF/ratchet-whisper">Demo Site</a> | <a href="https://discord.gg/XFe33KQTG4">Discord</a> | <a href="https://github.com/users/FL33TW00D/projects/3">Roadmap</a></p>
<p align="center">
A web-first, cross-platform ML developer toolkit
</p>
<br>
</div>
We are on a mission to bring fast, cross platform GPU accelerated inference on native + browser.
> [!NOTE]
> Ratchet is currently in active development. We are working on the engine, adding more models and improving compatibility. Please, reach out if you'd like to help!
## Getting Started
The easiest way to experience Ratchet is to check out our [Hugging Face spaces](https://huggingface.co/FL33TW00D-HF):
- [Whisper](https://huggingface.co/spaces/FL33TW00D-HF/ratchet-whisper)
- [Phi](https://huggingface.co/spaces/FL33TW00D-HF/ratchet-phi)
To dig deeper, check out the [examples](https://github.com/FL33TW00D/ratchet/tree/master/examples)
We welcome contributions from the community. If you have any ideas or suggestions, please feel free to open an issue or pull request.
### Javascript
```javascript
// Asynchronous loading & caching with IndexedDB
let model = await Model.load(AvailableModels.WHISPER_TINY, Quantization.Q8, (p: number) => setProgress(p))
let result = await model.run({ input });
```
### Rust
Rust crate & CLI coming soon...
## Philosophy
We want a toolkit for developers to make integrating performant AI functionality into existing production applications easy.
The following principles will help us accomplish this:
1. **Inference only**
2. **WebGPU/CPU only**
3. First class quantization support
4. Lazy computation
5. Inplace by default
## Supported Models
- Whisper
- Phi 2 & 3
- Moondream
## Upcoming Models
- Gemini 2 2B
Excerpt of 1,898 characters
Read on GitHubWould you bet a product on this? Bounded 0–100 and slow moving.
matched fp:c7ba984f416ab349, llm:Repository description: 'A cross-platform browser ML framework.' Language: Rust. No topics listed.
matched fp:c7ba984f416ab349, llm:Repository description: 'A cross-platform browser ML framework.' Language: Rust. No topics listed.
