SOURCE REVIEWED / 2026-10-28
Transformers
Load and adapt supported text, vision and speech architectures.
Where it fits
Python · supported accelerators
🤗 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.
License and practical limits
Apache-2.0. Each model has separate licensing, memory and runtime requirements.
Source reviewed; not independently installed in this review. No cloud service or hardware purchase is required to read the source.
Repository snapshot
168,278 stars and 35,015 forks when checked October 28, 2026. These numbers change and are not a security or quality endorsement.
Read the official repository ↗
Before you run it
Read installation requirements and release notes, verify the download source, and keep your own projects backed up. Review third-party plugins and model licenses separately.