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English(EN) When Requirements Interact: Scaling Long-Horizon Coding via Interdependent Specifications

CodeSpecWeave框架通过相互依赖的规范增强AI编码代理

研究人员开发了CodeSpecWeave,一个旨在综合具有相互依赖的规范和经过验证的测试的复杂软件开发任务的框架。该方法旨在更有效地训练编码代理执行长周期任务,这些任务通常涉及主要目标之外的复杂约束。通过将综合任务建立在真实开发者需求的基础上并采用严格的审查流程,CodeSpecWeave生成了一个大量数据集,显著提高了MiMo等模型在DeepSWE-v1.1基准上的性能。还策划了一个新的基准CodeSpecWeave-Bench,以专门评估前沿模型在处理这些复杂工程约束方面的能力。 AI

影响 增强了AI编码代理在复杂、长周期软件开发任务方面的能力。

排序理由 该项目描述了一篇关于训练AI编码代理的新研究论文,其中详细介绍了一个框架和基准。[lever_c_demoted from research: ic=1 ai=1.0]

在 Hugging Face Daily Papers 阅读 →

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

CodeSpecWeave框架通过相互依赖的规范增强AI编码代理

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该项目描述了一篇关于训练AI编码代理的新研究论文,其中详细介绍了一个框架和基准。[lever_c_demoted from research: ic=1 ai=1.0]
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报道来源 [1]

  1. Hugging Face Daily Papers TIER_1 English(EN) ·

    When Requirements Interact: Scaling Long-Horizon Coding via Interdependent Specifications

    CodeSpecWeave synthesizes complex, interdependent software development tasks with verified tests to train coding agents, improving performance on long-horizon benchmarks.