1 repo
Awesome GitHub RepositoriesDistributed Inference Services
Systems for scaling inference workloads across multiple compute nodes.
Distinguishing note: Focuses on distributed serving, distinct from single-node inference.
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Awesome Distributed Inference Services GitHub Repositories
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- hpcaitech/ColossalAI
hpcaitech/ColossalAI
41,349View on GitHubColossalAI is a distributed deep learning framework designed for training and deploying massive artificial intelligence models across clusters of hardware accelerators. It functions as a parallel computing engine that partitions model workloads and data across multiple processors to maximize memory efficiency and throughput. The platform distinguishes itself through a comprehensive suite of parallelization strategies, including multi-dimensional tensor parallelism and pipeline-based model parallelism, which segment neural network layers and stages across devices. To support large-scale genera
Distributes large model workloads across multiple processors using parallel computing strategies to handle high volumes of traffic.
Pythonaibig-modeldata-parallelism
