Data mixing induces phase transitions in LLM knowledge acquisition from dense sources, with critical thresholds in model size and mixing ratio that follow power laws.
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Data Mixing Can Induce Phase Transitions in Knowledge Acquisition
Data mixing induces phase transitions in LLM knowledge acquisition from dense sources, with critical thresholds in model size and mixing ratio that follow power laws.