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Edge0-AI / Edge0

git clone https://github.com/Edge0-AI/Edge0.git

Streaming MoE inference framework that runs 35B sparse models on consumer devices by offloading expert weights to SSD with predicted routing.

Why you might care

Targets running large mixture-of-experts models with peak memory bounded by the active expert set rather than total parameters, on Mac, iOS, Android, and Windows. A trained prerouter prefetches experts a step ahead, reported up to +59% decode throughput; Recover-LoRA adapters recover most 4-bit quantization loss. Platform engines are at varying maturity, with the unified framework slated for Q4 2026.

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Star history (as recorded here)

2026-10-20 · 5,897 ★ 2026-10-24 · 6,803 ★
LanguagePython
LicenseApache-2.0
Created2026-09-08 (1mo ago)
Last push2d ago
Watchers482
OwnerOrganization

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README

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Blurb generated by claude-haiku-5-5 today. Star deltas marked ~ are extrapolated from partial history.