Why Large Language Models Hallucinate

Large Language Models course, in this course we will embark on an exploration of Large Language Models, cutting-edge artificial intelligence systems revolutionizing natural language processing. Large Language Models, or LLMs, represent a breakthrough in deep learning, enabling machines to understand and generate human-like text with unprecedented accuracy and fluency. Throughout this course, we will delve into the architecture, capabilities, and applications of LLMs, uncovering their potential to transform various domains, from content generation and translation to sentiment analysis and conversational agents. We will examine the underlying principles of LLMs, including pre-training techniques, fine-tuning strategies, and ethical considerations. Through hands-on exercises and real-world examples, you will gain practical skills in leveraging LLMs to tackle diverse linguistic tasks and enhance human-computer interaction. By the end of the course, you will be equipped with the knowledge and tools to harness the power of Large Language Models and drive innovation in natural language processing.