🤯卧槽！开源圈又杀出个比 Laya 更狠的 System-1 决策核模型 AgentJev-0.6B ！
This is a dev post classified by Jev as AI dev tools (a tool drop), kept by the Dev Radar because it carries real work, not commentary.
🤯卧槽！开源圈又杀出个比 Laya 更狠的 System-1 决策核模型 AgentJev-0.6B ！ Typed Decisions 2000 题 Top-1：79.25% vs Laya 77.00%，硬超 +2.25pt。 底座 Qwen3-0.6B，Boolean / Choice / Score 全开，解码 token = 0。 比 Laya 更狠的点： 🔹准确率更高：1585/2000，纸面领先 2.25 个百分点 🔹宽候选更快：64 个动作时 Shared Prefix KV Cache，骨干 token 从 33,547 砍到 2,551（-92.4%），约 2× 🔹状态吃得更长：上下文 2048 vs Laya 1024 🔹输出可当闸门：完整概率分布 + 分类型校准，直接做 routing / threshold / fallback 🔹权重、训练、推理全开源，能复现、能继续训 上手步骤： 1️⃣git clone https://github.com/malevrigns/agent-jev.git，建 venv，装 requirements.txt 2️⃣从 HF 拉 aimeigaoshou/agent-jev 的 model.safetensors + temperatures.json 3️⃣把 safetensors 包成 agentje
Posted by SuSu_酥酥👅 (16.2k followers) 1 h ago · 24 likes · 2.8k views · view the original post on X. Kept by the Dev Radar as AI dev tools. Tools mentioned: agent-jev.git, agent-jev, atomic.chat.
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