Awesome Jev: early projects and use cases
A community-curated list gathers early Jev projects and ideas for developers who already have API access.
Discussion on Whether Jev Is Just LLM
The author recalls using LLM as a classifier at Meta in 2022 and questions whether Jev's hype is just LLM plus some feature, not a breakthrough.
My first LLM project was in 2022 at Meta where I needed to figure out if we could use OPT-175B as a first-line classifier to flag newly problematic content ahead of training a supervised model. Seeing Jev attract this hype felt like a full-circle moment. Isn't this just LLM +
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More like this
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.
