EASIEST Way to Fine Tune an LLM on Your Data (Augmentoolkit Deep Dive)
AI Summary
In this video, Evan Armstrong introduces Augmentoolkit, an open-source tool designed to simplify the fine-tuning of expert AI models. He explains how Augmentoolkit automates data pipelines, eliminating the need for complex engineering or hiring teams. The deep dive includes a step-by-step demo on how to train a model using custom documents, advice on model selection, and strategies to avoid common pitfalls like catastrophic overtraining. Viewers will learn how to debug poorly performing models, determine the necessary data amount for training, and deploy their models, including the option to host them as Discord bots. This revolution in model training offers a true competitive advantage for individuals and organizations alike.