mode
stringclasses
3 values
rate
float64
0.18
17.2
request_count
int64
20
5.9k
error_count
int64
0
0
total_count
int64
20
5.9k
start_time
float64
1.73B
1.73B
end_time
float64
1.73B
1.73B
duration
float64
39.4
480
completed_request_rate
float64
0.04
17.2
request_latency
float64
1.59
137
request_latency_percentiles
stringlengths
126
141
time_to_first_token
float64
31.3
123k
time_to_first_token_percentiles
stringlengths
133
152
inter_token_latency
float64
5.81
407
inter_token_latency_percentiles
stringlengths
142
160
output_token_throughput
float64
12.5
4.73k
prompt_token
float64
256
256
prompt_token_percentiles
stringclasses
31 values
output_token
float64
132
410
output_token_percentiles
stringlengths
33
85
overloaded
bool
1 class
data
stringclasses
1 value
data-type
stringclasses
1 value
max-seconds
int64
240
480
model
stringclasses
14 values
target
stringclasses
5 values
hardware
stringclasses
11 values
project
stringclasses
4 values
synchronous
null
32
0
32
1,728,214,296.795732
1,728,214,775.66324
478.867508
0.066824
14.963843
[8.857271094322204, 9.204595005512237, 9.328237199783326, 12.529898166656494, 22.02611036300659, 26.60885694026947, 28.279245941638948]
204.807788
[0.18649996757507326, 0.1948789358139038, 0.19684257507324218, 0.20354914665222168, 0.21238417625427247, 0.21430844068527222, 0.24238283634185795]
49.312255
[0.03919095993041992, 0.048305082321166995, 0.048757505416870114, 0.04941987991333008, 0.050254106521606445, 0.05112900733947751, 0.05945338249206542]
19.999269
256.1875
[256.0, 256.0, 256.0, 257.0, 257.69]
299.28125
[175.48, 182.65, 250.0, 534.35, 569.73]
false
prompt_tokens=256,generated_tokens=1024
emulated
480
meta-llama/Meta-Llama-3.1-405B-Instruct
http://localhost:8000/v1
h100x1
LLM reference/Benchmarking
throughput
null
160
0
160
1,728,214,777.457782
1,728,214,829.126224
51.668442
3.096668
32.495962
[18.22386271238327, 21.56606823205948, 24.01985046863556, 30.89805495738983, 43.80322060585022, 45.9721754193306, 50.617802181243896]
3,612.045397
[0.27212454319000245, 0.46191529035568235, 0.6660287618637085, 3.582524061203003, 6.468007183074951, 6.85135462284088, 7.187222876548767]
104.78751
[0.05805273056030273, 0.07287799119949341, 0.07843513488769531, 0.10005342960357666, 0.14995191097259508, 0.17267355918884275, 0.2465396499633789]
854.099684
256.1875
[256.0, 256.0, 256.0, 257.04999999999995, 258.0]
275.8125
[121.62, 157.8, 247.5, 458.19999999999993, 519.23]
false
prompt_tokens=256,generated_tokens=1024
emulated
480
meta-llama/Meta-Llama-3.1-405B-Instruct
http://localhost:8000/v1
h100x1
LLM reference/Benchmarking
asynchronous
0.403474
185
0
185
1,728,214,831.607285
1,728,215,303.244162
471.636877
0.392251
17.305372
[8.217562599182129, 10.23353624343872, 11.15374264717102, 15.27626895904541, 26.714838266372677, 31.57546100616454, 44.37631713867186]
207.756055
[0.17740804672241212, 0.18092408180236816, 0.18246870040893554, 0.20584940910339355, 0.22938990592956543, 0.23314886093139647, 0.26581200599670357]
61.025656
[0.045844531059265135, 0.055940210819244385, 0.056920766830444336, 0.058669090270996094, 0.06201064586639404, 0.06569832563400269, 0.16677652597427378]
109.895987
256.091892
[256.0, 256.0, 256.0, 257.0, 258.0]
280.167568
[132.84, 164.4, 248.0, 504.99999999999983, 723.3999999999999]
false
prompt_tokens=256,generated_tokens=1024
emulated
480
meta-llama/Meta-Llama-3.1-405B-Instruct
http://localhost:8000/v1
h100x1
LLM reference/Benchmarking
asynchronous
0.740123
343
0
343
1,728,215,314.539914
1,728,215,788.585232
474.045318
0.72356
19.491972
[8.679027538299561, 11.472486686706542, 12.925621843338012, 17.482695817947388, 30.085109901428222, 34.587445592880236, 44.84961757183063]
211.58476
[0.17631856918334962, 0.18156640529632567, 0.18467216491699218, 0.2100679874420166, 0.23482871055603027, 0.2406533479690552, 0.2545842599868774]
69.103634
[0.05012627601623535, 0.059359383583068845, 0.06215658187866211, 0.06425356864929199, 0.06770706176757812, 0.14669904708862302, 0.17093702793121338]
201.858338
256.125364
[256.0, 256.0, 256.0, 257.0, 258.0]
278.979592
[124.52, 163.1, 250.0, 497.4999999999999, 635.7399999999984]
false
prompt_tokens=256,generated_tokens=1024
emulated
480
meta-llama/Meta-Llama-3.1-405B-Instruct
http://localhost:8000/v1
h100x1
LLM reference/Benchmarking
asynchronous
1.076772
491
0
491
1,728,215,792.859185
1,728,216,267.878088
475.018904
1.033643
21.072021
[9.320459175109864, 12.438408493995667, 13.930569648742676, 18.845508337020874, 32.338295221328735, 35.55612671375275, 48.59005365371706]
218.045401
[0.18040034770965577, 0.1872957944869995, 0.19078588485717773, 0.21670937538146973, 0.2448561191558838, 0.25049686431884766, 0.2667886257171631]
75.353613
[0.05170082569122315, 0.06142430305480957, 0.0649569034576416, 0.06708168983459473, 0.07949635982513424, 0.16919680833816528, 0.17727245092391972]
286.041248
256.136456
[256.0, 256.0, 256.0, 257.0, 258.0]
276.731161
[121.0, 162.0, 246.0, 464.0, 652.0]
false
prompt_tokens=256,generated_tokens=1024
emulated
480
meta-llama/Meta-Llama-3.1-405B-Instruct
http://localhost:8000/v1
h100x1
LLM reference/Benchmarking
asynchronous
1.413421
648
0
648
1,728,216,269.876768
1,728,216,748.844338
478.96757
1.35291
23.804032
[8.996525478363036, 12.88015480041504, 15.187271332740783, 21.13671374320984, 36.85476257801058, 42.9809507369995, 56.01375675201413]
229.362177
[0.187197003364563, 0.19268964529037474, 0.19808294773101806, 0.22711396217346191, 0.25720927715301517, 0.264093279838562, 0.28910593748092617]
86.194254
[0.054936513900756836, 0.06521031856536866, 0.06736464500427246, 0.07532310485839844, 0.1708225727081299, 0.17737936973571777, 0.1851193904876709]
369.977032
256.151235
[256.0, 256.0, 256.0, 257.0, 258.0]
273.467593
[107.23, 153.35, 244.0, 497.29999999999995, 637.8399999999992]
false
prompt_tokens=256,generated_tokens=1024
emulated
480
meta-llama/Meta-Llama-3.1-405B-Instruct
http://localhost:8000/v1
h100x1
LLM reference/Benchmarking
asynchronous
1.750071
792
0
792
1,728,216,752.031726
1,728,217,228.583447
476.55172
1.661939
27.325863
[8.904257338047028, 15.805796122550966, 17.23156681060791, 24.04658591747284, 42.34674599170685, 48.769424927234624, 64.15872958183296]
