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Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
TorchX is a universal job launcher for PyTorch applications. TorchX is designed to have fast iteration time for training/research and support for E2E production ML pipelines when you're ready.
| Date | Stars |
|---|---|
| 2026-07-24 | 427 |
| 2026-07-25 | 427 |
| 2026-07-28 | 427 |
| 2026-07-30 | 427 |
| 2026-08-06 | 427 |
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[](https://pypi.org/project/torchx/) [](https://github.com/meta-pytorch/torchx/blob/main/LICENSE)   [](https://codecov.io/gh/pytorch/torchx) # TorchX TorchX is a universal job launcher for PyTorch applications. TorchX is designed to have fast iteration time for training/research and support for E2E production ML pipelines when you're ready. TorchX currently supports: * Kubernetes (EKS, GKE, AKS, etc) * Slurm * AWS Batch * Docker * Local Need a scheduler not listed? [Let us know!](https://github.com/meta-pytorch/torchx/issues?q=is%3Aopen+is%3Aissue+label%3Ascheduler-request) ## Quickstart See the [quickstart guide](https://meta-pytorch.org/torchx/latest/quickstart.html). ## Documentation * [Stable Documentation](https://meta-pytorch.org/torchx/latest/) * [Nightly Documentation](https://meta-pytorch.org/torchx/main/) ## Requirements torchx: * python3 (3.8+) * [PyTorch](https://pytorch.org/get-started/locally/) * optional: [Docker](https://docs.docker.com/get-docker/) (needed for docker based schedulers) Certain schedulers may require scheduler specific requirements. See installation for info. ## Installation ### Stable ```bash # install torchx sdk and CLI -- minimum dependencies pip install torchx # install with all dependencies pip install "torchx[dev]" # install torchx Kubernetes / Volcano support pip install "torchx[kubernetes]" # install torchx GCP Batch support pip install "torchx[gcp_batch]" ``` ### Nightly ```bash # install torchx sdk and CLI pip install torchx-nightly[dev] ``` ### Source (Development) ```bash # clone the repo git clone https://github.com/meta-pytorch/torchx.git cd torchx # install with uv (recommended for development) uv sync --extra dev # or with pip pip install -e ".[dev]" ``` ### Docker TorchX provides a docker container for using as as part of a TorchX role. See: https://github.com/meta-pytorch/torchx/pkgs/container/torchx ## Contributing We welcome PRs! See the [CONTRIBUTING](https://github.com/meta-pytorch/torchx/blob/main/CONTRIBUTING.md) file. ## License TorchX is BSD licensed, as found in the [LICENSE](https://github.com/meta-pytorch/torchx/blob/main/LICENSE) file.
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Read on GitHubWould you bet a product on this? Bounded 0–100 and slow moving.
matched fp:fc6fd5b275e16ff3, topic:kubernetes, topic:ray, topic:slurm
matched fp:fc6fd5b275e16ff3, topic:deep-learning, topic:pytorch, topic:distributed-training