LLM Ecosystem: A Comprehensive Guide to Large Language Models and AI
Explore a comprehensive video guide from April 2023 that delves into the Large Language Models (LLM) ecosystem, covering major models from GPT-3.5 and GPT-4 to T5, Flan-T5, LLama, Alpaca, and KOALA LLM. Learn about various training approaches including in-context learning (ICL), adapter fine-tuning, PEFT LoRA, and classical fine-tuning techniques. Understand how to select appropriate datasets for specific LLM applications and gain insights into the essential components of AI ecosystem development. Master the fundamentals of processing large-scale data and implementing sophisticated AI applications through detailed explanations and practical examples. While the newly released open-source DOLLY 2.0 LLM is not covered in this main video, access additional information about this model through a supplementary video link provided.