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DAGroup-PKU / ResearchBoost-Agent

git clone https://github.com/DAGroup-PKU/ResearchBoost-Agent.git

An autonomous agent that profiles, optimizes, and validates AI training code against a frozen evaluation protocol.

Why you might care

Aimed at researchers who want faster training runs without changing results: it finds bottlenecks, applies optimizations behind switches, and accepts changes only when a frozen judge confirms numerical equivalence. The README reports speedups of 2.08x to 5.32x on RAE, Self-Forcing, and LLaVA training tasks, each checked by a full training or evaluation run.

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Star history (as recorded here)

2026-10-20 · 71 ★ 2026-11-03 · 203 ★
LanguagePython
License—
Created2026-10-18 (15d ago)
Last pushtoday
Watchers0
OwnerOrganization

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README

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Blurb generated by claude-haiku-5-5 7d ago. Star deltas marked ~ are extrapolated from partial history.