jev-dataops
An open-source JEV-powered workbench for streaming data selection, quality evaluation, automatic LoRA training and held-out model evaluation.
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GITHUB · launched Sep 21, 2026 · 59 upvotes (top 14%) · 0 views
Niche: machine learning developer tools · 303 launches, 11 in the last 7 days ▼ -45% · Explore this niche →
Category and tags
- Horizontal
- Data infrastructure
- Developer
- 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?
Partial While the workbench dashboard can be vibe-coded, implementing robust streaming data quality filtration and automated LoRA training pipelines requires deep ML infrastructure engineering.
What it would actually take: A production version requires a web management console paired with an asynchronous job orchestration system (such as Celery or Ray) managing GPU instances. It must integrate PyTorch, Hugging Face Transformers, and PEFT libraries to stream data, compute deduplication embeddings, dynamically tune LoRA hyperparameters, and execute evaluation benchmarks without GPU memory exhaustion.
Competitors
Other products that read as similar to this one : 2939 launches clear the similarity bar, closest 8 shown.
Attention rank: #414 of 2940 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 327 days after the earliest competitor.
- OpenJev · github · 2026-09-29 · 16 upvotes · similarity 0.63
- jev_nx · github · 2026-09-21 · 8 upvotes · similarity 0.63
- jev-rag-benchmark · github · 2026-09-19 · 14 upvotes · similarity 0.61
- jev-as-a-judge · github · 2026-09-17 · 57 upvotes · similarity 0.61
- open-spark-jev · github · 2026-09-20 · 15 upvotes · similarity 0.60
- JevGym · github · 2026-09-22 · 27 upvotes · similarity 0.60
- jev-arena · github · 2026-09-28 · 16 upvotes · similarity 0.60
- jev-flow · github · 2026-09-23 · 7 upvotes · similarity 0.58
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.