Jevstiller
Distill Jev into a local model, with a disagreement bound
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HN · launched Sep 29, 2026 · 67 upvotes (top 12%) · 0 views
Niche: machine learning developer tools · 303 launches, 11 in the last 7 days ▼ -45% · Explore this niche →
Category and tags
- Horizontal
- Model & infra
- Prosumer
- AI-native
- Hobby / open-source project
Visit website ↗ Source listing ↗
More like this: all 303 launches in machine learning developer tools →
Could you build this?
No Model distillation with rigorous mathematical disagreement bounds requires theoretical machine learning research, custom loss formulations, and expensive GPU training runs.
What it would actually take: This project implements formal knowledge distillation algorithms with conformal prediction or statistical guarantees bounding model deviation. The stack requires PyTorch, DeepSpeed/vLLM, fine-tuning infrastructure on GPU clusters, and statistical evaluation frameworks for discrepancy bounds. It requires deep research-level ML expertise in statistical learning theory, distillation techniques, and LLM optimization.
Discussion
5 comments analyzed.
Competitors mentioned: model2vec
Concerns raised: Potential violation of ToS, Local model accuracy mirrors upstream model errors, Low coverage on noisy tasks
Feature requests: OpenAI-compatible API front
Competitors
Other products that read as similar to this one : 2201 launches clear the similarity bar, closest 8 shown.
Attention rank: #319 of 2202 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 334 days after the earliest competitor.
- jevbench · github · 2026-09-19 · 101 upvotes · similarity 0.65
- vllm-jev · github · 2026-09-24 · 72 upvotes · similarity 0.64
- jev-as-a-judge · github · 2026-09-17 · 57 upvotes · similarity 0.64
- jev-forge · github · 2026-09-19 · 24 upvotes · similarity 0.64
- jev_local · github · 2026-09-18 · 20 upvotes · similarity 0.64
- jev_nx · github · 2026-09-21 · 8 upvotes · similarity 0.64
- jeeves · github · 2026-09-29 · 401 upvotes · similarity 0.63
- open-jev · github · 2026-09-16 · 19 upvotes · similarity 0.62
The niche, labels, vibe code rating and competitor comparison on this page are analysis by Nicheloom. If you use them, please credit nicheloom.com. How you may use our data.