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prefill_smbu
float64
prefill_smfu
float64
decoding_smbu
float64
decoding_smfu
float64
kv_size
float64
decoding_throughput
float64
prefill_tp
float64
ttft
float64
tpot
float64
exact_match
float64
correct
int64
total
int64
cost
float64
model_name
string
method
string
precision
string
e2e_s
float64
batch_size
int64
gpu_type
string
dataset
string
model_type
string
0.163255
0.002897
0.288016
0.027116
2,828.860067
1,402.86957
1,478.447055
0.067242
0.048451
0.811221
1,070
1,319
15,342.2
Qwen/Qwen3-30B-A3B
sglang
bfloat16
650.12
1
5xRTX A5000
gsm8k
thinking
0.616187
0.040905
0.671695
0.027068
967.951457
599.353998
2,176.333107
0.057978
0.02983
0.457165
603
1,319
7,158.92
Qwen/Qwen1.5-MoE-A2.7B-Chat
sglang
bfloat16
295.91
null
1xRTX A6000
gsm8k
instruct
0.140926
0.001437
0.320366
0.005892
4,033.749704
1,136.774328
1,102.054927
0.092873
0.024498
0.6884
908
1,319
104,052.07
Qwen/Qwen3-235B-A22B-Thinking-2507-FP8
sglang
fp8
728.81
null
2xH200
gsm8k
thinking
0.178495
0.001752
0.338158
0.006024
3,627.284703
1,206.321146
1,344.079539
0.081478
0.022422
0.702805
927
1,319
195,252.11
Qwen/Qwen3-235B-A22B-Thinking-2507
sglang
bfloat16
654.28
null
4xH200
gsm8k
thinking
0.050089
0.000375
0.383759
0.006176
9,510.041884
1,694.303376
575.367769
0.213825
0.026344
0.711903
939
1,319
344,657.14
Qwen/Qwen3-235B-A22B
sglang
bfloat16
1,099.04
null
8xH100
gsm8k
thinking
0.111854
0.001812
0.260047
0.003109
441.661049
638.027283
1,278.344026
0.102821
0.016742
0.53298
703
1,319
21,600.27
Qwen/Qwen3-30B-A3B-Instruct-2507
sglang
bfloat16
333.04
null
4xRTX A6000
gsm8k
instruct
0.08958
0.001176
0.348493
0.020525
2,350.775083
1,701.41349
830.884236
0.12335
0.038886
0.692949
914
1,319
21,600.54
Qwen/Qwen3-30B-A3B-Thinking-2507
sglang
bfloat16
677.63
null
4xRTX A6000
gsm8k
thinking
0.090023
0.001135
0.37876
0.020892
2,865.311679
1,417.494248
803.391382
0.125442
0.033938
0.806672
1,064
1,319
21,600.69
Qwen/Qwen3-30B-A3B
sglang
bfloat16
864.98
null
4xRTX A6000
gsm8k
thinking
0.069852
0.001117
0.314062
0.024781
1,794.97231
1,806.091576
800.771115
0.125366
0.014821
0.809704
1,068
1,319
54,380.91
Qwen/Qwen3-30B-A3B
sglang
bfloat16
575.59
null
2xA100
gsm8k
thinking
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