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English(EN) Researchers from UIUC and Chroma have released Harness-1, a 20B retrieval subagent trained with reinforcement learning inside a stateful search harness. The sys

UIUC 和 Chroma 发布 Harness-1 检索子代理

作者 PulseAugur 编辑部 · [1 个来源] ·

UIUC 和 Chroma 的研究人员推出了 Harness-1，这是一个拥有 200 亿参数的检索子代理。该系统在有状态搜索框架内利用强化学习，维护内部记账，如候选池和证据图。Harness-1 在八个基准测试中平均实现了 0.730 的精选召回率，表现强劲，其权重和代码已公开提供。 AI

影响 为 AI 研究和开发提供了一个新的开源检索子代理。

排序理由 发布了具有性能基准的开源模型。[lever_c_demoted from research: ic=1 ai=1.0]

在 Mastodon — sigmoid.social 阅读 →

AI 生成摘要 · Google Gemini · 来自 1 个来源。 我们如何撰写摘要 →

UIUC 和 Chroma 发布 Harness-1 检索子代理

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发布了具有性能基准的开源模型。[lever_c_demoted from research: ic=1 ai=1.0]
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Topics
model release, paper
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报道来源 [1]

  1. Mastodon — sigmoid.social TIER_1 English(EN) · [email protected] ·

    UIUC 和 Chroma 的研究人员发布了 Harness-1，这是一个在有状态搜索框架内使用强化学习训练的 20B 检索子代理。该系统

    Researchers from UIUC and Chroma have released Harness-1, a 20B retrieval subagent trained with reinforcement learning inside a stateful search harness. The system maintains bookkeeping like candidate pools and evidence graphs while the policy handles semantic decisions, achievin…

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