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Panel Discussion: Training and Inference at Planet ScaleAI Infra Summit at PyTorch Conference 20252025-10-21
Panel covers concrete engineering moves: using five- or six-dimensional parallelism and mixture-of-experts sharding, splitting prefill vs decode into separate…
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AlpaServe: Statistical Multiplexing with Model Parallelism for Deep Learning ServingOSDI 20232023-07-10
AlpaServe uses model parallelism not just to fit big models but to statistically multiplex GPUs across many models, trading partition overhead for burst…
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