NeuronDump
Look inside any local LLM (GGUF from Ollama, LM Studio, Hugging Face, Jan, llama.cpp): layers, heads, vocabulary, chat template, weights. Explore it as a 3D graph, follow a token through every layer, edit it live (ablate, steer, ban, patch), diff two models, then bake or slim a new GGUF that still runs. CLI, web UI, browser demo. Runs 100% offline
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GITHUB · launched Oct 25, 2026 · 11 upvotes (top 92%)
- Horizontal
- Model & infra
- Developer
- AI-native
- Hobby / open-source project
- cli
- gguf
- inspector
- llama-cpp
- llm
- model-compression
- +4 more
Similar launches
See all 79 similar launches →Could you build this?
Partial The GGUF inspector, CLI, and web UI are vibe-codeable, but live interventions and writing a valid, runnable slimmed GGUF require real LLM internals expertise.
What it would actually take: A real version needs a GGUF parser plus a forward-pass instrumentation layer, for example hooks into a llama.cpp-style runtime or a PyTorch reimplementation, to ablate, steer, and patch activations. Writing a modified model that still runs means correctly rewriting tensors, metadata, and quantization blocks, and checking outputs for correctness. This needs solid mechanistic-interpretability and inference-engine knowledge to make the edits meaningful and verifiable.
Competitors
Other products that read as similar to this one : 79 launches clear the similarity bar, closest 8 shown.
Attention rank: #78 of 80 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 349 days after the earliest competitor.
- gguf-neuron-explorer · github · 2026-10-26 · 82 upvotes · similarity 0.58
- Llama.cpp Tutorial 2026: Run GGUF Models Locally on CPU and GPU · hn · 2026-04-18 · 13 upvotes · similarity 0.44
- Local LLM Cleaner · ph · 2026-10-04 · 1 upvotes · similarity 0.41
- LLM Onestop · hn · 2025-11-10 · 8 upvotes · similarity 0.41
- gguf-head · github · 2026-09-16 · 14 upvotes · similarity 0.40
- rrchat · ph · 2026-10-22 · 1 upvotes · similarity 0.40
- Neurogrid Community Cloud · ph · 2026-09-15 · 1 upvotes · similarity 0.39
- I built a tiny LLM to demystify how language models work · hn · 2026-04-06 · 915 upvotes · similarity 0.39
Other launches for this product
- No other launches for this product.