paper_type.json (284B)
1 { 2 "paper_type": "empirical", 3 "reason": "The paper runs controlled experiments comparing multiple fine-tuning strategies (DSS, LoRA, QLoRA, full-precision) with quantitative measurements of performance and GPU memory costs, making experimental findings the primary contribution." 4 }