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.
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GITHUB · launched Sep 22, 2026 · 25 upvotes (top 32%) · 1 view
Niche: machine learning developer tools · 303 launches, 11 in the last 7 days ▼ -45% · Explore this niche →
Category and tags
- Horizontal
- Model & infra
- Developer
- AI-native
- Hobby / open-source project
- decision-model
- jev
- jev-model
- mlx
- qwen3
- small-language-models
- +3 more
Visit website ↗ Source listing ↗
More like this: all 303 launches in machine learning developer tools →
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 : 438 launches clear the similarity bar, closest 8 shown.
Attention rank: #203 of 439 (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 0.59
- VerdictKit · ph · 2026-10-07 · 1 upvotes · similarity 0.56
- OpenJev · github · 2026-09-20 · 27 upvotes · similarity 0.56
- jevmlx · github · 2026-09-17 · 54 upvotes · similarity 0.54
- jev-style · github · 2026-09-25 · 9 upvotes · similarity 0.53
- Jev Model · ph · 2026-10-05 · 1 upvotes · similarity 0.52
- Kev · github · 2026-09-22 · 15 upvotes · similarity 0.52
- jevk5 · github · 2026-09-22 · 111 upvotes · similarity 0.51
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