Awesome Jev: early projects and use cases
A community-curated list gathers early Jev projects and ideas for developers who already have API access.
Skepticism over Jev's 'calibrated probabilities'
The author shares a post questioning Jev's claimed 'calibrated probabilities' and urges skepticism.
The post is not mine h/t Florian Hoenicke If you still not convinced you have been taken for a ride by Jev that produces “calibrated probabilities”
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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.
