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aiinfra

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A lightweight visualization tool that combines theory-based estimation and simulation to help AI infra engineers size compute, memory, and communication needs for large-model pre-training (especially MoE architectures), and to suggest GPU choices and parallel strategies.输入LLM模型结构参数、训练配置、精度配置、GPU选型、切分策略;输出FLOPs、显存占用、显存吞吐、推荐切分策略、通信量、训练耗时。

  • Updated Dec 22, 2025
  • Python

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