PyTorch Domain Libraries
PyTorch Domain Libraries (torchvision, torchaudio, torchtune)
torchvision, torchaudio, torchtune — the batteries that came with PyTorch
Latest: torchvision/torchaudio track PyTorch 2.13 (July 2026); torchtune final line v0.6, wound down 2025
The official ecosystem around PyTorch: torchvision (datasets, models, transforms for vision, since 2017), torchaudio (audio I/O and pipelines), and torchtune (2024, PyTorch-native LLM fine-tuning). Torchtune development wound down in 2025 with 150+ contributors credited; torchvision and torchaudio still track every PyTorch release. Several repos now live under the meta-pytorch GitHub org.
Why it matters
torchvision and torchaudio are the standard way researchers load datasets, pretrained models and transforms for vision and audio, tracking every PyTorch release since 2017. torchtune brought PyTorch-native LLM fine-tuning recipes before winding down in 2025 with more than 150 contributors credited.
Facts
- Torchtune reached 5.8k stars before winding down in 2025 (see issue #2883, 'The future of torchtune').
- Pretrained torchvision models were the de facto ImageNet backbone zoo for a generation of CV papers.
Try it yourself
torchvision on PyPI ↗ torchaudio on PyPI ↗ torchtune on PyPI ↗
Lineage
Sources
GitHub · vision ↗GitHub · torchtune ↗PyTorch blog ↗