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Jev
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- 7 OctMusubi releases open-weight decision model PolicyLM-1.7B for real-time moderation
Musubi announced PolicyLM-1.7B, a lightweight open-weight decision model built for sub-50ms content moderation. The model is designed to run at classifier-like cost and speed while applying complex policies without retraining, the company says.
Models · 1 source
- 6 OctPaper benchmarks general decision models against LLMs with JEVal
An arXiv paper introduces JEVal, a bilingual benchmark of 11,257 instances across 36 datasets to evaluate general decision models and generative LLMs. The study finds decision models are efficient and competitive when evidence suffices but struggle with specialist knowledge, uncertainty calibration, long-horizon reliability, and some social-simulation tasks.
Research · 1 source
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