StarCoder2-15B matches or beats CodeLlama-34B on code tasks despite being smaller, and StarCoder2-3B outperforms prior 15B models, with open weights and exact training data identifiers released.
Building the universal archive of source code
2 Pith papers cite this work. Polarity classification is still indexing.
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Pith papers citing it
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cs.SE 2verdicts
ACCEPT 2representative citing papers
An independent large-scale replication confirms security commit messages are typically uninformative, with informativeness declining over time, varying by ecosystem, and lower for Conventional Commits Specification messages.
citing papers explorer
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StarCoder 2 and The Stack v2: The Next Generation
StarCoder2-15B matches or beats CodeLlama-34B on code tasks despite being smaller, and StarCoder2-3B outperforms prior 15B models, with open weights and exact training data identifiers released.
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On the Informativeness of Security Commit Messages: A Large-scale Replication Study
An independent large-scale replication confirms security commit messages are typically uninformative, with informativeness declining over time, varying by ecosystem, and lower for Conventional Commits Specification messages.