Section: LLM•ID #75

Unsloth Llama-3 Fine-Tuning

Step 1: TheoryGitHub Code

Unsloth PEFT Optimization Documentation

Study the core concepts and background material for this learning item.

Step 2: PracticeKaggle Workbook

Unsloth Llama-3 Fine-Tuning Exercise

Solve the challenges and apply your knowledge interactively.

Hard30 min estimated study

Overview

Accelerate fine-tuning steps using Unsloth optimized attention kernels.

Learning Objectives

  • Configure PEFT adapters
  • Accelerate fine-tuning workflows

Prerequisites

Locked

Tracking Control

Completion Reward+300 XP
Study Checklist
Studied theory resource
Completed practice exercise