A simulation study argues that flat optical networks with uniform bandwidth improve LLM training throughput and reduce tuning sensitivity compared to two-tier networks.
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Scaling Intelligence: Designing Data Centers for Next-Gen Language Models
A simulation study argues that flat optical networks with uniform bandwidth improve LLM training throughput and reduce tuning sensitivity compared to two-tier networks.