mini-jev
mini-Jev: what a Jev-style typed-decision interface looks like on a frozen Qwen3-4B — read the option letter's logits instead of generating JSON. Preregistered experiment, results, teaching bench.
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GITHUB · launched Sep 17, 2026 · 40 upvotes (top 21%) · 0 views
Niche: llm evaluation and deployment tools · 77 launches, 0 in the last 7 days · Explore this niche →
Category and tags
- Horizontal
- Model & infra
- Developer
- AI-native
- Hobby / open-source project
Visit website ↗ Source listing ↗
More like this: all 77 launches in llm evaluation and deployment tools →
Could you build this?
Yes It is an experiment/teaching bench that calls an existing frozen LLM inference server (like vLLM or Hugging Face) and inspects the token logits of candidate option tokens rather than sampling output text.
Competitors
Other products that read as similar to this one : 488 launches clear the similarity bar, closest 8 shown.
Attention rank: #164 of 489 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 320 days after the earliest competitor.
- jevx · ph · 2026-09-25 · 2 upvotes · similarity 0.57
- sarvam-jev · github · 2026-09-18 · 50 upvotes · similarity 0.57
- OpenJev · github · 2026-09-20 · 27 upvotes · similarity 0.56
- open-jev · github · 2026-09-20 · 33 upvotes · similarity 0.56
- Gutsy · hn · 2026-10-06 · 7 upvotes · similarity 0.55
- go-jev · github · 2026-09-23 · 35 upvotes · similarity 0.54
- awesome-jev-tools · github · 2026-09-19 · 680 upvotes · similarity 0.54
- awesome-jev · github · 2026-09-18 · 75 upvotes · similarity 0.54
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