A validated analytical framework predicts distributed LLM training and inference time plus chiplet manufacturing cost across parallelism, attention, MoE, and network options.
DeepSpeed-MoE: Advancing mixture-of- experts inference and training to power next-generation AI scale,
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System-performance and cost modeling of Large Language Model training and inference
A validated analytical framework predicts distributed LLM training and inference time plus chiplet manufacturing cost across parallelism, attention, MoE, and network options.