NeoHorse-Jev-4B 开源：应用状态直接转结构化决策
NeoHorse-Jev-4B 开源，支持 Choice/Noul/Score 三种决策原语，仅预填充推理，六组文本决策基准得分 77.70。
NeoHorse-Jev-4B is now open—a compact model built to turn application states directly into structured decisions and probabilities. 🤖 https://modelscope.ai/collections/TokenRhythm/NeoHorse-Jev 🏆 Scores 77.70 across six text decision benchmark groups, ranking first among the four open-weight models with complete results in the comparison. ⚡ Prefill-only inference avoids autoregressive answer generation and supports three decision primitives: Choice for action selection, Noul for yes/no judgment, and Score for ordered ratings. 🎮 The same interface can power request routing, tool selection, workflow control, games, robot manipulation, and autonomous-driving simulations. 🖼️ Supports text inputs or a single image combined with text, returning normalized probabilities that applications can use directly. 🛠️ Deploy locally through vLLM, SGLang, Python, CLI, or HTTP. Apache 2.0.