Category: Transfomers

  • Using a Transformer for building conversational chatbots

    Transformers for Conversational Chatbots Transformers, particularly models like GPT (Generative Pre-trained Transformer), have revolutionized conversational chatbots with their ability to understand and generate human-like text. Here’s how you would use a Transformer for building and deploying conversational chatbots: 1. Understanding Transformers: Transformers are a type of deep learning model designed to handle sequential data by…

  • Use Case – Text Generation, NLP, Sentiment Analysis – Transformers

    Transformers BERT (Bidirectional Encoder Representations from Transformers): Used for a variety of NLP tasks like sentiment analysis and question answering. GPT (Generative Pre-trained Transformer): Used for text generation and completion tasks. Vision Transformers (ViT): Adapted for image classification tasks, where the image is divided into patches that the transformer processes as sequences.Architecture: Self-Attention Mechanism: The…