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How to Fine-Tune Llama-3 on Your Own Dataset

Learn how to fine-tune Llama-3 8B on your custom data. Complete guide using Unsloth, QLoRA, and Google Colab, including GGUF export for local run in Ollama.

Part 1 of 5

The Purpose of Fine-Tuning

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Part 2 of 5

Fine-Tuning vs. RAG: Making the Strategic Choice

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Part 3 of 5

What is Unsloth?

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Part 4 of 5

Dataset Preparation: Alpaca vs. ShareGPT

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Part 5 of 5

1. Alpaca Format

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DeskNomads Guide

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Read the complete step-by-step article, access tutorials, and explore remote workflows on DeskNomads.

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