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nyxspecter4/kin-cyber-dpo-v2

KIN Cybersecurity DPO v2 Preference Dataset Empirically mined and zero-leak sanitized preference dataset for training cybersecurity and agentic code repair models. Dataset Summary Total DPO Pairs: 1,635 (Updated 2026-09-07) Baseline v4 pairs: 1,495 Hermetic expansion (v5): +140 pairs (AST-invariant vulnerability repair, CWE-79 XSS guards, CWE-89 SQLi, CWE-22 Path Traversal, and supply chain integrity) Format: Direct Preference Optimization (DPO) schema: {prompt… See the full description on the dataset page: https://huggingface.co/datasets/nyxspecter4/kin-cyber-dpo-v2.

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