AI Engineering track

Fine-Tuning

When to fine-tune, datasets, PEFT/LoRA and evaluation after tuning.

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1

Fine-Tuning Overview

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2

When to Tune

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3

Dataset Preparation

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4

PEFT & LoRA

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5

The Tuning Pipeline

Concept · Hands-on lab included

6

Eval After Tuning

Concept · Hands-on lab included

7

Tuning Versus RAG

Concept · Hands-on lab included

8

Managing Model Updates

Concept · Hands-on lab included

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