model-parallelism

Open-source projects categorized as model-parallelism
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Topics: pipeline-parallelism data-parallelism Inference Deep Learning zero
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model-parallelism Open-Source Projects

  • ColossalAI

    Making large AI models cheaper, faster and more accessible

    • Project mention: FLaNK AI-April 22, 2024 | dev.to | 2024-04-22

  • DeepSpeed

    DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

    • Project mention: Can we discuss MLOps, Deployment, Optimizations, and Speed? | /r/LocalLLaMA | 2023-12-06

    DeepSpeed can handle parallelism concerns, and even offload data/model to RAM, or even NVMe (!?) . I'm surprised I don't see this project used more.

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

    InfluxDB logo
NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

Index

Project Stars
1 ColossalAI 37,911
2 DeepSpeed 32,739

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