239.675636
[0.19145903825759888, 0.19965299367904663, 0.2052941083908081, 0.23893320560455322, 0.2709174871444702, 0.27882531881332395, 0.33021413087845175]
95.275581
[0.05940849304199219, 0.06829023361206055, 0.07513928413391113, 0.07881379127502441, 0.17948002815246583, 0.18360495567321777, 0.1903733444213867]
472.404128
256.165404
[256.0, 256.0, 256.0, 257.0, 258.0]
284.248737
[106.73, 165.0, 249.5, 505.0, 679.2700000000001]
false
prompt_tokens=256,generated_tokens=1024
emulated
480
meta-llama/Meta-Llama-3.1-405B-Instruct
http://localhost:8000/v1
h100x1
LLM reference/Benchmarking
asynchronous
2.08672
938
0
938
1,728,217,234.947536
1,728,217,707.880724
472.933188
1.983367
29.344448
[12.402655844688416, 16.71050708293915, 18.71298131942749, 26.28287696838379, 45.47963171005251, 51.63501307964325, 65.32719870805741]
247.618603
[0.19399837732315064, 0.20521876811981202, 0.21060738563537598, 0.24722957611083984, 0.28236107826232915, 0.29075007438659667, 0.37150046825408933]
104.499154
[0.05735210657119751, 0.07080268859863281, 0.07706499099731445, 0.08297324180603027, 0.18572778701782228, 0.18949805498123168, 0.1996408748626709]
552.234452
256.144989
[256.0, 256.0, 256.0, 257.0, 258.0]
278.432836
[124.96000000000001, 158.0, 249.5, 488.0, 611.0]
false
prompt_tokens=256,generated_tokens=1024
emulated
480
meta-llama/Meta-Llama-3.1-405B-Instruct
http://localhost:8000/v1
h100x1
LLM reference/Benchmarking
asynchronous
2.423369
1,081
0
1,081
1,728,217,710.053979
1,728,218,189.20297
479.148991
2.256083
33.460512
[13.335144233703613, 18.423753023147583, 21.73530077934265, 30.189072608947754, 52.44820809364319, 58.96019196510315, 75.00528521537792]
258.276547
[0.19858722686767577, 0.2121570110321045, 0.21755218505859375, 0.25458383560180664, 0.29796624183654785, 0.3119237422943115, 0.3961355209350612]
118.534826
[0.061548595428466794, 0.07545833587646485, 0.08259625434875488, 0.0902717113494873, 0.19466328620910645, 0.1987150192260742, 0.21652351379394558]
631.949573
256.153562
[256.0, 256.0, 256.0, 257.0, 258.0]
280.109158
[111.0, 158.0, 253.0, 486.0, 627.2000000000003]
false
prompt_tokens=256,generated_tokens=1024
emulated
480
meta-llama/Meta-Llama-3.1-405B-Instruct
http://localhost:8000/v1
h100x1
LLM reference/Benchmarking
asynchronous
2.760019
1,208
0
1,208
1,728,218,190.353364
1,728,218,668.679833
478.326469
2.525472
37.54533
[15.21490828037262, 21.18393931388855, 24.321810388565062, 33.889564871788025, 58.59003584384918, 66.01752440929413, 86.1056318497658]
276.984892
[0.2029448366165161, 0.22162263393402098, 0.22860205173492432, 0.2717694044113159, 0.32006399631500243, 0.3361303210258483, 0.5612562704086312]
135.620421
[0.06321460008621216, 0.07889999151229858, 0.08562359809875489, 0.09825766086578369, 0.20998835563659668, 0.21573609113693232, 0.2352467012405395]
693.890097
256.138245
[256.0, 256.0, 256.0, 257.0, 258.0]
274.756623
[112.0, 160.0, 248.0, 480.2999999999997, 618.8600000000001]
false
prompt_tokens=256,generated_tokens=1024
emulated
480
meta-llama/Meta-Llama-3.1-405B-Instruct
http://localhost:8000/v1
h100x1
LLM reference/Benchmarking
asynchronous
3.096668
1,328
0
1,328
1,728,218,669.278005
1,728,219,149.268664
479.990659
2.766721
47.709741
[19.7560418176651, 25.809646809101107, 29.146911573410033, 42.991650342941284, 75.75065064430235, 83.63731098175045, 107.43539230585102]
312.656705
[0.19644660711288453, 0.23057940006256103, 0.2442427396774292, 0.3046903610229492, 0.3810951471328735, 0.41030771732330285, 0.6574120163917543]
169.911996
[0.06343036651611328, 0.08754305839538574, 0.09656147956848145, 0.1902601718902588, 0.23540797233581545, 0.24364628791809081, 0.39314256668090813]
771.708768
256.137801
[256.0, 256.0, 256.0, 257.0, 258.0]
278.925452
[116.35, 157.35000000000002, 248.0, 482.0, 626.7900000000004]
false
prompt_tokens=256,generated_tokens=1024
emulated
480
meta-llama/Meta-Llama-3.1-405B-Instruct
http://localhost:8000/v1
h100x1
LLM reference/Benchmarking
synchronous
null
20
0
20
1,728,048,817.210831
1,728,049,272.453852
455.243021
0.043933
22.761157
[3.2625116991996768, 8.54117044210434, 13.79559407234192, 20.224534153938293, 38.2021945476532, 40.86244401931763, 45.60390378952025]
452.227247
[0.2267281723022461, 0.23251781463623047, 0.23671882152557372, 0.5003228187561035, 0.5528391838073731, 0.5608259558677674, 0.6672021174430846]
78.521811
[0.06811779975891114, 0.07448868751525879, 0.07744574546813965, 0.07860195636749268, 0.07999131679534913, 0.08485825061798095, 0.08933753490447999]
12.481246
256.05
[256.0, 256.0, 256.0, 256.05, 256.81]
284.1
[39.34, 104.7, 252.0, 505.3500000000001, 571.4699999999999]
false
prompt_tokens=256,generated_tokens=1024
emulated
480
meta-llama/Meta-Llama-3.1-405B-Instruct
http://localhost:8000/v1
a100x1
LLM reference/Benchmarking
throughput
null
100
0
100
1,728,049,297.885447
1,728,049,378.964327
81.07888
1.233367
43.355346
[22.01675694704056, 27.687616491317748, 32.503839230537416, 40.66906821727753, 59.14696152210236, 61.338681924343106, 78.4723799109459]
4,581.000292
[0.4606775808334351, 0.7412521958351136, 1.050804114341736, 4.563249826431274, 8.115540504455566, 8.429304385185242, 9.502994990348817]
138.666736
[0.08646009922027588, 0.10191822052001953, 0.11032803058624267, 0.13063275814056396, 0.139495849609375, 0.3131468176841736, 0.3421281385421753]
345.071367
256.21
[256.0, 256.0, 256.0, 257.0, 258.0]
279.78
[116.24, 152.8, 251.5, 453.1, 632.4000000000002]
false
prompt_tokens=256,generated_tokens=1024
emulated
480
meta-llama/Meta-Llama-3.1-405B-Instruct
http://localhost:8000/v1
a100x1
LLM reference/Benchmarking
asynchronous
0.176092
79
0
79
1,728,049,378.966573
1,728,049,858.427665
479.461092
0.164768
25.005063
[13.973555455207824, 16.16400635242462, 16.581272983551024, 23.155274391174316, 38.035944604873656, 39.229660534858674, 46.76696769714355]
286.320197
[0.2420688486099243, 0.2465925931930542, 0.25478277206420896, 0.2843916416168213, 0.31328463554382324, 0.3203349828720093, 0.34960279941558825]
88.513166
[0.07368478298187256, 0.08299490213394164, 0.08436193466186523, 0.08691096305847168, 0.08949894905090332, 0.09113987684249879, 0.22344381332397462]
46.012076
256.139241
[256.0, 256.0, 256.0, 257.0, 258.0]
