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README.md
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Welcome to the PurpCode project!
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PurpCode is an alignment
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PurpCode includes two alignment stages:
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1. **Rule Learning:** teaching LLMs secure coding rules and general safety practices
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2. **Reinforcement Learning:** letting LLMs co-exercise their safety and utility via verifiable tasks
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We also curate comprehensive safety data via internal red teaming and use
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* Paper: https://arxiv.org/abs/2507.19060
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* GitHub: https://github.com/purpcode-uiuc/purpcode
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Welcome to the PurpCode project!
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PurpCode is an alignment method and a fully open-source recipe (data, model, and code) for eliciting **cybersafe reasoning** capabilities of coding models, including secure code generation and defending against malicious cyber events.
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PurpCode includes two alignment stages:
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1. **Rule Learning:** teaching LLMs secure coding rules and general safety practices
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2. **Reinforcement Learning:** letting LLMs co-exercise their safety and utility via verifiable tasks
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We also curate comprehensive safety data via internal red teaming and use various evaluators covering cybersafety, utility, and overrefusal.
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* Paper: https://arxiv.org/abs/2507.19060
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* GitHub: https://github.com/purpcode-uiuc/purpcode
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