Machine Learning Architect

Tag: NLP

  • 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…