MagibuMizan
Typed probabilistic decisions from open language models, without text generation
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GITHUB · launched Sep 26, 2026 · 9 upvotes (top 80%) · 0 views
Niche: machine learning developer tools · 303 launches, 11 in the last 7 days ▼ -45% · Explore this niche →
Category and tags
- Horizontal
- Model & infra
- Developer
- AI-native
- Hobby / open-source project
Visit website ↗ Source listing ↗
More like this: all 303 launches in machine learning developer tools →
Could you build this?
Yes Running a single forward pass through a Hugging Face or PyTorch model to extract and normalize logits over defined token sets without text generation is a small, well-documented scripting task.
Competitors
Other products that read as similar to this one : 2193 launches clear the similarity bar, closest 8 shown.
Attention rank: #1691 of 2194 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 332 days after the earliest competitor.
- jev-benchmarks · github · 2026-09-17 · 15 upvotes · similarity 0.76
- AnyDecisionModel · github · 2026-09-21 · 9 upvotes · similarity 0.76
- decider · github · 2026-09-16 · 130 upvotes · similarity 0.73
- vegaml · github · 2026-10-09 · 199 upvotes · similarity 0.72
- awesome-jev-typesafe · github · 2026-09-18 · 129 upvotes · similarity 0.71
- system-one · github · 2026-09-17 · 24 upvotes · similarity 0.70
- LLM2Jev · github · 2026-09-19 · 248 upvotes · similarity 0.68
- jevbench · github · 2026-09-19 · 101 upvotes · similarity 0.68
The niche, labels, vibe code rating and competitor comparison on this page are analysis by Nicheloom. If you use them, please credit nicheloom.com. How you may use our data.