Dev ToolsOpen weights
AutoResearcher
Karpathy open-sources AutoResearcher for autonomous ML experiments
Andrej Karpathy open-sourced AutoResearch, a framework that runs AI-driven ML experiments autonomously. Over two days it ran 700 experiments on nanochat GPT-2, stacked 20 improvements, and achieved an 11% training speedup. Tobi Lütke adapted it overnight for Shopify's Liquid templating engine for a 51% render-time improvement, and the repo hit 26K GitHub stars quickly.
700 AutoResearcher experiments run in 2 days (Karpathy)11% GPT-2 training speedup from stacked AutoResearcher improvements51% Shopify Liquid render time improvement using AutoResearcher