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mryab (Max Ryabinin) · GitHub

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  1. learning-at-home/hivemind learning-at-home/hivemind Public

    Decentralized deep learning in PyTorch. Built to train models on thousands of volunteers across the world.

    Python 2.5k 232

  2. bigscience-workshop/petals bigscience-workshop/petals Public

    🌸 Run LLMs at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading

    Python 10.5k 643

  3. efficient-dl-systems efficient-dl-systems Public

    Efficient Deep Learning Systems course materials

    Jupyter Notebook 1k 149

  4. FMInference/FlexLLMGen FMInference/FlexLLMGen Public archive

    Running large language models on a single GPU for throughput-oriented scenarios.

    Python 9.4k 592

  5. yandex-research/DeDLOC yandex-research/DeDLOC Public

    Official code for "Distributed Deep Learning in Open Collaborations" (NeurIPS 2021)

    Jupyter Notebook 119 7

  6. learning-at-home learning-at-home Public

    "Towards Crowdsourced Training of Large Neural Networks using Decentralized Mixture-of-Experts" (NeurIPS 2020), original PyTorch implementation

    Jupyter Notebook 56 1

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