Verdict-open-jev
Non-autoregressive decision engine on ModernBERT (151M) with calibrated uncertainty (RLCD), TypeSafe AI Jev benchmark audit, and in-browser WebGPU playground
Details
- External ID
- 1374853179
- Source
- GITHUB
- Company
- —
- Product
- Verdict-open-jev
- Website domain
- github.com
- Launched
- Sept. 17, 2026
- Cohort
- —
- Upvotes
- 63
- Upvotes percentile
- 0.8693953369203177
- Tags
- brier-score, calibration, decision-engine, edge-ai, gliclass, jev, modernbert, onnx, rlcd, structured-outputs, system-1, typesafe-ai, webgpu, zero-token-generation
- Fetched at
- Sept. 21, 2026, 5:02 p.m.
- Updated at
- Sept. 21, 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
- non-autoregressive decision engine on modernbert
- Manually corrected
- False
Could you build this?
No Involves custom fine-tuning/architecture of ModernBERT for non-autoregressive decision tasks, Reinforcement Learning from Calibrated Decisions (RLCD), and WebGPU compilation.
What it would actually take: Requires ML research and systems engineering to train/calibrate a BERT-style model with RLCD, export and optimize the computational graph to ONNX/WebGPU (via Transformers.js or custom WGSL kernels), and design mathematical calibration frameworks for classification heads.
Competitors
Other products that read as similar to this one — 1662 launches clear the similarity bar, closest 8 shown.
Attention rank: #235 of 1663 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).
Launched 323 days after the earliest competitor.
- von · github · 2026-09-18 · 455 upvotes · similarity 0.70
- openJev-verdict-2.0 · github · 2026-09-19 · 276 upvotes · similarity 0.69
- jevbench · github · 2026-09-19 · 101 upvotes · similarity 0.69
- jev_nx · github · 2026-09-21 · 8 upvotes · similarity 0.69
- tev1 · github · 2026-09-23 · 154 upvotes · similarity 0.67
- openjev · github · 2026-09-18 · 306 upvotes · similarity 0.66
- jev-benchmarks · github · 2026-09-17 · 15 upvotes · similarity 0.66
- open-spark-jev · github · 2026-09-20 · 15 upvotes · similarity 0.65
Other launches for this product
- No other launches for this product.
Same idea, different domain
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