On Qwen2.5-0.5B-Instruct with a fixed matched workload, TKintegers K5 reached 3,402.85 tokens/s prefill and 26.75 tokens/s decode, versus TorchAO dynamic E4M3 FP8 at 1,061.58 and 8.63.
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