Do I need to fine-tune a model for my MVP?
Short answer
Almost never for an MVP. Start with a hosted model and, if you have documents, RAG. Fine-tune only after you have a real eval set and a job that prompting cannot do.
Fine-tuning costs data, money, and a new failure mode. Founders buy it to feel “serious.” It does not fix missing auth or a vague product.