Role of LLMs
A LLM is an artificial intelligence algorithm that can learn language patterns and relationships between words and phrases in textual data. It uses those patterns and relationships to predict a given context's next word or phrase.LLMs, such as GPT-3, are the backbone of intelligent AI chatbots like ChatGPT. Key aspects and concerns of an LLM include:
- Training data: LLMs are trained on vast amounts of text data, such as digital books, articles, and web pages. The LLM uses this data to learn patterns in language (word and position of words in sentences, paragraphs, and articles) and develop the ability to understand and generate human-like text.
- Natural Language Process: These intelligent AI chatbots leverage a NLP system to understand and generate human-like language
- Applications: LLMs have a wide range of applications, including language translation, content generation, text summarization, language generation, answering questions, and more.
- Architecture: LLMs...