Fine Tuning – When to Teach the Machine PART 6

You tried prompts. You tried RAG.
Still getting soup?

Then maybe it’s time to teach the model new tricks.

In Part 6 of L.L.M. Week, WG-AI-13’s Lead Engineer Izzy Rotgut breaks down fine-tuning — what it really is, why it matters, and how it changes the way your model thinks (or pretends to).

This one’s deep, technical, and full of red flags. Learn:

- What fine-tuning is (and what it isn’t)
- The difference between RAG and tuning
- When to use full model fine-tuning (almost never)
- Why PEFT and LoRA changed the game
- The biggest mistakes new devs make
- And why your chatbot might need firmware, not personality

Fine-tuning ain't a shortcut.
It's a surgical tool. Use it like one.

Next up: Agents.

Видео Fine Tuning – When to Teach the Machine PART 6 канала WG-AI-13 | Nerd News Across the Multiverse