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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 2k 167

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 9.2k 522

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

   Efficient Deep Learning Systems course materials (HSE, YSDA)

   Jupyter Notebook 663 108

4. FMInference/FlexLLMGen FMInference/FlexLLMGen Public

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

   Python 9.2k 549

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

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

   Jupyter Notebook 116 6

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 53 1