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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.
🤗 transformers is a library maintained by Hugging Face and the community, for state-of-the-art Machine Learning for Pytorch, TensorFlow and JAX. It provides thousands of pretrained models to perform tasks on different modalities such as text, vision, and audio.
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.
Faster examples with accelerated inference. Switch between documentation themes. to get started. 🤗 Transformers. State-of-the-art Machine Learning for PyTorch, TensorFlow and JAX. 🤗 Transformers provides APIs to easily download and train state-of-the-art pretrained models.
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 ...
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.
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.
This web app, built by the Hugging Face team, is the official demo of the 🤗/transformers repository's text generation capabilities. Star 127,968. 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.
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.
The AI community building the future. The platform where the machine learning community collaborates on models, datasets, and applications. Trending on this week. Models. stabilityai/stable-diffusion-3-medium. Updated 10 days ago • 2.85M • 2.93k. microsoft/Florence-2-large. Updated 3 days ago • 44.9k • 629. CAMB-AI/MARS5-TTS.
