Fine-Tuning and Deploying LLaMA 3.1 on Hugging Face and Ollama
Save Big on Coursera Plus. 7,000+ courses at $160 off. Limited Time Only! Grab it Learn how to fine-tune the LLaMA 3.1 AI model using custom data in this comprehensive 15-minute video tutorial. Follow a step-by-step guide to train the 8 billion parameter model, save it on Hugging Face, and deploy it on Ollama. Discover the importance of fine-tuning for custom data, evaluate pre-training and post-training model performance, and master the process of configuring, loading data, and training with SFT Trainer. Gain insights into creating GGUF format, developing Ollama Modelfiles, and testing the model within the Ollama environment. Perfect for businesses aiming to leverage AI with private data, this tutorial offers practical knowledge on creating a custom AI model tailored to specific needs, with enhanced performance and reduced memory usage.