Unverified50% confidenceFactExact time
代码训练模型在构建训练集时会特别关注去重处理,因为GitHub上大量fork和复制代码会导致模型过度记忆特定代码片段而非学习通用模式
1
Sources
50%
Confidence
Long-term
Relevance
8/12/2026
First Seen
Sources
Related Claims
VerifiedAI programming assistance tools such as GitHub Copilot, Cursor, and Claude are essentially code completion and generation systems formed by training large language models on massive code repositories.74% similarVerifiedLarge language models learn the syntax rules of programming languages and the mapping between natural language and code by pre-training on billions of lines of open-source code on platforms such as GitHub.74% similarUnverifiedCodeBERT的训练数据来自GitHub上超过600万个函数的代码-注释配对74% similarUnverifiedGitHub Copilot uses a Transformer architecture at its core and predicts code completions by learning the statistical patterns and semantic structures of code.73% similar
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