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Showing 1 open source project for "cluster computing"

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    Kubeflow Trainer

    Kubeflow Trainer

    Distributed AI Model Training and LLM Fine-Tuning on Kubernetes

    ...The platform supports a wide range of machine learning frameworks, including PyTorch, JAX, Hugging Face, DeepSpeed, and XGBoost, making it highly flexible for different AI use cases. One of its key innovations is the integration of MPI-based distributed computing within Kubernetes, allowing efficient communication between nodes for high-performance training. It also includes advanced scheduling capabilities through integrations with tools like Kueue and Volcano, enabling topology-aware resource allocation and multi-cluster job orchestration.
    Downloads: 9 This Week
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