jev-forge
An open training and inference stack for Jev-style decision models. Train models to score dynamic candidate branches from a shared prefix, with support for high-cardinality choice, calibration, and fast batched inference.
Details
- External ID
- 1376779168
- Source
- GITHUB
- Company
- —
- Product
- jev-forge
- Website domain
- vercel.app
- Launched
- Sept. 19, 2026
- Cohort
- —
- Upvotes
- 24
- Upvotes percentile
- 0.6626313092492954
- Tags
- —
- 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
- open training and inference framework for branch-scoring decision models
- Manually corrected
- False
Could you build this?
No Building an end-to-end training and inference engine for prefix-shared decision models requires novel machine learning research, custom kernel optimization, and high-performance systems engineering.
What it would actually take: The stack requires a custom training pipeline using PyTorch/Triton alongside a C++ inference engine that implements custom CUDA kernels for dynamic prefix branch sharing. The core challenges involve designing calibrated loss functions for high-cardinality action candidates and writing specialized attention kernels to share KV-cache prefixes across dynamic branches during batched evaluation. This demands senior ML research scientists and CUDA systems performance engineers.
Competitors
Other products that read as similar to this one — 983 launches clear the similarity bar, closest 8 shown.
Attention rank: #348 of 984 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).
Launched 324 days after the earliest competitor.
- jevbench · github · 2026-09-19 · 101 upvotes · similarity 0.75
- jev_nx · github · 2026-09-21 · 8 upvotes · similarity 0.75
- NanoJev · github · 2026-09-17 · 1768 upvotes · similarity 0.74
- LLM2Jev · github · 2026-09-19 · 248 upvotes · similarity 0.72
- tev1 · github · 2026-09-23 · 154 upvotes · similarity 0.70
- jeeves · github · 2026-09-29 · 332 upvotes · similarity 0.69
- jev-benchmarks · github · 2026-09-17 · 15 upvotes · similarity 0.68
- awesome-jev · github · 2026-09-18 · 75 upvotes · similarity 0.68
Other launches for this product
- No other launches for this product.
Same idea, different domain
Nobody's really built a model & infra tool for Fintech yet.