Python data-parallelism

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

data-parallelism

  • ColossalAI

    Making large AI models cheaper, faster and more accessible

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

  • Scout Monitoring

    Free Django app performance insights with Scout Monitoring. Get Scout setup in minutes, and let us sweat the small stuff. A couple lines in settings.py is all you need to start monitoring your apps. Sign up for our free tier today.

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  • 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.

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).

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Python data-parallelism related posts

  • Making large AI models cheaper, faster and more accessible

    1 project | news.ycombinator.com | 21 Mar 2024

  • ColossalChat: An Open-Source Solution for Cloning ChatGPT with a RLHF Pipeline

    1 project | news.ycombinator.com | 4 Apr 2023

  • Meet ColossalChat: An Open-Source AI Solution For Cloning ChatGPT With A Complete RLHF Pipeline

    1 project | /r/machinelearningnews | 1 Apr 2023

  • A top AI researcher reportedly left Google for OpenAI after sharing concerns the company was training Bard on ChatGPT data

    1 project | /r/technology | 30 Mar 2023

  • Colossal-AI: open-source RLHF pipeline based on LLaMA pre-trained model

    1 project | news.ycombinator.com | 29 Mar 2023

  • ColossalChat

    1 project | /r/LocalLLaMA | 29 Mar 2023

  • ColossalChat: An Open-Source Solution for Cloning ChatGPT with RLHF Pipeline

    1 project | news.ycombinator.com | 29 Mar 2023
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Index

Project Stars
1 ColossalAI 38,150
2 DeepSpeed 33,306

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