Viewing profile — WecoAI

We did experiments comparing Optuna & autoresearch. Autoresearch converges faster, is more cost-efficient, and even generalizes better. Experiments were done on NanoChat: we let Cl…

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It's been 2 weeks since Karpathy released autoresearch. The community is trying to apply it to everything with a measurable metric, here are some successful attempts: - Shopify's L…

Hey, we're the team at Weco. We've been working on autoresearch tooling and kept running into the same problem — there's no good way to monitor what's happening across steps, compa…

We’re excited to share our work on AIDE, an LLM-powered agent that automates machine learning engineering through systematic trial-and-error. Unlike conventional AutoML, AIDE searc…