AnalysisAI ModelsJuly 16, 2026

How Cactus Bonsai runs a 27B-parameter model on a phone

Cactus Bonsai compresses a 27-billion-parameter LLM to 3.9GB using 1-bit quantization and quantization-aware training, letting it run locally on a smartphone. A standard-precision version would need over 50GB of memory — roughly 108GB at FP32 precision.

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