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CatalogAI / Machine LearningDeepSpeed

DeepSpeed

Microsoft

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A deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

AI / Machine LearningFree
#distributed-training#memory-efficiency##pipeline-parallelism#scalable-inference#deepspeed##tensorflow-distributed#pytorch-distributed#large-language-models###neural-network-training##
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About

DeepSpeed is an open-source deep learning optimization library developed by Microsoft. It simplifies distributed training and inference, enabling researchers and engineers to train models with trillions of parameters efficiently. Designed for machine learning practitioners workin…

Deployment Options

1 stack

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Requirements

500m
4Gi

Stacks

DeepSpeedService

Author

Microsoft

Project page

Tags

#distributed-training#memory-efficiency##pipeline-parallelism#scalable-inference#deepspeed##tensorflow-distributed#pytorch-distributed#large-language-models###neural-network-training##
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