279.253165
[158.68, 180.4, 254.0, 437.99999999999966, 522.56]
false
prompt_tokens=256,generated_tokens=1024
emulated
480
meta-llama/Meta-Llama-3.1-405B-Instruct
http://localhost:8000/v1
a100x1
LLM reference/Benchmarking
asynchronous
0.308251
140
0
140
1,728,049,858.969996
1,728,050,330.714721
471.744725
0.296771
26.298813
[11.985931890010834, 14.473695087432862, 15.446691966056823, 24.359326601028442, 40.79124360084534, 42.05477095842357, 60.88865645170202]
286.158957
[0.24085501194000244, 0.24285571575164794, 0.24882395267486573, 0.2880721092224121, 0.3207801342010498, 0.32668788433074947, 0.33824794054031365]
94.638223
[0.0766212558746338, 0.08567208051681519, 0.08718626499176026, 0.09045541286468506, 0.09727251529693604, 0.1009781837463379, 0.22632395267486569]
81.5653
256.164286
[256.0, 256.0, 256.0, 257.0, 258.0]
274.842857
[127.75, 148.95, 251.0, 443.8999999999997, 631.9199999999989]
false
prompt_tokens=256,generated_tokens=1024
emulated
480
meta-llama/Meta-Llama-3.1-405B-Instruct
http://localhost:8000/v1
a100x1
LLM reference/Benchmarking
asynchronous
0.440411
198
0
198
1,728,050,338.976202
1,728,050,818.827788
479.851586
0.412628
27.422994
[12.229156398773194, 15.181413960456847, 19.026090478897096, 24.716686725616455, 40.588854622840884, 44.79892505407333, 61.218502166271236]
286.95738
[0.23993215084075928, 0.24690181016921997, 0.2506131410598755, 0.28893375396728516, 0.3229963779449463, 0.3296642899513244, 0.336337308883667]
101.657845
[0.0832750654220581, 0.09039474725723266, 0.09273760318756104, 0.09650015830993652, 0.09987223148345947, 0.10974506139755233, 0.22940779209136963]
110.134053
256.111111
[256.0, 256.0, 256.0, 257.0, 258.0]
266.909091
[117.97, 149.7, 240.5, 437.29999999999995, 592.3000000000002]
false
prompt_tokens=256,generated_tokens=1024
emulated
480
meta-llama/Meta-Llama-3.1-405B-Instruct
http://localhost:8000/v1
a100x1
LLM reference/Benchmarking
asynchronous
0.57257
257
0
257
1,728,050,827.722156
1,728,051,298.654812
470.932655
0.545726
29.476318
[11.73085340499878, 17.793406867980956, 20.294036388397217, 26.9694185256958, 44.15080642700195, 48.122239732742294, 56.616296176910396]
288.923416
[0.24207676887512208, 0.24418220520019532, 0.24829511642456054, 0.2874109745025635, 0.33126373291015626, 0.3362769603729248, 0.3475094985961914]
106.166958
[0.08494777679443359, 0.09309351444244385, 0.09557580947875977, 0.0993049144744873, 0.10456991195678711, 0.22438395023345947, 0.23022301197052017]
150.017204
256.14786
[256.0, 256.0, 256.0, 257.0, 258.0]
274.894942
[109.52000000000001, 164.6, 252.0, 460.2, 526.24]
false
prompt_tokens=256,generated_tokens=1024
emulated
480
meta-llama/Meta-Llama-3.1-405B-Instruct
http://localhost:8000/v1
a100x1
LLM reference/Benchmarking
asynchronous
0.704729
315
0
315
1,728,051,304.67739
1,728,051,777.24649
472.5691
0.666569
31.825648
[13.572831497192382, 17.782883977890016, 19.910766935348512, 28.07238531112671, 49.84151344299317, 56.77520132064819, 69.9760960674286]
295.402505
[0.2458612871170044, 0.25051605701446533, 0.25449442863464355, 0.29313111305236816, 0.3362584114074707, 0.3418355703353882, 0.368339161872864]
111.263236
[0.08749164581298828, 0.09649553298950195, 0.09944438934326172, 0.10175561904907227, 0.10915846824645994, 0.22828733921051025, 0.23482841014862058]
188.869734
256.139683
[256.0, 256.0, 256.0, 257.0, 258.0]
283.346032
[120.26, 158.20000000000002, 251.0, 507.0, 624.3200000000002]
false
prompt_tokens=256,generated_tokens=1024
emulated
480
meta-llama/Meta-Llama-3.1-405B-Instruct
http://localhost:8000/v1
a100x1
LLM reference/Benchmarking
asynchronous
0.836889
373
0
373
1,728,051,779.020852
1,728,052,257.70967
478.688818
0.779212
33.146982
[15.862325963974, 18.679383039474487, 20.886585855484007, 29.731379508972168, 51.03109674453736, 59.68941383361816, 74.781233844757]
301.607051
[0.247532958984375, 0.2535243511199951, 0.2593209266662598, 0.3011054992675781, 0.3433809757232666, 0.3503728866577148, 0.36344923019409175]
116.404192
[0.08627731323242188, 0.09641215801239014, 0.10031247138977051, 0.10387289524078369, 0.12448585033416759, 0.23246011734008787, 0.24186976194381715]
219.856817
256.147453
[256.0, 256.0, 256.0, 257.0, 258.0]
282.152815
[137.0, 159.6, 252.0, 505.79999999999995, 640.359999999999]
false
prompt_tokens=256,generated_tokens=1024
emulated
480
meta-llama/Meta-Llama-3.1-405B-Instruct
http://localhost:8000/v1
a100x1
LLM reference/Benchmarking
asynchronous
0.969048
435
0
435
1,728,052,259.059854
1,728,052,738.380632
479.320778
0.907534
35.37316
[15.372319746017457, 19.475278759002684, 22.05837845802307, 30.639804124832153, 54.36937365531922, 60.364218568801846, 92.44273729801164]
311.857992
[0.24951777458190919, 0.25815794467926023, 0.26657719612121583, 0.3134145736694336, 0.3568743228912354, 0.3638053178787231, 0.3845080757141111]
124.391744
[0.08895807266235352, 0.1000823974609375, 0.10249710083007812, 0.11050677299499512, 0.2315845489501953, 0.23726439476013184, 0.246190071105957]
255.77026
256.181609
[256.0, 256.0, 256.0, 257.0, 258.0]
281.829885
[127.68, 155.7, 248.0, 480.5999999999999, 727.9999999999984]
false
prompt_tokens=256,generated_tokens=1024
emulated
480
meta-llama/Meta-Llama-3.1-405B-Instruct
http://localhost:8000/v1
a100x1
LLM reference/Benchmarking
asynchronous
1.101207
487
0
487
1,728,052,739.986494
1,728,053,218.251502
478.265008
1.018264
37.278938
[15.100940432548523, 21.340369534492492, 23.601321363449095, 32.72060298919678, 57.12407960891726, 68.44036619663238, 86.6425625133514]
314.393731
[0.2550009202957153, 0.2659799337387085, 0.2707785129547119, 0.31368136405944824, 0.3607834339141846, 0.36972389221191404, 0.37685704708099366]
131.314699
[0.09213367462158203, 0.10230364799499511, 0.10840239524841308, 0.11378622055053711, 0.2373054027557373, 0.24200043678283692, 0.24929305076599126]
286.627702
256.123203
[256.0, 256.0, 256.0, 257.0, 258.0]
281.486653
[113.0, 161.6, 246.0, 513.8999999999999, 649.4999999999997]
false
prompt_tokens=256,generated_tokens=1024
emulated
480
meta-llama/Meta-Llama-3.1-405B-Instruct
http://localhost:8000/v1
a100x1
LLM reference/Benchmarking
asynchronous
1.233367
539
0
539
1,728,053,221.542139
1,728,053,698.088234
