Fine-tuning a small LLM for domain-specific classification
Fine-tuning a small language model on domain-specific data can dramatically outperform general-purpose prompting for classification tasks while keeping inference costs low. This article covers dataset preparation, LoRA fine-tuning with the Hugging Face ecosystem, evaluation, and deployment.
fine-tuningllmclassificationpeftlora
15 July 2026