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transformers

PyPIv5.14.1

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.

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Overview

transformers is an PyPI package that 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. The latest version is 5.14.1, released under the Apache 2.0 License license.

Who should use it

Teams working in the PyPI ecosystem who need 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 and value a focused solution.

When not to use it

Consider an alternative if you need to have first-class TypeScript types out of the box, or if a more actively-maintained option better fits your PyPI stack.

Pros

  • Clear open-source license (Apache 2.0 License).

Cons

  • No bundled TypeScript types (may require a separate @types package).

Auto-generated from collected registry metadata. No external claims are inferred.

Relationship graph

Dependencies (left) and dependents (right) of transformers.

numpyhuggingface-hubpackagingtqdmtypertokenizerssafetensorsregextransformers
transformers dependencies dependents

Dependencies

Runtime (9)

huggingface-hub <2.0,>=1.5.0numpy >=1.17packaging >=20.0pyyaml >=5.1regex >=2025.10.22safetensors >=0.8.0tokenizers <=0.23.0,>=0.22.0tqdm >=4.60typer

Version history

VersionPublishedLicense
5.14.1latest3 days agoApache 2.0 License
5.14.03 days agoApache 2.0 License
5.13.18 days agoApache 2.0 License
5.13.015 days agoApache 2.0 License
5.10.41 month agoApache 2.0 License
5.12.11 month agoApache 2.0 License
5.12.01 month agoApache 2.0 License
5.11.01 month agoApache 2.0 License
5.10.21 month agoApache 2.0 License
5.10.11 month agoApache 2.0 License
5.10.01 month agoApache 2.0 License
5.9.01 month agoApache 2.0 License
5.8.12 months agoApache 2.0 License
5.8.02 months agoApache 2.0 License
5.7.02 months agoApache 2.0 License
5.6.22 months agoApache 2.0 License
5.6.12 months agoApache 2.0 License
5.6.02 months agoApache 2.0 License
5.5.43 months agoApache 2.0 License
5.5.33 months agoApache 2.0 License

Maintainers

The Hugging Face team (past and future) with the help of all our contributors (https://github.com/huggingface/transformers/graphs/contributors)

Keywords

machine-learning nlp python pytorch transformer llm vlm deep-learning inference training model-hub pretrained-models llama gemma qwen

Frequently asked questions

How do I install transformers?

Run `pip install transformers` to add transformers to your PyPI project.

What license is transformers released under?

transformers is distributed under the Apache 2.0 License license.

How popular is transformers?

transformers has approximately 0 downloads per week.