476.546096
1.131055
36.699102
[7.479804649353027, 20.40255308151245, 24.271853160858154, 33.3545777797699, 56.50916428565978, 64.65226972103116, 88.04797763347626]
320.630446
[0.25838733196258545, 0.26850969791412355, 0.27488389015197756, 0.3233072757720947, 0.3624267101287842, 0.37446362972259517, 0.39454403400421145]
134.864155
[0.09363048553466796, 0.10380315780639648, 0.11021208763122559, 0.11450910568237305, 0.23984615802764891, 0.24356048107147216, 0.25036923408508305]
305.055484
256.155844
[256.0, 256.0, 256.0, 257.0, 258.0]
269.70872
[54.53999999999999, 150.9, 246.0, 467.59999999999945, 649.2]
false
prompt_tokens=256,generated_tokens=1024
emulated
480
meta-llama/Meta-Llama-3.1-405B-Instruct
http://localhost:8000/v1
a100x1
LLM reference/Benchmarking
synchronous
null
118
0
118
1,726,967,282.329023
1,726,967,642.312247
359.983224
0.327793
3.04999
[0.46592129945755006, 0.502916133403778, 0.5261348247528076, 3.476000666618347, 4.927974796295166, 5.339196789264678, 8.621087729930872]
90.188885
[0.07138667345046996, 0.07412828207015991, 0.07439246177673339, 0.0921405553817749, 0.09627118110656738, 0.09998265504837035, 0.106419677734375]
19.622556
[0.008002862930297852, 0.01764988899230957, 0.019422292709350586, 0.019855499267578125, 0.020090103149414062, 0.020791721343994127, 0.029802708625793463]
49.438415
256.127119
[256.0, 256.0, 256.0, 257.0, 257.0]
150.822034
[21.0, 22.0, 172.5, 264.19999999999993, 432.2299999999997]
false
prompt_tokens=256,generated_tokens=1024
emulated
360
meta-llama/Meta-Llama-3.1-70B-Instruct
http://localhost:8000/v1
h100x4
LLM reference/Benchmarking
throughput
null
590
0
590
1,726,967,643.401304
1,726,967,688.613836
45.212532
13.049479
24.105769
[5.348886322975159, 6.717829036712646, 10.408046674728395, 25.726971983909607, 33.925654315948485, 35.155947136878964, 38.07255093097687]
9,614.177648
[0.9013780069351194, 1.0534863710403441, 1.296788716316223, 6.196099281311035, 20.17884244918823, 20.69784207344055, 21.9404164147377]
91.880446
[0.00011539459228515625, 0.0001277923583984375, 0.029808807373046874, 0.05876004695892334, 0.18613317012786865, 0.22052983045578003, 0.35886714696884187]
2,062.48127
256.128814
[256.0, 256.0, 256.0, 257.0, 258.0]
158.050847
[20.0, 22.0, 171.0, 286.0999999999999, 354.87000000000023]
false
prompt_tokens=256,generated_tokens=1024
emulated
360
meta-llama/Meta-Llama-3.1-70B-Instruct
http://localhost:8000/v1
h100x4
LLM reference/Benchmarking
asynchronous
1.741314
620
0
620
1,726,967,688.615854
1,726,968,047.906488
359.290633
1.725622
3.555589
[0.49462891817092897, 0.5307779669761657, 0.5645776987075806, 3.9128615856170654, 5.581381225585938, 5.994901800155634, 7.271846559047695]
90.880429
[0.07377361297607422, 0.07600717544555664, 0.07703485488891601, 0.08926105499267578, 0.10846526622772217, 0.11113369464874266, 0.12211765766143791]
22.304897
[0.002426397800445557, 0.012708425521850586, 0.019819021224975586, 0.020661592483520508, 0.026968598365783702, 0.041377770900726314, 0.06198558330535878]
268.106071
256.146774
[256.0, 256.0, 256.0, 257.0, 258.0]
155.367742
[21.0, 22.0, 170.0, 267.0999999999999, 319.6699999999996]
false
prompt_tokens=256,generated_tokens=1024
emulated
360
meta-llama/Meta-Llama-3.1-70B-Instruct
http://localhost:8000/v1
h100x4
LLM reference/Benchmarking
asynchronous
3.154834
1,119
0
1,119
1,726,968,051.157034
1,726,968,408.408434
357.2514
3.132248
3.967444
[0.5501332807540894, 0.5908544778823852, 0.6264474391937256, 4.370962142944336, 6.4688319206237805, 7.135553979873657, 9.035716071128842]
89.422494
[0.07188491344451904, 0.07544176578521729, 0.07678103446960449, 0.08794283866882324, 0.10512285232543946, 0.10978577136993407, 0.11974956035614014]
25.186226
[0.00040841102600097656, 0.011126208305358886, 0.017122054100036622, 0.02174675464630127, 0.04302937984466553, 0.049017572402954096, 0.06644561767578125]
482.480964
256.169794
[256.0, 256.0, 256.0, 257.0, 258.0]
154.03664
[20.0, 22.0, 170.0, 278.0, 351.81999999999994]
false
prompt_tokens=256,generated_tokens=1024
emulated
360
meta-llama/Meta-Llama-3.1-70B-Instruct
http://localhost:8000/v1
h100x4
LLM reference/Benchmarking
asynchronous
4.568355
1,622
0
1,622
1,726,968,409.292394
1,726,968,768.352619
359.060224
4.517348
4.843868
[0.6343845462799073, 0.6780053853988648, 0.7713168382644654, 5.262783885002136, 7.777151370048523, 8.618480920791622, 11.16568816900253]
91.876168
[0.07509958028793334, 0.07701925039291382, 0.07824234962463379, 0.08998322486877441, 0.1068070650100708, 0.11346905231475826, 0.14036005258560164]
30.19462
[0.0003268718719482422, 0.011572599411010742, 0.016563892364501953, 0.024448394775390625, 0.05077505111694336, 0.05472884178161621, 0.06689212799072265]
711.287363
256.134402
[256.0, 256.0, 256.0, 257.0, 258.0]
157.456843
[20.0, 22.0, 173.0, 279.0, 363.5799999999999]
false
prompt_tokens=256,generated_tokens=1024
emulated
360
meta-llama/Meta-Llama-3.1-70B-Instruct
http://localhost:8000/v1
h100x4
LLM reference/Benchmarking
asynchronous
5.981876
2,120
0
2,120
1,726,968,769.478944
1,726,969,128.549858
359.070913
5.904126
5.613534
[0.730402524471283, 0.8096498847007751, 0.8579352378845215, 6.042530536651611, 9.13501036167145, 9.997396957874297, 13.207273364067074]
96.781086
[0.0774412202835083, 0.07916368246078491, 0.08059754371643066, 0.09409821033477783, 0.11115002632141117, 0.11868698596954345, 0.20343174457549998]
34.856364
[0.0002646446228027344, 0.011088263988494874, 0.014664196968078613, 0.028156042098999023, 0.05371901988983155, 0.05642184019088746, 0.06950867652893067]
935.057638
256.15
[256.0, 256.0, 256.0, 257.0, 258.0]
158.373585
[20.0, 22.0, 172.0, 282.04999999999995, 371.6199999999999]
false
prompt_tokens=256,generated_tokens=1024
emulated
360
meta-llama/Meta-Llama-3.1-70B-Instruct
http://localhost:8000/v1
h100x4
LLM reference/Benchmarking
asynchronous
7.395397
2,613
0
2,613
1,726,969,128.936598
1,726,969,488.46443
359.527832
7.267866
6.348202
[0.8280167293548584, 0.8983199119567871, 0.9839673042297363, 6.914705991744995, 10.02610249519348, 10.971415042877197, 14.222592973709123]
102.459737
[0.0780852508544922, 0.07924575805664062, 0.08268623352050782, 0.0974721908569336, 0.11571507453918459, 0.12986936569213872, 0.3053183460235603]
