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SigmanticAI/apex-inference-chip avatar

SigmanticAI/apex-inference-chip

GitHub

An inference chip design that runs a real LLM (Qwen2.5-0.5B) on FPGA — one transformer decoder layer in RTL, every silicon value bit-exact against a golden model. 0.56 tok/s measured, a 140× climb, full evidence trail.

Python473 stars10 forksApache-2.0

Momentum

SigmanticAI/apex-inference-chip has 473 GitHub stars. It gained -25 stars over 6 recorded days in the last 7 days (snapshots through Nov 11, 2026).

It currently ranks #5488 daily, #49357 weekly, #49359 monthly by momentum on Trending Repos; its best-ever rank is #4701.

Trending Repos first recorded it on Nov 5, 2026.

Rankings

PeriodRankScore
Daily
#54880.0
Weekly
#49357-1.7
Monthly
#49359-1.1
How scoring works

Engagement

Total stars
Daily new stars
Recent daily star gains
DateStars gainedTotal starsForks gained
Nov 11, 202604730
Nov 10, 202604730
Nov 9, 2026-13473-1
Nov 8, 202604860
Nov 7, 2026-124860
Nov 6, 202604980

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Best rank #4701
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