Quantization and LLM Accuracy in Scientific Data Extraction
A 2026 analyst review of peer-reviewed studies and vendor docs on how INT8, FP8, and INT4 quantization affect LLM accuracy for scientific data extraction, with methodology, memory tradeoffs, and a framework comparison.