Hybrid SFT and RAG on Qwen2.5-7B achieves 0.481 exact-match citation accuracy on the RTA with zero hallucinations, outperforming SFT-only, RAG-only, and larger retrieval pipelines.
Learning Beyond the Surface: How far can continual pre-training with LoRA enhance LLMs’ domain-specific insight learning? 2025
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Train, Retrieve, or Both? A Four-Arm Head-to-Head for Correct Statutory Citation on the Ontario Residential Tenancies Act
Hybrid SFT and RAG on Qwen2.5-7B achieves 0.481 exact-match citation accuracy on the RTA with zero hallucinations, outperforming SFT-only, RAG-only, and larger retrieval pipelines.