The Individual Processes Involved With RAG Tuning LLM Models and How To Deploy Them

What you'll learn

What is RAG and why is it useful for LLMs?

What are the benefits and challenges of RAG tuning?

How to fine-tune a RAG model on a specific task or domain?

How to optimize the RAG model for speed and memory efficiency?

Requirements

Python programming PyTorch framework Natural language processing Large language models Hugging Face Transformers library