what is llm in generative ai

LLM stands for Large Language Model, which is a type of artificial intelligence (AI) algorithm that uses deep learning techniques and massive data sets to understand, summarize, generate, and predict new content. LLMs are a type of generative AI that has been specifically architected to help generate text-based content. They are machine-learning neural networks trained through data input/output sets, frequently with unlabeled or uncategorized text. LLMs are currently trained on a massive trove of articles, Wikipedia entries, books, internet-based resources, and other input to produce human-like responses to natural language queries. The most well-known example of an LLM is OpenAIs "GPT" series, which stands for "Generative Pre-Trained Transformer". LLMs are used in various industries, including creative writing for marketing, summarizing documents for legal, market research for financial, simulating clinical trials for healthcare, and code writing for software development.