Repo · Benchmarks & research
vev
Open multimodal Jev-like decision models (text+images) speaking /v1/systemone on Qwen3.5 weights; self-host on your GPU.
Open github.com ↗From the repository
Jev-like decision models that can also see images — open weights on Qwen3.5, run on your own GPU
classificationdecision-modeljevjudgment-modelsystemonetypesafe-jevvision-jevvision-language-model
How builders describe it
Jev-compatible decision models with vision input: LoRA fine-tunes of Qwen3.5 at 4B and 9B serving Choice, Score and Noul on the /v1/systemone wire format, with screenshots and photos placed beside text in the state. Runs on your own NVIDIA GPU; weights are non-commercial.
The decision Jev makes
Benchmark questions with known answers, to check accuracy and confidence.
Where it fits
Head-to-head tests, calibration studies and independent research into how well Jev decides, how fast, and at what cost. All 682 benchmarks & research projects →
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