Fine-tuning a 7B model beats frontier LLMs, saves $300k

A guide details fine-tuning a Mistral 7B with QLoRA to reach ~98% accuracy on breast cancer synoptic reporting, up from ~35% with Claude Opus 4.6 plus RAG. The author estimates the frontier-model approach would have cost ~$320,000, while the fine-tuned model ran for free.