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Accelerating Long-Context Inference with Skip Softmax in NVIDIA TensorRT-LLM
Skip Softmax is a hardware-optimized sparse attention algorithm integrated into NVIDIA TensorRT-LLM that accelerates Large Language Model (LLM) inference by efficiently pruning statistically insignificant data. Designed for NVIDIA Hopper and Blackwell GPU architectures, this method exploits the mathematical property that the exponential of ...
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