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neuron-finder

Find the MLP neuron that makes a chat model become something, in minutes on one GPU.

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GITHUB · launched Oct 27, 2026 · 11 upvotes (top 92%)

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Could you build this?

Partial The interface and pipeline are easy to vibe-code, but the core capability of locating a behavior-driving MLP neuron is interpretability research rather than a known API call.

What it would actually take: Use an existing stack such as PyTorch with TransformerLens or nnsight to hook MLP activations on a local open-weight model, then run activation patching, attribution, or ablation sweeps to rank neurons. The hard part is choosing a method that gives meaningful, reproducible results rather than noise, which needs mechanistic-interpretability expertise. It also needs a GPU with enough VRAM for the chosen model.

Competitors

Other products that read as similar to this one : 888 launches clear the similarity bar, closest 8 shown.

Attention rank: #825 of 889 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).

Launched 362 days after the earliest competitor.

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