Free Lesson
LLM Fine-Tuning Decision Framework
Part of Global AI Builder Series: by The Gen Academy
60 min
Sep 7, 2026 1:00 PM
What you'll learn
Compare model improvement paths
Choose between prompting, RAG, fine-tuning, serving changes, and custom models.
Evaluate cost and latency tradeoffs
Estimate quality, maintenance, data needs, and deployment complexity up front.
Know when to fine-tune
Use a decision path for model strategy conversations with technical teams.
Why this topic matters
As open and hosted models improve, the harder question is not whether fine-tuning works, but when it is worth the cost. A clear decision framework helps teams trade off quality, latency, data, maintenance, and deployment complexity before committing to a model strategy.
