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Transformers (Hugging Face)

State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

#NLP#Computer Vision#Audio#Foundation Models

Overview

Transformers provides thousands of pretrained models to perform tasks on different modalities such as text, vision, and audio. It’s the standard for using deep learning models from the community.

Features

  • Multi-Modal: Work with text, images, and audio seamlessly.
  • Framework Agnostic: First-class support for PyTorch, TensorFlow, and JAX.
  • Model Hub Integration: Ease of sharing and using models via the Hugging Face Hub.

Use Cases

  • Implementing LLMs for chat and text generation.
  • Zero-shot image classification and object detection.
  • Audio transcriptions and translation.