Learn the fine-tuning process of large language models using KAITO on Azure Kubernetes Service (AKS) in this hands-on technical session. We will walk through what is the Kubernetes AI Toolchain Operator (AI), review the fine-tuning data set, phi-3 pretrained model, fine-tuning workspace Kubernetes job, review fine-tuned model stored in azure container registry and finally deploy the fine-tuned model and evaluate with prompts from the fine-tuned dataset. You will gain the fundamental concepts to fine-tune with your own datasets and pre-trained models.