Prism ML releases Ternary Bonsai 2 models (2B, 4B, 9B) with browser-based WebGPU support
Key point
The 2B parameter model achieves up to 500 tokens per second locally in the browser on an M4 Max using custom WebGPU kernels.
Details
Prism ML has released Ternary Bonsai 2, a new family of small language models available in 2B, 4B, and 9B parameter sizes. The models are hosted on Hugging Face under the prism-ml collection.
A key highlight is the 2B model's ability to run entirely locally within a web browser. By utilizing custom WebGPU kernels, it achieves inference speeds of up to 500 tokens per second on an M4 Max chip. A WebGPU demo is also available via the webml-community Hugging Face space.
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