Conclusion
Review and consolidate your understanding of fine-tuning large language models using LoRA and QLoRA. This lesson guides you through the core principles, quantization methods, and hands-on experiences essential for adapting LLMs to diverse tasks. Explore future industry trends and learning paths to advance your generative AI skills.
We'll cover the following...
You’ve reached the end of the course! Congratulations on a job well done!
Let’s recap your journey
Let’s revisit what we’ve learned in this course while exploring fine-tuning LLMs using LoRA.
We introduced the basics of fine-tuning, training parameters, and steps to fine-tune a model.
Next, we discussed different types of fine-tuning and the art of choosing the right technique.
We learned about the quantization concept and its different types and techniques. We also got hands-on experience quantizing the ...