Awesome Jev: early projects and use cases
A community-curated list gathers early Jev projects and ideas for developers who already have API access.
JevBench Update: Jev 63.3 Tops Ranking with Developer Selection Guide
Third-party benchmark JevBench updated today: Jev 63.3 still ranks first, djev 52.2 ranks sixth. Suggestions for developers: official Jev for stability, Laya for local millisecond latency (verify accuracy yourself), or use AnyJev if already on Qwen. Author notes test is only 20 questions on one machine, for reference only.
第三方榜 JevBench 今天刚更新：Jev 63.3 仍排第一，djev 52.2 排第 6。 开发者怎么选呢？ 要稳 → 官方 Jev 要本地毫秒级 → Laya，准确率自己验 手上已有 Qwen → 套 AnyJev 我的测试只有 20 题、一台机器，仅供参考 🫡 https://benchmarkheaven.com/jev-models
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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.
