X-MoE combines padding-free token buffers, redundancy-bypassing dispatch, and sequence-sharded MoE blocks to train a 545B-parameter DeepSeek-style MoE on 1024 AMD MI250X GPUs.
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X-MoE: Enabling Scalable Training for Emerging Mixture-of-Experts Architectures on HPC Platforms
X-MoE combines padding-free token buffers, redundancy-bypassing dispatch, and sequence-sharded MoE blocks to train a 545B-parameter DeepSeek-style MoE on 1024 AMD MI250X GPUs.