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learning-at-home/hivemind
learning-at-home/hivemind PublicDecentralized deep learning in PyTorch. Built to train models on thousands of volunteers across the world.
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bigscience-workshop/petals
bigscience-workshop/petals Public🌸 Run LLMs at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading
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efficient-dl-systems
efficient-dl-systems PublicEfficient Deep Learning Systems course materials (HSE, YSDA)
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FMInference/FlexGen
FMInference/FlexGen PublicRunning large language models on a single GPU for throughput-oriented scenarios.
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yandex-research/DeDLOC
yandex-research/DeDLOC PublicOfficial code for "Distributed Deep Learning in Open Collaborations" (NeurIPS 2021)
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learning-at-home
learning-at-home Public"Towards Crowdsourced Training of Large Neural Networks using Decentralized Mixture-of-Experts" (NeurIPS 2020), original PyTorch implementation
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