CalibratedDecisions.

Guide · Benchmarks & research

Five open Jev replicas, in Chinese

小墨同学 on Laya 421M, Decider-2B, NanoJev 0.6B, Reflex and System-One 4B, and which run best on Apple silicon.

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小墨同学 @xiaomovps

Jev 发布没几天,开源社区已经开始疯狂复刻了🔥

最值得推荐的五个模型:

1、Laya 421M:原生决策模型,支持 Mac

2、Decider-2B:最像 Jev,基于 Qwen3.5

3、NanoJev 0.6B:专门的 Decision Head

4、Reflex:Qwen3.5 + Direct Logits

5、System-One 4B:专门做概率校准

How builders describe it

A Chinese-language roundup of open System One efforts including Laya 421M, Decider-2B, NanoJev 0.6B, Reflex, and System-One 4B, with parameter counts.

The decision Jev makes

Benchmark questions with known answers, to check accuracy and confidence.

Where it fits

Head-to-head tests, calibration studies and independent research into how well Jev decides, how fast, and at what cost. All 682 benchmarks & research projects →

Related projects