autojev
Full-weight Qwen decision model with calibrated probabilities, training code, REST API, and playground.
Details
- External ID
- 1377548062
- Source
- GITHUB
- Company
- —
- Product
- autojev
- Website domain
- huggingface.co
- Launched
- Sept. 19, 2026
- Cohort
- —
- Upvotes
- 28
- Upvotes percentile
- 0.7065078145016653
- Tags
- calibration, classification, pytorch, qwen
- Fetched at
- Sept. 23, 2026, 5:02 p.m.
- Updated at
- Sept. 23, 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
- calibrated decision model and playground for developers
- Manually corrected
- False
Could you build this?
Partial While the inference API and playground are simple wrappers, the core artifact is a full-weight fine-tuned 27B parameter multimodal model trained on 73k curated decision examples with calibrated output probabilities.
What it would actually take: A real version requires an H100/H200 compute cluster or high-end cloud instances (vLLM/DeepSpeed/Axolotl/PyTorch), a curated decision/classification dataset of tens of thousands of domain examples, and post-processing calibration algorithms (e.g., temperature scaling). While vibe coding can assemble the training scripts and FastAPI/Gradio harness, model curation, fine-tuning infrastructure, and validation require ML engineering expertise and significant GPU resources.
Competitors
Other products that read as similar to this one — 1152 launches clear the similarity bar, closest 8 shown.
Attention rank: #320 of 1153 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).
Launched 325 days after the earliest competitor.
- tev1 · github · 2026-09-23 · 154 upvotes · similarity 0.78
- bev-train · github · 2026-09-27 · 34 upvotes · similarity 0.73
- decider · github · 2026-09-16 · 130 upvotes · similarity 0.67
- vllm-jev · github · 2026-09-24 · 72 upvotes · similarity 0.64
- jevbench · github · 2026-09-19 · 101 upvotes · similarity 0.63
- NanoJev · github · 2026-09-17 · 1768 upvotes · similarity 0.62
- Verdict-open-jev · github · 2026-09-17 · 63 upvotes · similarity 0.62
- LLM2Jev · github · 2026-09-19 · 248 upvotes · similarity 0.61
Other launches for this product
- No other launches for this product.
Same idea, different domain
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