Fine-Tuning Large Language Models on Intel Xeon CPUs

This guide provides a comprehensive approach to fine-tuning Large Language Models (LLMs) using Intel Xeon CPUs, focusing on the 5th Gen Intel Xeon processors. It covers prerequisites, step-by-step instructions for setting up the environment, and optimizing performance with techniques like Low-Rank Adaptation (LoRA) and Intel Advanced Matrix Extensions (AMX). Ideal for researchers and engineers aiming to leverage CPU capabilities for efficient LLM training without relying on costly GPU infrastruc