Understanding and Building GPT Models for Natural Language Processing (leewayhertz.com)

Summary:

• GPT models are deep learning-based language models developed by OpenAI that can perform various natural language processing tasks.
• These models require very few or no examples to understand tasks and can perform at or above the level of state-of-the-art models trained in a supervised fashion.

Key terms:

• GPT model: Generative Pre-trained Transformer, a deep learning-based language model created by OpenAI that can perform various natural language processing tasks.
• Transformer: An artificial neural network capable of handling sequential data such as text, used in GPT models.
• Attention mechanism: A technique used in transformer models to focus on specific parts of a text sequence when making decisions.
• Neural network: A computing system inspired by the structure and function of the human brain, used as the basis for GPT models.
• Natural Language Processing (NLP): A field of artificial intelligence that focuses on the interaction between computers and human language, allowing computers to understand, interpret, and generate human language.

Tags:

Research OpenAI Tools GPT-3 Artificial Intelligence Natural Language Processing Language Model Deep Learning Chatbots Transformer