Fine-tuning Llama-2 on a small domain-specific dataset yields high memorization but near-zero reasoning on newly introduced entities, suggesting fine-tuning alone is insufficient for knowledge injection.
Leancontext: Cost-efficient domain-specific question answering using llms, 2023
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Evaluating Hallucinations in Domain-Adapted Large Language Models
Fine-tuning Llama-2 on a small domain-specific dataset yields high memorization but near-zero reasoning on newly introduced entities, suggesting fine-tuning alone is insufficient for knowledge injection.