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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 ...
Install 🤗 Transformers for whichever deep learning library you’re working with, setup your cache, and optionally configure 🤗 Transformers to run offline. 🤗 Transformers is tested on Python 3.6+, PyTorch 1.1.0+, TensorFlow 2.0+, and Flax.
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.
README. Apache-2.0 license. The Hugging Face Course. This repo contains the content that's used to create the Hugging Face course. The course teaches you about applying Transformers to various tasks in natural language processing and beyond.
Models. We’re on a journey to advance and democratize artificial intelligence through open source and open science.
This web app, built by the Hugging Face team, is the official demo of the 🤗/transformers repository's text generation capabilities. Star 127,031. Models. 🦄 GPT-2. The almighty king of text generation, GPT-2 comes in four available sizes, only three of which have been publicly made available.
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.
Jan 31, 2024 · The Hugging Face Transformer Library is an open-source library that provides a vast array of pre-trained models primarily focused on NLP. It’s built on PyTorch and TensorFlow, making it incredibly versatile and powerful. One of the first reasons the Hugging Face library stands out is its remarkable user-friendliness.