39.188366
[0.0001270771026611328, 0.010963082313537598, 0.013531684875488281, 0.04483532905578613, 0.057098388671875, 0.061991214752197266, 0.07591917514801023]
1,158.975642
256.154612
[256.0, 256.0, 256.0, 257.0, 258.0]
159.465748
[20.0, 22.0, 174.0, 276.0, 358.7600000000002]
false
prompt_tokens=256,generated_tokens=1024
emulated
360
meta-llama/Meta-Llama-3.1-70B-Instruct
http://localhost:8000/v1
h100x4
LLM reference/Benchmarking
asynchronous
8.808917
3,094
0
3,094
1,726,969,489.01552
1,726,969,848.6673
359.65178
8.602766
8.282751
[1.024451265335083, 1.147205078601837, 1.2672934770584106, 9.004957556724548, 13.111390447616579, 14.558145022392269, 18.529221155643476]
109.72581
[0.0832667088508606, 0.08700164556503295, 0.0887951374053955, 0.09983217716217041, 0.12040395736694336, 0.13897453546524044, 0.3554456090927125]
51.565788
[0.00011920928955078125, 0.01442408561706543, 0.02071356773376465, 0.05190467834472656, 0.06747665405273438, 0.07470197677612304, 0.10866546630859374]
1,364.483723
256.151261
[256.0, 256.0, 256.0, 257.0, 258.0]
158.60989
[20.0, 22.0, 173.5, 275.3499999999999, 351.1400000000003]
false
prompt_tokens=256,generated_tokens=1024
emulated
360
meta-llama/Meta-Llama-3.1-70B-Instruct
http://localhost:8000/v1
h100x4
LLM reference/Benchmarking
asynchronous
10.222438
3,583
0
3,583
1,726,969,849.590663
1,726,970,208.610709
359.020046
9.979944
9.757982
[1.196855583190918, 1.3564953804016113, 1.51250376701355, 10.73885202407837, 15.666862010955812, 17.336347055435176, 21.460837268829337]
125.751248
[0.08417156219482422, 0.08690719604492188, 0.08905115127563476, 0.10653495788574219, 0.14919142723083506, 0.28653037548065086, 0.47507882118225075]
61.605188
[0.00011610984802246094, 0.0002994537353515625, 0.034917593002319336, 0.05674028396606445, 0.08874461650848389, 0.09876916408538816, 0.2563059091567992]
1,561.514479
256.156015
[256.0, 256.0, 256.0, 257.0, 258.0]
156.465253
[20.82, 22.0, 173.0, 277.0, 344.3599999999997]
false
prompt_tokens=256,generated_tokens=1024
emulated
360
meta-llama/Meta-Llama-3.1-70B-Instruct
http://localhost:8000/v1
h100x4
LLM reference/Benchmarking
asynchronous
11.635959
4,020
0
4,020
1,726,970,208.913848
1,726,970,568.714053
359.800204
11.172867
14.789259
[1.5788204884529113, 2.0234797477722166, 2.296498203277588, 16.196422219276428, 23.854122710227962, 26.269789254665373, 33.350307798385614]
180.233354
[0.07759976148605346, 0.09165823459625244, 0.09387693405151368, 0.14367175102233887, 0.33015906810760487, 0.5033651590347289, 0.7225901055335998]
92.808465
[0.00011563301086425781, 0.00012540817260742188, 0.034944581985473636, 0.07583284378051758, 0.16317281723022461, 0.19221673011779783, 0.44652360916137773]
1,760.579879
256.147761
[256.0, 256.0, 256.0, 257.0, 258.0]
157.576368
[20.0, 22.0, 174.0, 278.0, 359.0]
false
prompt_tokens=256,generated_tokens=1024
emulated
360
meta-llama/Meta-Llama-3.1-70B-Instruct
http://localhost:8000/v1
h100x4
LLM reference/Benchmarking
asynchronous
13.049479
4,509
0
4,509
1,726,970,569.504415
1,726,970,928.481954
358.97754
12.560674
17.793746
[1.733772087097168, 2.5182392597198486, 3.014941167831421, 18.94007396697998, 29.178245639801027, 32.24353961944579, 39.71319169998169]
279.100856
[0.08221233367919922, 0.08847661018371582, 0.10091233253479004, 0.172044038772583, 0.6293089866638185, 0.8529093265533442, 1.1377462387084962]
111.68241
[0.00011444091796875, 0.00011968612670898438, 0.0001277923583984375, 0.08684086799621582, 0.18340125083923342, 0.26934883594512965, 0.5947239422798147]
1,971.925599
256.152806
[256.0, 256.0, 256.0, 257.0, 258.0]
156.992016
[20.0, 22.0, 172.0, 276.0, 348.6800000000003]
false
prompt_tokens=256,generated_tokens=1024
emulated
360
meta-llama/Meta-Llama-3.1-70B-Instruct
http://localhost:8000/v1
h100x4
LLM reference/Benchmarking
synchronous
null
71
0
71
1,726,939,595.57249
1,726,939,945.243477
349.670987
0.203048
4.924259
[0.6960125684738159, 0.7511851787567139, 0.7877452373504639, 5.5701820850372314, 7.981989622116089, 8.472707152366638, 10.317728972434997]
108.573383
[0.0990746021270752, 0.09984028339385986, 0.10019898414611816, 0.11006498336791992, 0.11386322975158691, 0.12029731273651123, 0.12612109184265136]
30.850488
[0.018700766563415527, 0.029449105262756348, 0.030670642852783203, 0.03097224235534668, 0.03140735626220703, 0.03174090385437012, 0.04130449295043945]
31.692649
256.084507
[256.0, 256.0, 256.0, 256.5, 258.0]
156.084507
[20.0, 22.0, 176.0, 271.0, 328.5]
false
prompt_tokens=256,generated_tokens=1024
emulated
360
meta-llama/Meta-Llama-3.1-70B-Instruct
http://localhost:8000/v1
h100x2
LLM reference/Benchmarking
throughput
null
355
0
355
1,726,939,955.73011
1,726,940,057.247046
101.516935
3.496953
50.71826
[2.3509492683410644, 8.197507905960082, 12.76047577857971, 50.86164450645447, 88.94515671730042, 93.50685534477235, 96.34035705089568]
43,292.606682
[0.3933001184463501, 1.2793806076049805, 1.3709920406341554, 42.89906072616577, 81.9655622959137, 87.08089363574982, 89.38379273414611]
47.142727
[0.00041675567626953125, 0.02764132022857666, 0.0343726396560669, 0.03581643104553223, 0.07134461402893066, 0.09534641504287719, 0.16366352319717406]
551.208524
256.140845
[256.0, 256.0, 256.0, 257.0, 258.0]
157.625352
[20.0, 21.0, 173.0, 275.90000000000003, 322.81999999999965]
false
prompt_tokens=256,generated_tokens=1024
emulated
360
meta-llama/Meta-Llama-3.1-70B-Instruct
http://localhost:8000/v1
h100x2
LLM reference/Benchmarking
asynchronous
0.569038
203
0
203
1,726,940,057.249624
1,726,940,414.722319
357.472696
0.567876
5.303944
[0.7201265096664429, 0.7849729061126709, 0.821458387374878, 5.642742395401001, 8.390363931655884, 9.458071660995483, 24.612099485397206]
122.267022
[0.10253046989440918, 0.10435009002685547, 0.10792574882507325, 0.12284135818481445, 0.1360112190246582, 0.13998994827270508, 0.14334222316741943]
32.807754
[0.007684478759765625, 0.02620072364807129, 0.030874967575073242, 0.03213071823120117, 0.033061766624450685, 0.041427421569824215, 0.0735462427139282]
89.704753
256.108374
[256.0, 256.0, 256.0, 257.0, 258.0]
157.965517
[20.02, 21.0, 168.0, 282.9, 738.159999999996]
false
prompt_tokens=256,generated_tokens=1024
