Awesome Jev: early projects and use cases
A community-curated list gathers early Jev projects and ideas for developers who already have API access.
Running Jev-Omni Locally for Solar Panel Inspection
User Erik Kokalj runs Jev-Omni locally on M4 Max with ~300ms latency for 140 input tokens, using RF-DETR for panel detection and Jev-Omni as classifier for QA/QC.
Got Jev-Omni running locally on M4 Max at ~300ms for 140 input tokens ☀️ Works great for QA/QC applications, such as solar panel inspection. Used RF-DETR for panel detection, then Jev-Omni as classifier
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Training an MLP on Qwen 4B to Replicate Jev Behavior
The author shares an open-source project openjev that trains an MLP on qwen 4b to work like Jev, with a Hugging Face link. Link
Swapping an agent's tool-calling reasoning with Jev
The author shares replacing an agent's tool-calling reasoning with Jev, using Fable, Astra, and Opus; early results show drastic savings with very close results, with a demo video promised.
