huggingface/transformers
# 🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.
$ git clone https://github.com/huggingface/transformers.git
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Python
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Apache License 2.0
What is huggingface/transformers?
Transformers is a Python library that provides pre-built implementations of state-of-the-art machine learning models for tasks involving text, images, audio, and combinations of these modalities. Developers use it to quickly integrate these models into their applications for inference or fine-tune them on custom datasets without building model architectures from scratch. It supports popular frameworks like PyTorch and includes a model hub with thousands of pre-trained models across NLP, computer vision, speech, and multimodal domains.
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2,437 open issues · last updated Jul 21, 2026