RESEARCHInvestigateNEXT 12 MONTHS
How Small Can You Go? LoRA Fine-Tuning 270M-8B Models for Merchant Information Extraction in Financial Transactions
arXiv cs.LG — Machine Learning
Factual evidence
What the source reports
Benchmark demonstrates sub-1B LoRA fine-tuned models can replace 8B LLMs for high-throughput merchant extraction in transaction data.