emulated
360
meta-llama/Meta-Llama-3.1-70B-Instruct
http://localhost:8000/v1
h100x2
LLM reference/Benchmarking
asynchronous
0.935027
334
0
334
1,726,940,417.252278
1,726,940,777.027397
359.775119
0.928358
5.423572
[0.7248193001747132, 0.7903630375862122, 0.8266124725341797, 5.973233342170715, 8.531803441047668, 9.568463087081907, 12.22012288093568]
120.243357
[0.10145272016525268, 0.10313674211502075, 0.10693178176879883, 0.12053775787353516, 0.13234350681304932, 0.13805214166641236, 0.1419760489463806]
33.337868
[0.003181123733520508, 0.02395939826965332, 0.031026268005371095, 0.031830787658691406, 0.03556399345397953, 0.06270899772644042, 0.07836950302124024]
147.711715
256.146707
[256.0, 256.0, 256.0, 257.0, 258.0]
159.110778
[20.0, 22.0, 175.0, 283.34999999999997, 360.72000000000025]
false
prompt_tokens=256,generated_tokens=1024
emulated
360
meta-llama/Meta-Llama-3.1-70B-Instruct
http://localhost:8000/v1
h100x2
LLM reference/Benchmarking
asynchronous
1.301017
463
0
463
1,726,940,778.799774
1,726,941,136.919559
358.119785
1.292864
5.541072
[0.723813738822937, 0.7815042972564697, 0.8698989391326905, 6.129771709442139, 8.71553201675415, 9.70780735015869, 11.492013587951655]
120.149641
[0.10207508563995361, 0.10300931930541993, 0.10533862113952637, 0.12007784843444824, 0.13241209983825683, 0.13737361431121825, 0.14384911060333253]
34.488295
[0.0033950710296630857, 0.02186523675918579, 0.030975341796875, 0.03216290473937988, 0.042081451416015624, 0.06465294361114501, 0.08100989580154418]
203.18062
256.138229
[256.0, 256.0, 256.0, 257.0, 258.0]
157.155508
[20.0, 22.0, 175.0, 274.9, 325.69999999999993]
false
prompt_tokens=256,generated_tokens=1024
emulated
360
meta-llama/Meta-Llama-3.1-70B-Instruct
http://localhost:8000/v1
h100x2
LLM reference/Benchmarking
asynchronous
1.667006
590
0
590
1,726,941,138.465448
1,726,941,497.144099
358.678652
1.644926
5.914487
[0.8207820510864258, 0.8651108264923095, 0.9334879636764526, 6.438518524169922, 9.286765170097352, 9.909173607826228, 12.699756038188939]
119.868225
[0.10296924591064453, 0.10405683517456055, 0.10593540668487549, 0.11929130554199219, 0.13276543617248535, 0.13575074672698975, 0.14166823863983155]
36.020478
[0.004178633689880371, 0.02044370174407959, 0.030545616149902345, 0.03290820121765137, 0.06366996765136722, 0.06676957607269286, 0.08209681987762449]
264.685393
256.142373
[256.0, 256.0, 256.0, 257.0, 258.0]
160.910169
[21.0, 22.0, 175.5, 271.0, 351.55000000000007]
false
prompt_tokens=256,generated_tokens=1024
emulated
360
meta-llama/Meta-Llama-3.1-70B-Instruct
http://localhost:8000/v1
h100x2
LLM reference/Benchmarking
asynchronous
2.032995
721
0
721
1,726,941,497.762954
1,726,941,857.138532
359.375578
2.006258
6.032805
[0.824510145187378, 0.8833088874816895, 0.9478189945220947, 6.692955017089844, 9.621835231781006, 10.526251554489136, 12.313287591934184]
119.397839
[0.10244135856628418, 0.10382890701293945, 0.10498547554016113, 0.11922740936279297, 0.13304519653320312, 0.1353287696838379, 0.14331164360046383]
37.025099
[0.004636838436126708, 0.0192846417427063, 0.02769327163696289, 0.03306245803833008, 0.06547336578369141, 0.06871013641357421, 0.08142319679260254]
320.503137
256.20527
[256.0, 256.0, 256.0, 258.0, 258.0]
159.751734
[21.0, 22.0, 178.0, 280.0, 327.1999999999996]
false
prompt_tokens=256,generated_tokens=1024
emulated
360
meta-llama/Meta-Llama-3.1-70B-Instruct
http://localhost:8000/v1
h100x2
LLM reference/Benchmarking
asynchronous
2.398985
847
0
847
1,726,941,858.947467
1,726,942,216.011453
357.063985
2.372124
6.182069
[0.8297778415679932, 0.9194534063339234, 1.0011643886566162, 6.82558536529541, 9.948168992996216, 10.903245806694027, 14.33035862445831]
121.375032
[0.10449699401855468, 0.10581555366516113, 0.10754127502441406, 0.1207127571105957, 0.1342437744140625, 0.13717684745788572, 0.14745462894439695]
38.853422
[0.0004134178161621094, 0.018208801746368408, 0.025076866149902344, 0.03364849090576172, 0.06734092235565185, 0.07068494558334351, 0.08179569244384766]
370.031718
256.139315
[256.0, 256.0, 256.0, 257.0, 258.0]
155.991736
[20.0, 22.0, 173.0, 278.69999999999993, 359.0799999999999]
false
prompt_tokens=256,generated_tokens=1024
emulated
360
meta-llama/Meta-Llama-3.1-70B-Instruct
http://localhost:8000/v1
h100x2
LLM reference/Benchmarking
asynchronous
2.764974
981
0
981
1,726,942,218.377254
1,726,942,576.956767
358.579514
2.735795
6.592456
[0.920109224319458, 0.9706389904022217, 1.0202739238739014, 7.106564044952393, 10.666165590286255, 12.019203901290894, 15.744192552566549]
121.775809
[0.10385942459106445, 0.10628771781921387, 0.10735821723937988, 0.11884832382202148, 0.13599801063537598, 0.1390688419342041, 0.15141377449035656]
40.804393
[0.0006304216384887696, 0.01894872188568115, 0.02483601570129395, 0.035065412521362305, 0.06936612129211425, 0.07122983932495117, 0.08183721542358402]
434.090611
256.135576
[256.0, 256.0, 256.0, 257.0, 258.0]
158.670744
[21.0, 22.0, 171.0, 287.0, 381.8000000000002]
false
prompt_tokens=256,generated_tokens=1024
emulated
360
meta-llama/Meta-Llama-3.1-70B-Instruct
http://localhost:8000/v1
h100x2
LLM reference/Benchmarking
asynchronous
3.130964
1,107
0
1,107
1,726,942,579.859396
1,726,942,937.225358
357.365962
3.097665
6.679491
[0.9069161701202393, 0.9721689224243164, 1.049330997467041, 7.361666679382324, 10.716054677963257, 11.759680390357973, 14.642259922027627]
126.939031
[0.10463261127471923, 0.10625123977661133, 0.10752878189086915, 0.1230158805847168, 0.13814988136291503, 0.1454923391342163, 0.29417485713958913]
42.410629
[0.00044031143188476567, 0.01907658576965332, 0.024957895278930664, 0.03532099723815918, 0.0698845386505127, 0.07240784168243408, 0.08313961029052737]
478.775312
256.168925
[256.0, 256.0, 256.0, 257.0, 258.0]
154.560072
[20.0, 22.0, 171.0, 271.0, 341.2200000000007]
false
prompt_tokens=256,generated_tokens=1024
emulated
360
meta-llama/Meta-Llama-3.1-70B-Instruct
http://localhost:8000/v1
h100x2
LLM reference/Benchmarking
asynchronous
3.496953
1,231
0
1,231
1,726,942,937.59405
1,726,943,297.067575
359.473526
3.424452
7.784987
[0.9549589157104492, 1.0793890953063965, 1.3083527088165283, 8.276804685592651, 12.558666944503784, 13.627427339553833, 16.08102052211762]
