AI/ML●●●Banger
1-Bit Bonsai, the First Commercially Viable 1-Bit LLMs
1-bit weights matching 8B model performance while running 132 tokens/sec on M4 Pro.
Big BrainZero to OneWizardry
PrismML
4301534mo ago
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GitHub Repository
6 starsShell
Local LLM on a Pi 4 controlling hardware via tool calling
by stfurkan·Apr 12, 2026·3 points·7 comments
AI Analysis
●●SolidNiche GemCozy
Bonsai 1-bit models make Pi 4 LLMs viable where Ollama usually chokes.
Strengths
- •1-bit quantization fits 0.25GB models into 4GB RAM comfortably.
- •LRU model eviction prevents crashes when switching between 1.7B and 4B.
- •Caddy reverse proxy handles HTTPS and LAN access out of the box.
Weaknesses
- •Pi 4 inference speed will still be painfully slow for interactive chat.
- •Relies entirely on PrismML Bonsai models; no support for standard GGUF yet.
Category
Target Audience
Home lab enthusiasts and hardware hackers
Similar To
Ollama · llama.cpp · Home Assistant
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