choosekit
Typed choices and probability distributions from text and images with llama.cpp, Ollama, and OpenRouter
Details
- External ID
- 1376697456
- Source
- GITHUB
- Company
- —
- Product
- choosekit
- Website domain
- github.com
- Launched
- Sept. 19, 2026
- Cohort
- —
- Upvotes
- 21
- Upvotes percentile
- 0.6211247758134768
- Tags
- llama-cpp, llm, local-ai, logprobs, typescript
- Fetched at
- Sept. 23, 2026, 5:02 p.m.
- Updated at
- Sept. 23, 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
- typed choices and probabilities extraction for llama.cpp
- Manually corrected
- False
Could you build this?
Yes It is a client library that queries llama.cpp's tokenization and logprob endpoints to extract constrained choices and calculate probabilities.
Competitors
Other products that read as similar to this one — 379 launches clear the similarity bar, closest 8 shown.
Attention rank: #161 of 380 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).
Launched 321 days after the earliest competitor.
- AnyDecisionModel · github · 2026-09-21 · 9 upvotes · similarity 0.64
- MagibuMizan · github · 2026-09-26 · 9 upvotes · similarity 0.63
- jev-benchmarks · github · 2026-09-17 · 15 upvotes · similarity 0.62
- nimble · github · 2026-09-18 · 1599 upvotes · similarity 0.57
- go-jev · github · 2026-09-23 · 35 upvotes · similarity 0.56
- decider · github · 2026-09-16 · 130 upvotes · similarity 0.56
- decision-playground · github · 2026-09-19 · 15 upvotes · similarity 0.55
- awesome-jev-typesafe · github · 2026-09-18 · 129 upvotes · similarity 0.54
Other launches for this product
- No other launches for this product.
Same idea, different domain
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