lintool's Gaggle Matches SFT'd Qwen With Just a Handful of GPUs on nanochat Backbone

lintool · x · 2026-10-20

Jimmy Lin (lintool) shares two components of his gaggle project: a nanochat pretrained backbone on Hugging Face (built on karpathy's climbmix dataset, MIT-licensed, runnable via vLLM/ollama/llama.cpp) and a reranker. He claims performance on par with SFT'ing Qwen or Gemma, just a bit below listwise GPT-6.1 — all achieved with only a handful of GPUs.

Related event: Jimmy Lin's Team Open-Sources nanochat Backbone and Reranker Trained on a Few GPUs(2 posts)→

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