GPT stands for “Generative Pre-trained Transformer”. It is a type of machine learning model developed by OpenAI that uses deep neural networks to generate natural language text.
GPT models are pre-trained on large amounts of text data, such as books, articles, and websites. This pre-training allows the model to learn the statistical patterns and relationships between words and phrases in the text, and to generate new text that is similar in style and content.
GPT models are based on a type of neural network called a transformer, which is particularly well-suited for natural language processing tasks. The transformer uses self-attention mechanisms to analyze the relationships between different words and phrases in the input text, allowing it to generate more accurate and coherent output.
The most recent version of GPT is GPT-3, which has 175 billion parameters and is currently the largest and most powerful language model in existence. GPT-3 has been used for a wide range of applications, from chatbots and virtual assistants to creative writing and content generation.