Awesome Jev: early projects and use cases
A community-curated list gathers early Jev projects and ideas for developers who already have API access.
JevTree Greatly Boosts Long-Horizon Task Performance
A user shows that Jev with JevTree achieves big accuracy gains on Game24 and MiniGrid tasks while taking only 1/2 to 1/3 the time of a comparison model.
🔥绝了！Jev一旦把局部概率铺成树，长程任务就被接管了！ 同一套 Jev、同一个概率空间： 🔹Game24 100题：7% → JevTree 100% 🔹MiniGrid 100题：70% → 93% 🔹用时只有 Opus 4.8 的 1/2～1/3： ▫️Game24 20题 20/20 vs 3/20 ▫️MiniGrid 20题 18/20 vs 9/20
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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.
