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.
Details
- External ID
- 1374993835
- Source
- GITHUB
- Company
- —
- Product
- mini-jev
- Website domain
- github.com
- Launched
- Sept. 17, 2026
- Cohort
- —
- Upvotes
- 40
- Upvotes percentile
- 0.7809377401998463
- Tags
- —
- Fetched at
- Sept. 21, 2026, 5:02 p.m.
- Updated at
- Sept. 21, 2026, 5:02 p.m.
Enrichment
- Theme
- decision model runtimes and tools
- Vertical
- Horizontal
- Function
- Model & infra
- Audience
- Developer
- AI stance
- AI-native
- Project type
- Hobby / open-source project
- Normalized one-liner
- logit-based decision interface for language models
- Manually corrected
- False
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 — 342 launches clear the similarity bar, closest 8 shown.
Attention rank: #128 of 343 (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 0.56
- OpenJev · github · 2026-09-20 · 27 upvotes · similarity 0.55
- open-jev · github · 2026-09-20 · 33 upvotes · similarity 0.55
- sarvam-jev · github · 2026-09-18 · 50 upvotes · similarity 0.55
- jev-explained · github · 2026-09-19 · 27 upvotes · similarity 0.52
- go-jev · github · 2026-09-23 · 35 upvotes · similarity 0.52
- Sysone · ph · 2026-09-20 · 2 upvotes · similarity 0.52
- open-jev-typed-decision-engine · github · 2026-09-19 · 43 upvotes · similarity 0.52
Other launches for this product
- No other launches for this product.
Same idea, different domain
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