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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.

72 min
24 lessons
6 modules
Jan 2026
Cover for Fine-tuning LLMs: LoRA, QLoRA & PEFT
100+ credits

Course Content

Why Fine-tune LLMs?3 min
Types of Fine-tuning3 min
PEFT Methods Explained3 min
Choosing Your Approach3 min
Quiz: Understanding Fine-tuning Quiz