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PyTorch on Kubernetes: Kubeflow Trainer Joins the PyTorch Ecosystem

PyTorch Blog · published 28 July 2025

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Links from this post

Link
Host
https://github.com/kubeflow/trainer
github.com
https://github.com/hiyouga/LLaMA-Factory
github.com
https://github.com/unslothai/unsloth
github.com
https://github.com/huggingface/trl
github.com
https://github.com/kubeflow/community/pull/864
github.com
https://kueue.sigs.k8s.io/
kueue.sigs.k8s.io
https://github.com/kubernetes-sigs/scheduler-plugins/blob/master/pkg/coscheduling/README.md
github.com
https://volcano.sh/en/
volcano.sh
https://github.com/NVIDIA/KAI-Scheduler
github.com
https://www.deepspeed.ai/
deepspeed.ai
https://ml-explore.github.io/mlx/build/html/usage/distributed.html
ml-explore.github.io
https://kubernetes.io/docs/concepts/workloads/controllers/job/
kubernetes.io
https://jobset.sigs.k8s.io
jobset.sigs.k8s.io
https://github.com/kubeflow/trainer?tab=readme-ov-file
github.com
https://kubernetes.io/docs/tasks/tools/install-kubectl-macos/
kubernetes.io
https://kind.sigs.k8s.io/docs/user/quick-start
kind.sigs.k8s.io
https://github.com/kubeflow/sdk/issues/22
github.com
https://github.com/kubernetes-sigs/kueue/issues/3884
github.com
https://github.com/kubeflow/trainer/pull/2663
github.com
https://github.com/kubeflow/trainer/pull/2672
github.com
https://github.com/kubeflow/trainer/pull/2643
github.com
https://github.com/kubeflow/trainer/issues/2245
github.com
https://blog.kubeflow.org/trainer/intro/
blog.kubeflow.org
https://github.com/kubeflow/trainer/releases/tag/v2.0.0
github.com
https://www.kubeflow.org/docs/components/trainer/overview/
kubeflow.org
https://www.kubeflow.org/docs/about/community/
kubeflow.org
https://docs.google.com/document/d/1MChKfzrKAeFRtYqypFbMXL6ZIc_OgijjkvbqmwRV-64/edit?tab=t.0
docs.google.com
https://github.com/kubeflow/trainer/issues/new?template=feature_request.yaml
github.com
https://blog.kubeflow.org/
blog.kubeflow.org
https://www.kubeflow.org/events/upcoming-events/
kubeflow.org
https://github.com/kubeflow/sdk
github.com
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