Pythia/Llama/Qwen
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MechLens: Late Crystallization of Factual Knowledge Explains Intervention Effectiveness in Language Models
arXiv:2606.07978v1 Announce Type: new Abstract: Understanding where LLMs store factual knowledge is critical for hallucination mitigation. We systematically quantify Late Crystallization: factual knowledge does not gradually emerge across layers but "crystallizes" abruptly at the final layers.