Beginner · Generative AI
GPT (Generative Pre-trained Transformer)
Visual diagram · (in preparation) · Math · (in preparation) · Worked example · 3 difficulty levels.
TL;DR. A family of powerful Transformer-based language models developed by OpenAI, known for their ability to generate human-like text and perform various NLP tasks.
Technical Definition
A family of powerful Transformer-based language models developed by OpenAI, known for their ability to generate human-like text and perform various NLP tasks.
How it works
GPT stands for Generative Pre-trained Transformer, a series of advanced AI models developed by OpenAI. These models are built upon the Transformer architecture and are pre-trained on massive amounts of text data, enabling them to understand and generate coherent, contextually relevant human language. GPT models have demonstrated remarkable capabilities in tasks like text generation, translation, summarization, and question answering.
Related Concepts
- Large Language Model (LLM) — A massive neural network trained on vast text corpora to understand and generate human language with remarkable fluency.
- Natural language processing (NLP) — A field of AI enabling computers to understand, interpret, and generate human language.