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🤗 Transformers provides APIs and tools to easily download and train state-of-the-art pretrained models. Using pretrained models can reduce your compute costs, carbon footprint, and save you the time and resources required to train a model from scratch.
State-of-the-art Machine Learning for JAX, PyTorch and TensorFlow. 🤗 Transformers provides thousands of pretrained models to perform tasks on different modalities such as text, vision, and audio. These models can be applied on: 📝 Text, for tasks like text classification, information extraction, question answering, summarization ...
The models can be used across different modalities such as: 📝 Text: text classification, information extraction, question answering, summarization, translation, and text generation in over 100 languages. 🖼️ Images: image classification, object detection, and segmentation.
Nov 20, 2023 · Hugging Face Transformers offers cutting-edge machine learning tools for PyTorch, TensorFlow, and JAX. This platform provides easy-to-use APIs and tools for downloading and training top-tier pretrained models.
Write With Transformer. This web app, built by the Hugging Face team, is the official demo of the 🤗/transformers repository's text generation capabilities. Star 128,340.
Models. We’re on a journey to advance and democratize artificial intelligence through open source and open science.
The course teaches you about applying Transformers to various tasks in natural language processing and beyond. Along the way, you'll learn how to use the Hugging Face ecosystem — 🤗 Transformers, 🤗 Datasets, 🤗 Tokenizers, and 🤗 Accelerate — as well as the Hugging Face Hub. It's completely free and open-source!
Jan 29, 2024 · Hugging Face Transformers is a well-liked package for PyTorch and TensorFlow-based natural language processing applications. Hugging Face Transformers offers pre-trained models for a range of natural language processing (NLP) activities, including translation, named entity identification, text categorization, and more.
HuggingFace Models is a prominent platform in the machine learning community, providing an extensive library of pre-trained models for various natural language processing (NLP) tasks. These models are part of the HuggingFace Transformers library, which supports state-of-the-art models like BERT, GPT, T5, and many others.
Hugging Face transformers is a platform that provides the community with APIs to access and use state-of-the-art pre-trained models available from the Hugging Face hub.
