Natural Language Processing (NLP) is revolutionizing the way machines understand, generate, and interact with human language. With applications ranging from chatbots and voice assistants to language translation and text summarization, language models have become essential in modern AI. This guide will walk you through designing and training a language model, focusing on the fundamental concepts […]
How to Design and Train a Language Model: A Beginner’s Guide to Natural Language Processing
November 6, 2024 By Leave a Comment
Unlocking Efficient NLP: A Comprehensive Guide to Retrieval-augmented Generation (RAG)
September 21, 2024 By Leave a Comment
Retrieval-augmented Generation (RAG): A Comprehensive Guide As generative AI models continue to advance, one of the primary challenges they face is the inherent trade-off between creativity and factual accuracy. Traditional generative models like OpenAI’s GPT series, while impressive in generating coherent and contextually rich text, are prone to hallucination—producing information that may seem plausible but is […]