Xiaomi MiMo-V2.5-Pro-UltraSpeed achieves 1000+ tokens/s on 1T-parameter model
By
gainsurier
Summary
Xiaomi's MiMo-V2.5-Pro-UltraSpeed model, developed in collaboration with TileRT, achieves a breakthrough in AI inference speed — reaching over 1000 tokens per second on a 1-trillion-parameter model using commodity GPUs. The article frames speed as the defining edge of AI intelligence, arguing that ultra-fast reasoning transforms AI from a waiting tool into an extension of human thinking. It highlights extreme model-system codesign as the key enabler of this performance milestone.
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Key quotes
· 3 pulledFrom the first roaring racer of the combustion age to the sonic boom that shattered the sound barrier, humanity's hunger for speed is written into our very DNA.
The speed of AI reasoning is no different — it defines the boundaries of intelligence itself.
When a model is fast enough, it ceases to be a tool you wait on and becomes an extension of your own thinking: responding in real time, iterating in an instant.
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