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Scaling Large Language Model (LLM) training relies on multi-dimensional parallelism, where High-Bandwidth Domains (HBDs) are critical for communication-intensive parallelism like Tensor Parallelism.
Megatron-LM: Training Multi-Billion Parameter Language Models Using Model Parallelism
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