730.637967
[0.10629611015319824, 0.10839807987213135, 0.11173176765441895, 0.14392399787902832, 2.2571425437927246, 2.6958258152008057, 3.1069196939468404]
45.689006
[0.0004258155822753906, 0.019248247146606445, 0.025433349609375, 0.036195993423461914, 0.07164020538330079, 0.08098039627075196, 0.13226451873779285]
529.006969
256.168156
[256.0, 256.0, 256.0, 257.0, 258.0]
154.479285
[20.0, 22.0, 170.0, 273.0, 332.0]
false
prompt_tokens=256,generated_tokens=1024
emulated
360
meta-llama/Meta-Llama-3.1-70B-Instruct
http://localhost:8000/v1
h100x2
LLM reference/Benchmarking
synchronous
null
142
0
142
1,726,939,580.882924
1,726,939,939.428847
358.545923
0.396044
2.524502
[0.32080104589462277, 0.787892508506775, 1.1631587266921999, 2.1630085706710815, 4.276232624053956, 5.4797637581825205, 6.549498736858369]
34.174991
[0.031491401195526125, 0.03155531883239746, 0.031650662422180176, 0.032767534255981445, 0.03688194751739502, 0.03911783695220947, 0.04782063484191895]
8.406872
[0.0007283639907836915, 0.007704687118530272, 0.008357572555541991, 0.008432149887084961, 0.008497476577758789, 0.008529424667358398, 0.01827842712402343]
117.321094
256.183099
[256.0, 256.0, 256.0, 257.0, 258.0]
296.232394
[35.28, 90.4, 254.0, 645.4999999999994, 772.1100000000001]
false
prompt_tokens=256,generated_tokens=1024
emulated
360
meta-llama/Meta-Llama-3.1-8B-Instruct
http://localhost:8000/v1
h100x1
LLM reference/Benchmarking
throughput
null
710
0
710
1,726,939,940.957846
1,726,939,989.67727
48.719424
14.573243
11.234957
[1.718476827144623, 4.414384746551514, 5.827059483528138, 10.432963490486145, 17.540123343467712, 19.463023912906646, 28.371221790313637]
708.104749
[0.11159226894378663, 0.3405759334564209, 0.4333789110183716, 0.7015759944915771, 0.992779278755188, 1.0684724807739259, 1.2632244920730582]
38.312803
[0.00011491775512695312, 0.000118255615234375, 0.00012111663818359375, 0.0199737548828125, 0.0967480182647705, 0.11292724609374999, 0.1810248374938965]
4,010.618023
256.184507
[256.0, 256.0, 256.0, 257.0, 258.0]
275.204225
[24.0, 105.45, 252.0, 504.0999999999999, 708.91]
false
prompt_tokens=256,generated_tokens=1024
emulated
360
meta-llama/Meta-Llama-3.1-8B-Instruct
http://localhost:8000/v1
h100x1
LLM reference/Benchmarking
asynchronous
1.971288
705
0
705
1,726,939,989.67849
1,726,940,349.373357
359.694867
1.959995
2.618785
[0.23582056999206544, 0.9109045028686523, 1.2990283012390138, 2.377967119216919, 4.146673202514648, 5.091185998916621, 7.358662452697772]
42.543142
[0.035262680053710936, 0.03613119125366211, 0.036651992797851564, 0.041333913803100586, 0.04933953285217285, 0.05317068099975585, 0.058284416198730475]
9.352709
[0.0001766681671142578, 0.00390312671661377, 0.008622384071350098, 0.009229898452758789, 0.00983738899230957, 0.014126300811767523, 0.021690599918365465]
539.999365
256.174468
[256.0, 256.0, 256.0, 257.0, 258.0]
275.510638
[22.0, 96.2, 250.0, 537.5999999999999, 768.6400000000021]
false
prompt_tokens=256,generated_tokens=1024
emulated
360
meta-llama/Meta-Llama-3.1-8B-Instruct
http://localhost:8000/v1
h100x1
LLM reference/Benchmarking
asynchronous
3.546533
1,266
0
1,266
1,726,940,349.97274
1,726,940,709.623092
359.650352
3.520086
2.826632
[0.26779950857162477, 0.8765146732330322, 1.4035428762435913, 2.525190830230713, 4.5849573612213135, 5.504664123058319, 7.738043320178986]
44.674661
[0.037975966930389404, 0.0388607382774353, 0.03934133052825928, 0.04330599308013916, 0.049475789070129395, 0.052736759185791016, 0.06327277421951291]
10.121128
[0.00014162063598632812, 0.0035551548004150394, 0.008864116668701173, 0.00987553596496582, 0.011101961135864258, 0.017859363555908198, 0.02282839775085449]
967.759376
256.163507
[256.0, 256.0, 256.0, 257.0, 258.0]
274.924961
[24.0, 81.5, 246.5, 538.0, 763.0499999999997]
false
prompt_tokens=256,generated_tokens=1024
emulated
360
meta-llama/Meta-Llama-3.1-8B-Instruct
http://localhost:8000/v1
h100x1
LLM reference/Benchmarking
asynchronous
5.121777
1,826
0
1,826
1,726,940,711.447201
1,726,941,069.621694
358.174493
5.098074
3.094963
[0.2911599278450012, 1.0496954321861267, 1.5129475593566895, 2.74879252910614, 5.078474402427673, 5.990424811840057, 8.99442857503891]
47.913658
[0.040097057819366455, 0.041262805461883545, 0.04197204113006592, 0.04533553123474121, 0.051577091217041016, 0.05676388740539551, 0.09236180782318115]
10.854794
[0.0001304149627685547, 0.003969669342041016, 0.007248377799987793, 0.010516166687011719, 0.013891482353210458, 0.018503320217132566, 0.024352312088012695]
1,431.693239
256.144578
[256.0, 256.0, 256.0, 257.0, 258.0]
280.83023
[24.0, 95.25, 249.0, 542.0, 816.75]
false
prompt_tokens=256,generated_tokens=1024
emulated
360
meta-llama/Meta-Llama-3.1-8B-Instruct
http://localhost:8000/v1
h100x1
LLM reference/Benchmarking
asynchronous
6.697021
2,392
0
2,392
1,726,941,069.849729
1,726,941,429.617763
359.768034
6.648729
3.411062
[0.3043328285217285, 1.1278419613838195, 1.6763726472854614, 3.0227441787719727, 5.568929195404053, 6.618126380443569, 10.04573058605199]
50.839064
[0.039915027618408205, 0.04205718040466309, 0.0428128719329834, 0.04660999774932861, 0.055940794944763186, 0.06521506309509273, 0.16636370182037427]
11.948918
[0.0001246929168701172, 0.004662978649139405, 0.0064525604248046875, 0.011447668075561523, 0.017792701721191406, 0.0201664090156555, 0.02672625064849854]
1,870.627562
256.146739
[256.0, 256.0, 256.0, 257.0, 258.0]
281.351171
[23.0, 91.55000000000001, 249.0, 543.4499999999998, 827.0900000000001]
false
prompt_tokens=256,generated_tokens=1024
emulated
360
meta-llama/Meta-Llama-3.1-8B-Instruct
http://localhost:8000/v1
h100x1
LLM reference/Benchmarking
asynchronous
8.272266
2,945
0
2,945
1,726,941,430.071018
1,726,941,789.576943
359.505925
8.191798
3.586841
[0.33769619941711426, 1.2605326175689697, 1.7791580200195312, 3.1793346405029297, 5.832064008712767, 6.925586509704583, 9.91119874000549]
55.567309
[0.04232629776000976, 0.044070196151733396, 0.04481487274169922, 0.048838138580322266, 0.06369976997375489, 0.0796261310577391, 0.21257917404174798]
12.8404
[0.00011801719665527344, 0.0050275325775146484, 0.006516218185424805, 0.012112855911254883, 0.02038860321044922, 0.022125387191772455, 0.029533348083496114]
