Day 26: Fine-Tuning LoRA — Train Llama 3 on Your Own Data! 🦙🛠️#ai #LoRa #finetuning #llama #fyp

Day 26: Fine-Tuning LoRA — Train Llama 3 on Your Own Data! 🦙🛠️

​Welcome to Day 26 of 30 Days of AI! 🚀 Today, we are moving into core AI development. I'm breaking down how LoRA (Low-Rank Adaptation) allows everyday developers to fine-tune massive open-source models like Llama 3 on a budget.

​In this Short:

​The Fine-Tuning Problem: Why Full Fine-Tuning breaks your wallet and crashes your hardware.

​What is LoRA? Freezing the base model weights and adding tiny, trainable parameter adapters.

​LoRA vs Full Fine-Tuning: The breakdown of GPU memory usage, training speed, and model file sizes.

​Niche Use Cases: Transforming a generic LLM into a targeted Medical Assistant, Legal Doc Analyzer, or custom Code Generator.

​Pro-Tip: Swap out different LoRA adapters on a single base model to switch tasks instantly!

​Timeline:

Intro: Stop overpaying for custom AI

What is Low-Rank Adaptation (LoRA)?

Step-by-Step Training Workflow

LoRA vs. Full Fine-Tuning Comparison

Outro: Customize your models!

​SUBSCRIBE for Day 27: Quantization — How to shrink AI models to run on phones! 🔔

​#AI #Llama3 #FineTuning #LoRA #MachineLearning #Programming #TechBoyVenkat #Python #DeepLearning #30DaysOfAI #TechEducation

Видео Day 26: Fine-Tuning LoRA — Train Llama 3 on Your Own Data! 🦙🛠️#ai #LoRa #finetuning #llama #fyp канала Tech boy Venkat