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Fine-Tuning LLMs with PEFT and LoRA

Sam Witteveen via YouTube

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Overview

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This video introduces parameter-efficient fine-tuning with PEFT and LoRA for decoder-style GPT models. It covers the basic concepts, the Hugging Face PEFT library, and a code walkthrough.

Syllabus

Intro
- Problems with fine-tuning
- Introducing PEFT
- PEFT other cool techniques
- LoRA Diagram
- Hugging Face PEFT Library
- Code Walkthrough

Taught by

Sam Witteveen

Reviews

4.0 rating, based on 1 Class Central review

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  • Profile image for Sandipan Chakraborty
    Sandipan Chakraborty
    Good overview course clearly and precise explanation about left fine tuning concepts and code snippets that help realizing the concepts
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