ML in Depth 7 - Generative AI Fine-tuning LLMs with LoRA

Name: ML in Depth 7 - Generative AI Fine-tuning LLMs with LoRA
Channel: Taha Bouhsine
Description: Master parameter-efficient fine-tuning of Large Language Models with LoRA (Low-Rank Adaptation). Learn how LoRA adapts LLMs to custom tasks using a fraction of the compute and memory, plus practical guidance on training, merging adapters, and deploying fine-tuned generative AI models.

@DevMENA MLinDepth

About this Talk

Master parameter-efficient fine-tuning of Large Language Models with LoRA (Low-Rank Adaptation). Learn how LoRA adapts LLMs to custom tasks using a fraction of the compute and memory, plus practical guidance on training, merging adapters, and deploying fine-tuned generative AI models.

Resources

Slides Kaggle Notebook