Hugging Face: Selecting & Using Large Language Models

Navigating the vast landscape of Large Language Models (LLMs) can be challenging, especially when trying to find the perfect fit for your specific needs. This course will guide you through the process of understanding, selecting, and effectively utilizing LLMs with the power of Hugging Face. What you'll learn: * Understand the core concepts and types of Large Language Models (LLMs). * Explore the Hugging Face Hub to discover and evaluate pre-trained LLMs. * Apply practical criteria for selecting the most suitable LLM for different use cases. * Practice loading and interacting with LLMs using the Hugging Face `transformers` library. * Learn basic prompt engineering techniques to optimize LLM performance. * Grasp fundamental ethical considerations and limitations when deploying LLMs. The course begins with foundational LLM theory, then moves to practical exploration of the Hugging Face ecosystem, culminating in hands-on application and best practices for responsible use. This course is designed for absolute beginners with no prior experience in machine learning or Large Language Models. Start your journey into the world of LLMs and Hugging Face today.