GitSwarm's open-ended AutoResearch: agent swarms autonomously improve transformer architectures on GPUs

anirudhg9119 · x · 2026-10-10

The GitSwarm team details open-ended AutoResearch runs: agent swarms were set loose on Residual Matrix Transformers, Looped Transformers and NanoChat—proposing modifications, running GPU experiments, keeping negative results and building on each other's findings to improve the starting models. No central planner, no fixed roles; a lightweight scheduler maintains concurrency.

Related event: GitSwarm: Decentralized Compounding Inference via Shared Git Repositories(10 posts)→

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