Insights

Fine-Tuning Small Language Models for Domain-Specific Tasks

Fine-tuning a small language model can outperform a frontier model on narrow tasks — but only when the task, data, and economics actually justify the overhead. This article covers when fine-tuning makes sense, how to prepare data and evaluate properly, and how to honestly assess the cost trade-off against prompting a frontier model API.