A new paper presented at ACL 2025 introduces methods to detect if a language model is a distillation of another. The proposed techniques include an "identity-jailbreak" probe that identifies models falsely claiming identities, and a response-similarity score judged by another LLM. Initial results indicate that models like Claude, Doubao, and Gemini exhibit lower signs of distillation, while DeepSeek and Qwen-Max show higher indications. AI
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RANK_REASON The cluster describes a new academic paper proposing methods for LLM distillation detection. [lever_c_demoted from research: ic=1 ai=1.0]
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