Awesome Jev: early projects and use cases
A community-curated list gathers early Jev projects and ideas for developers who already have API access.
Low-Cost Jev-Style Classifier in Practice
Community member Hassan trained a Jev-style classifier for $17, running on Qwen 3.5 4B with near-zero inference cost and own weights; the blog can be handed to Claude Code to replicate.
Hassan just trained a Jev-style classifier for $17 not a demo, a real one runs on Qwen 3.5 4B, ships as your own weights costs near zero at inference the classifier used to be an OpenAI line item now its a saturday afternoon grab the blog, hand it to your Claude Code wake
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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.
