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Model	Size	Quant	Device	Engine	Decode(1024→100)	Prefill(1024)	TTFT(1024)	E2E(1024→256)	Peak RAM(1024)	Average Intelligence	Average Intelligence (FP)	IFBench	IFBench (FP)	IFStruct	IFStruct (FP)	GPQA Diamond	GPQA Diamond (FP)	MATH-500	MATH-500 (FP)