#101 · Primary category: Inference & Local Deploy

Bonsai-demo

bonsai llamacpp llm mlx prism-ml small-models

Bonsai Demo

Project last updated:08/28/26

GitHub Stars

2.3K

Forks

231

Contributors

26

License

Apache-2.0

Why we included this project

The Bonsai demo is a practical way to test small, heavily compressed language models without renting GPU time. It wraps the 1-bit, ternary, and newer 27B vision-language models behind a llama.cpp server, so a chat interface with vision and tool calling comes up after a couple of setup commands. People who want to run models on laptops, workstations, or edge hardware will appreciate the hardware-specific setup notes and the agent-friendly guide that take you from clone to a working local endpoint. The repo is a demo, not a production service, but it is a solid place to see how these compact models compare with hosted alternatives before you commit to a deployment.

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