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UltraData-Code: From Raw Repositories to Algorithmically Dense and Task-Oriented Code Data

Tu, Chengying et al.
arXiv (All) · Papers
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computation-and-languagemachine-learningsoftware-engineering
Code generation has become a core capability of large language models (LLMs), and code data is central to the pre-training process that develops it. As obtaining public code of sufficient quality becomes more difficult, further progress cannot rely on corpus expansion alone. Tiered data management i
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