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Xiaomi achieved over 1,000 tokens per second inference on its trillion-parameter MiMo-V2.5-Pro-UltraSpeed model using commodity 8-GPU nodes via FP4 quantization and DFlash speculative decoding, outpacing GPT-5.5 and Claude Opus by over 10x.