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Course·Intermediate

Fine-tuning LLMs: LoRA, QLoRA & PEFT

Master parameter-efficient fine-tuning techniques to customize large language models for your domain. Learn LoRA, QLoRA, DPO alignment, and deploy fine-tuned models to production with Unsloth and Ollama.

72min
24lessons
6modules
Apr 22, 2026Updated
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02 / Curriculum

The full course map.

6 modules · 24 lessons · ~72 min
Why Fine-tune LLMs?No signup3 min
Types of Fine-tuning3 min
PEFT Methods Explained3 min
Choosing Your Approach3 min
Quiz: Module 1: Understanding Fine-tuning