Completed
Introduction
Class Central Classrooms beta
YouTube videos curated by Class Central.
Classroom Contents
Master AI Efficiency with LoRA - Optimize Fine-Tuning for Large Language Models
Automatically move to the next video in the Classroom when playback concludes
- 1 Introduction
- 2 Origins of LoRA and Problem Definition
- 3 Low-Rank Adaptation Technique
- 4 Exploring LoRA and SVD in Model Adaptation
- 5 Fine-Tuning LLMs: Traditional Methods and LoRA Innovations
- 6 Use Cases and Limitations in Model Adaptation
- 7 Fine-Tuning Efficiency Evaluation in Sentiment Analysis
- 8 Types of LoRA Methods
- 9 Fine-Tuning LLMs Beyond Conventional Training: Exploring Mathematical Operations
