The tech behide GPT
Generative Pre-trained Transformer (GPT) : GPT is an advanced machine learning framework developed by OpenAI . It builds upon a seminal paper by Ashish Vaswani and others at Google. The core idea is to pre-train a large neural network on a massive amount of text data, enabling it to learn language patterns, context, and semantics. Transformer Architecture : The foundation of GPT lies in the transformer architecture . Transformers use self-attention mechanisms to process input sequences in parallel, capturing long-range dependencies effectively. This architecture allows GPT to handle context and contextually generate coherent text. Natural Language Processing (NLP) : GPT leverages NLP techniques to understand and generate human-like text. It translates human language into something that computers can process. NLP components include tokenization, embeddings, attention mechanisms, and language modeling. Transfer Learning : GPT employs transfer learning , a powerful technique. Durin