benchmarks.md

投机采样Benchmark

Eagle3

Qwen3 Series Models

		MT-bench		HumanEval		GSM8K		Alpaca		Mean
	Model	Speedup	τ	Speedup	τ	Speedup	τ	Speedup	τ	Speedup	τ
	Qwen3-1.7B	2.05x	2.81	2.07x	2.93	2.11x	2.98	1.93x	2.69	2.04x	2.85
	Qwen3-4B	2.21x	3.01	2.36x	3.24	2.42x	3.13	2.32x	2.75	2.33x	3.03
Temperature=0	Qwen3-8B	2.63x	3.65	2.76x	3.85	2.82x	3.90	2.62x	3.48	2.70x	3.72
	Qwen3-14B	2.23x	3.30	2.53x	3.74	2.56x	3.79	2.16x	3.13	2.37x	3.49
	Qwen3-32B	2.39x	2.78	2.37x	2.81	2.47x	2.92	2.42x	2.53	2.41x	2.76
	Qwen3-30B-A3B	2.84x	3.63	2.27x	3.09	2.64x	3.42	2.83x	3.56	2.64x	3.42
	Qwen3-1.7B	1.74x	2.53	1.86x	2.70	1.82x	2.69	1.93x	2.46	1.75x	2.60
	Qwen3-4B	1.93x	2.60	2.00x	2.84	2.11x	2.82	2.34x	2.50	1.75x	2.69
Temperature=1	Qwen3-8B	1.98x	2.75	2.25x	3.11	2.31x	3.15	2.10x	2.76	2.90x	2.94
	Qwen3-14B	1.71x	2.61	1.95x	2.87	2.04x	3.08	1.68x	2.55	2.90x	2.78
	Qwen3-32B	1.62x	1.91	1.71x	2.05	1.78x	2.10	1.80x	1.95	1.62x	2.00
	Qwen3-30B-A3B	1.91x	2.46	2.00x	2.64	1.90x	2.53	1.80x	2.32	1.90x	2.48

Hunyuan Series Models

		MT-bench		HumanEval		GSM8K		Alpaca		Mean
	Model	Speedup	τ	Speedup	τ	Speedup	τ	Speedup	τ	Speedup	τ
	Hunyuan-1.8B	1.97x	2.90	2.58x	3.73	2.61x	3.71	1.71x	2.43	2.22x	3.19
Temperature=0	Hunyuan-4B	1.77x	2.60	2.64x	3.35	2.14x	3.17	1.72x	2.57	2.07x	2.92
	Hunyuan-7B	2.22x	3.58	3.59x	5.47	2.96x	4.68	1.64x	2.56	2.60x	4.07
	Hunyuan-1.8B	1.58x	2.36	2.35x	3.56	2.23x	3.38	1.26x	1.87	1.86x	2.79
Temperature=1	Hunyuan-1.8B	1.36x	2.05	1.97x	2.86	1.72x	2.68	1.14x	1.76	1.55x	2.34
	Hunyuan-1.8B	1.90x	3.11	3.12x	5.09	2.74x	4.34	1.47x	2.39	2.31x	3.73