Orchestrating LLM Fine-tuning on Kubernetes with SkyPilot and MLflow: A Complete Guide

Training and fine-tuning Large Language Models (LLMs) requires significant computational resources and careful experiment tracking. While many focus on the modeling aspects, efficiently managing compute resources and experiment tracking is equally important for successful ML projects. This guide demonstrates how to use SkyPilot and MLflow , two open-source tools, to orchestrate LLM fine-tuning…