为了打破这种「高分幻觉」,来自北京航空航天大学的研究团队提出了一种全新的基准构建哲学 ——双重扩展(Dual Scaling),并基于此构建了端到端的自动化框架Code2Bench。该研究旨在为代码大模型的评估,建立一个更动态、更严苛、也更具诊断性的新范式。
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点击上方“Deephub Imba”,关注公众号,好文章不错过 !本文会带你从零搭建一个完整的概念验证项目(POC),技术栈涵盖 Adaptive RAG、LangGraph、FastAPI 和 Streamlit 四个核心组件。Adaptive RAG 负责根据查询复杂度自动调整检索策略;LangGraph 把多步 LLM 推理组织成有状态的可靠工作流;FastAPI 作为高性能后端暴露整条..