open-medical-jev
High-performance, high-precision, locally-fast-deployed Jev-class medical decision service on national medical exams — four readings, one routed decision, zero training.
Details
- External ID
- 1387564759
- Source
- GITHUB
- Company
- —
- Product
- open-medical-jev
- Website domain
- github.com
- Launched
- Sept. 25, 2026
- Cohort
- —
- Upvotes
- 38
- Upvotes percentile
- 0.7717140661029976
- Tags
- calibration, conformal-prediction, gguf, jev, llama-cpp, llm, medical, qwen, routing
- Fetched at
- Sept. 29, 2026, 5:02 p.m.
- Updated at
- Sept. 29, 2026, 5:02 p.m.
Enrichment
- Theme
- local AI inference and runtimes
- Vertical
- Healthcare
- Function
- Model & infra
- Audience
- Developer
- AI stance
- AI-native
- Project type
- Hobby / open-source project
- Normalized one-liner
- inference framework for medical exam reasoning with open models
- Manually corrected
- False
Could you build this?
Partial While wrapping open LLMs in inference pipelines is simple, achieving SOTA medical benchmark performance with sub-80ms latency cascades requires novel routing algorithms and sophisticated evaluation frameworks.
What it would actually take: Requires setting up high-performance inference servers (vLLM/TensorRT-LLM) hosting open weights, implementing an uncertainty-aware speculative or cascading decision tree, and benchmarking extensively against MedQA and USMLE datasets with optimized prompt/chaining strategies.
Competitors
Other products that read as similar to this one — 143 launches clear the similarity bar, closest 8 shown.
Attention rank: #57 of 144 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).
Launched 323 days after the earliest competitor.
- open-jev-typed-decision-engine · github · 2026-09-19 · 43 upvotes · similarity 0.53
- OpenDecision · hn · 2026-09-21 · 6 upvotes · similarity 0.49
- open-jev · github · 2026-09-20 · 33 upvotes · similarity 0.49
- open-jev · github · 2026-09-17 · 85 upvotes · similarity 0.49
- Open-Jev · github · 2026-09-20 · 312 upvotes · similarity 0.49
- jev-bench · ph · 2026-09-28 · 2 upvotes · similarity 0.47
- jevk5 · github · 2026-09-22 · 111 upvotes · similarity 0.47
- open-alternative-jev · github · 2026-09-18 · 50 upvotes · similarity 0.45
Other launches for this product
- No other launches for this product.
Same idea, different domain
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