Phase 13 · Fine-Tuning & Adapting LLMs

Topics

Instruction Tuning

Part of the AI Engineer Roadmap.

Summary

Fine-tuning a pretrained model on (instruction, response) pairs so it learns to follow directions rather than just complete text — the step that turns a base model into an assistant.

How to Learn This

  • 1Study the format of an instruction-tuning dataset (e.g. Alpaca-style).
  • 2Fine-tune a small model on an instruction dataset and compare its behavior before/after.
  • 3Learn how instruction tuning differs from RLHF as a later alignment step.
InsideEdge

Stuck on this topic? Ask an Insider

Get 1:1 guidance from people who've walked this exact path — free on the InsideEdge app.

Download
InsideEdge