tinyjev
A tiny jev-like model that answers Choice, Score and Noul questions in one forward pass and returns calibrated probabilities. MLX or PyTorch, fully offline, System One compatible.
Details
- External ID
- 1381518258
- Source
- GITHUB
- Company
- —
- Product
- tinyjev
- Website domain
- huggingface.co
- Launched
- Sept. 22, 2026
- Cohort
- —
- Upvotes
- 25
- Upvotes percentile
- 0.6742890084550346
- Tags
- decision-model, jev, jev-model, mlx, qwen3, small-language-models, system-one, typed-decisions, typesafe
- Fetched at
- Sept. 26, 2026, 10:54 p.m.
- Updated at
- Sept. 26, 2026, 10:54 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
- offline evaluation model for choice and scoring tasks
- Manually corrected
- False
Could you build this?
No Developing and training a calibrated 0.6B specialized classification/decision model requires model architecture design, curated training datasets, and GPU training runs.
What it would actually take: Building TinyJev requires curating a diverse dataset of structured reasoning/decision tasks with calibrated ground-truth confidence scores, followed by supervised fine-tuning and calibration optimization (e.g., Platt scaling or temperature tuning) on a base model like Qwen. The stack entails PyTorch/MLX, Hugging Face transformers, and distributed GPU training infrastructure with machine learning research expertise.
Competitors
Other products that read as similar to this one — 277 launches clear the similarity bar, closest 8 shown.
Attention rank: #143 of 278 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).
Launched 280 days after the earliest competitor.
- TryJev · ph · 2026-09-27 · 1 upvotes · similarity 0.58
- OpenJev · github · 2026-09-20 · 27 upvotes · similarity 0.55
- jevmlx · github · 2026-09-17 · 54 upvotes · similarity 0.52
- jev-style · github · 2026-09-25 · 9 upvotes · similarity 0.51
- Kev · github · 2026-09-22 · 15 upvotes · similarity 0.50
- jevk5 · github · 2026-09-22 · 111 upvotes · similarity 0.49
- mini-jev · github · 2026-09-17 · 40 upvotes · similarity 0.49
- openjev · github · 2026-09-16 · 19 upvotes · similarity 0.49
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.