 | Bonsai's 8B model is just 1.15GB so CPU alone is more than enough. [link] [comments] |
ggml: add Q1_0 1-bit quantization support (CPU) - 1-bit Bonsai models
Reddit r/LocalLLaMA / 4/7/2026
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Key Points
- ggml has added support for Q1_0 1-bit quantization on CPU, enabling more memory-efficient model inference.
- The change is aimed at running very small “1-bit Bonsai” style models effectively without requiring a GPU.
- The post highlights that Bonsai’s 8B model is about 1.15GB, suggesting CPU-only deployment is feasible with the new quantization.
- A linked pull request in the llama.cpp/ggml ecosystem documents the implementation details.
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