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Fully Sharded Data Parallelism · Awesome GitHub Repositories

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Awesome GitHub RepositoriesFully Sharded Data Parallelism

Memory-efficient training technique that shards model parameters, gradients, and optimizer states across data-parallel processes.

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  • pytorch/pytorch

    pytorch/pytorch

    97,601GitHubView on GitHub↗

    PyTorch is a machine learning framework centered on a GPU-ready tensor library that supports multi-dimensional array operations across both CPU and accelerator hardware. It provides a foundational infrastructure for mathematical computation and dynamic neural network construction, utilizing a tape-based automatic diffe

    Pythonautograddeep-learninggpu