1.deepspeedai / DeepSpeedDeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.deep-learningpytorchgpumachine-learningbillion-parametersdata-parallelism+7 morePythonAPACHE-2.043K total5.1K forks+1,292 starsfrom 41,989 · score 7.16
2.bigscience-workshop / petals🌸 Run LLMs at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloadingbloomdeep-learningdistributed-systemslanguage-modelslarge-language-modelsmachine-learning+14 morePythonMIT11K total650 forks+633 starsfrom 10,046 · score 6.45
3.hpcaitech / ColossalAIMaking large AI models cheaper, faster and more accessibledeep-learninghpclarge-scaledata-parallelismpipeline-parallelismmodel-parallelism+6 morePythonAPACHE-2.041K total4.5K forks+307 starsfrom 41,126 · score 5.73