scaling-laws-code

【开发与工程】Establish language-specific scaling laws for multilingual code pre-training across 7 programming languages (0.2B-14B models, 1T tokens). Show interpreted languages scale better than compiled, synergy gains depend on syntax similarity, and parallel pairing improves translation—enabling proportion-dependent token allocation outperforming uniform distri…

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