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We’re on a journey to advance and democratize artificial intelligence through open source and open science. ReCode 是一种基于规则的强化学习框架，在不损害大型语言模型通用代码生成能力的情况下，增强了其对 API 更新的适应性。 Updating code api knowledge with reinforcement learning
For some months now, the dblp team has been receiving an exceptionally high number of support and error correction requests from the community. – ReCode의 핵심 아이디어 ReCode가 도입한 가장 눈에 띄는 개념은 바로 "강화 학습 기반 코드 업데이트" 입니다. 이 개념은 LLM이 API 변화에 적응하도록 훈련시키는 방식으로, 약 2,000개의 데이터 항목으로 구성된 데이터셋을 활용하여 버전 마이그레이션을 수행합니다. 浙江大学研究团队推出ReCode框架，通过强化学习解决AI编程助手使用过时API接口的问题。 该方法让7B参数模型在特定任务上超越32B大模型，同时保持通用编程能力基本不变。
By training models on the code migration task, we’ve addressed the issue of ai programmers struggling to migrate code based on updates without test data.
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