Custom RAG Pipelines and LLM Fine-Tuning - A Gradient Tutorial
Save Big on Coursera Plus. 7,000+ courses at $160 off. Limited Time Only! Grab it Explore the development of a custom RAG pipeline using a fine-tuned, 13B parameter open-source model that mimics Yoda's speech style in this comprehensive tutorial video. Discover valuable engineering tips for deploying fine-tuned models within RAG pipelines and learn efficient model fine-tuning techniques using Gradient's platform. Gain insights into the technical overview, open-source model selection, Gradient workspace setup, fine-tuning process, LoRA explanation, hyper-parameter optimization, and testing of both the fine-tuned model and RAG pipeline. Access complementary resources including a blog post, GitHub repository, and additional learning materials to deepen your understanding of AI, Data Science, and Large Language Models.