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r/LocalLLaMA20h ago
4.8Bonsai 1-Bit + Turboquant?
/u/rm-rf-rm
View original ↗Analysis
Viral velocity
low
Implementation gapYES
Novelty6/10
Categorydiscussion
Topics
quantizationinferenceon-devicellm
Opportunity Brief
Build a unified framework that applies TurboQuant kernels to 1-bit quantized weights. This would allow ultra-low-power devices to run large agentic models natively.
Suggested repo: bit-turbo
"Run 8B parameter models on your phone without thermal throttling."
Estimated effort: 80h