2,254.355056
256.147708
[256.0, 256.0, 256.0, 257.0, 258.0]
275.196604
[23.0, 96.0, 243.0, 529.5999999999995, 762.8799999999987]
false
prompt_tokens=256,generated_tokens=1024
emulated
360
meta-llama/Meta-Llama-3.1-8B-Instruct
http://localhost:8000/v1
h100x1
LLM reference/Benchmarking
asynchronous
9.84751
3,504
0
3,504
1,726,941,790.132038
1,726,942,149.669601
359.537563
9.745852
4.28218
[0.4031775951385498, 1.522964143753052, 2.0642342567443848, 3.8128069639205933, 6.957197356224061, 8.296915197372435, 13.36729618787765]
69.789419
[0.04751947164535522, 0.04950196743011474, 0.05057361125946045, 0.058184266090393066, 0.08233749866485596, 0.1330471277236936, 0.30393938302993756]
15.367665
[0.00011682510375976562, 0.00391465425491333, 0.008605241775512695, 0.014345407485961914, 0.02280879020690918, 0.02521967887878418, 0.033687674999237055]
2,673.906981
256.13984
[256.0, 256.0, 256.0, 257.0, 258.0]
274.363584
[24.0, 97.0, 245.0, 531.0, 848.8799999999992]
false
prompt_tokens=256,generated_tokens=1024
emulated
360
meta-llama/Meta-Llama-3.1-8B-Instruct
http://localhost:8000/v1
h100x1
LLM reference/Benchmarking
asynchronous
11.422754
4,056
0
4,056
1,726,942,151.406358
1,726,942,509.62511
358.218752
11.32269
4.928258
[0.4578426003456116, 1.7168644666671753, 2.4387261867523193, 4.386841058731079, 8.085745334625244, 9.509857058525085, 14.147723078727699]
90.490435
[0.04776908159255981, 0.05134516954421997, 0.05368173122406006, 0.06910336017608643, 0.12703311443328857, 0.23999029397964478, 0.4345655798912039]
17.651944
[0.00011539459228515625, 0.00013113021850585938, 0.01043689250946045, 0.016108274459838867, 0.025137901306152344, 0.030460357666015625, 0.04071468114852911]
3,106.487288
256.162229
[256.0, 256.0, 256.0, 257.0, 258.0]
274.359467
[23.0, 92.75, 246.0, 533.25, 797.9999999999964]
false
prompt_tokens=256,generated_tokens=1024
emulated
360
meta-llama/Meta-Llama-3.1-8B-Instruct
http://localhost:8000/v1
h100x1
LLM reference/Benchmarking
asynchronous
12.997999
4,607
0
4,607
1,726,942,510.710377
1,726,942,869.753912
359.043535
12.831313
6.078978
[0.6148994970321655, 2.1802004098892214, 3.102718496322632, 5.46133279800415, 9.92554841041565, 11.522307991981506, 17.195572123527448]
155.874442
[0.05464942455291748, 0.06221840381622314, 0.06973152160644532, 0.11867308616638184, 0.29521527290344307, 0.4243813753128052, 0.663686232566833]
21.645649
[0.00011467933654785156, 0.00012302398681640625, 0.005215287208557129, 0.01955723762512207, 0.030815601348876953, 0.037796974182128906, 0.06413662433624245]
3,514.456817
256.141524
[256.0, 256.0, 256.0, 257.0, 258.0]
273.896896
[23.0, 97.0, 244.0, 521.0, 775.5799999999972]
false
prompt_tokens=256,generated_tokens=1024
emulated
360
meta-llama/Meta-Llama-3.1-8B-Instruct
http://localhost:8000/v1
h100x1
LLM reference/Benchmarking
asynchronous
14.573243
5,117
0
5,117
1,726,942,870.49797
1,726,943,229.827079
359.329109
14.240427
8.816708
[1.125060796737671, 3.0407409191131594, 4.18819899559021, 7.8588433265686035, 14.420405101776128, 17.196174383163445, 24.846348552703887]
457.06436
[0.0673671817779541, 0.11381707191467286, 0.1831444263458252, 0.40848398208618164, 0.7956343650817873, 0.9949391841888426, 1.4414110851287851]
30.162478
[0.00011444091796875, 0.00011897087097167969, 0.00012373924255371094, 0.0292203426361084, 0.053772807121276855, 0.06560826301574707, 0.2094268083572387]
3,951.455542
256.135822
[256.0, 256.0, 256.0, 257.0, 258.0]
277.481532
[23.0, 96.0, 246.0, 540.1999999999998, 800.6800000000003]
false
prompt_tokens=256,generated_tokens=1024
emulated
360
meta-llama/Meta-Llama-3.1-8B-Instruct
http://localhost:8000/v1
h100x1
LLM reference/Benchmarking
synchronous
null
45
0
45
1,726,794,199.531512
1,726,794,554.067073
354.535561
0.126927
7.878023
[1.1936816883087158, 1.2506727695465087, 1.2995809078216554, 8.725946187973022, 13.724083995819091, 14.043164587020874, 16.799319067001345]
193.536949
[0.16074158668518065, 0.18064665794372559, 0.19260706901550292, 0.1952979564666748, 0.19734067916870118, 0.19809722900390625, 0.19897253036499024]
50.171771
[0.037239580154418986, 0.04983384609222412, 0.04995694160461426, 0.050540924072265625, 0.05094022750854492, 0.051063942909240725, 0.051484570503234864]
19.439517
256.133333
[256.0, 256.0, 256.0, 257.0, 257.56]
153.155556
[21.0, 22.0, 170.0, 275.6, 329.20000000000005]
false
prompt_tokens=256,generated_tokens=1024
emulated
360
meta-llama/Meta-Llama-3.1-70B-Instruct
http://localhost:8000/v1
a100x2
LLM reference/Benchmarking
throughput
null
225
0
225
1,726,794,559.525436
1,726,794,664.487644
104.962208
2.143629
53.159584
[5.3123779296875, 10.365042114257813, 17.263782215118407, 52.55092191696167, 92.51833024024963, 95.78580560684205, 99.94358531951903]
39,328.846981
[2.7696915435791016, 2.796232509613037, 2.8318671703338625, 38.40625214576721, 78.76461014747619, 84.2317337989807, 86.78472353935241]
93.003537
[0.05061742067337036, 0.05921947956085205, 0.061708927154541016, 0.06417036056518555, 0.13432562351226807, 0.22268444299697876, 0.34902014732360875]
318.886205
256.137778
[256.0, 256.0, 256.0, 257.0, 258.0]
148.76
[20.0, 22.0, 172.0, 254.0, 300.03999999999974]
false
prompt_tokens=256,generated_tokens=1024
emulated
360
meta-llama/Meta-Llama-3.1-70B-Instruct
http://localhost:8000/v1
a100x2
LLM reference/Benchmarking
asynchronous
0.351005
122
0
122
1,726,794,664.489856
1,726,795,019.680435
355.190579
0.343478
8.743406
[1.2386186289787293, 1.320900595188141, 1.4344942092895507, 9.36076283454895, 13.801168036460878, 15.261262917518616, 18.930320432186125]
223.301782
[0.19491126775741577, 0.1964651823043823, 0.2004310369491577, 0.22074604034423828, 0.2437896966934204, 0.24805492162704465, 0.2625709128379822]
53.621892
[0.008742594718933105, 0.050486302375793456, 0.05081386566162109, 0.0517728328704834, 0.05293681621551514, 0.053665852546691886, 0.15096237182617187]
54.567889
256.147541
[256.0, 256.0, 256.0, 257.0, 258.0]
158.868852
[21.0, 22.0, 170.0, 278.79999999999995, 345.8999999999999]
false
prompt_tokens=256,generated_tokens=1024
emulated
360
meta-llama/Meta-Llama-3.1-70B-Instruct
http://localhost:8000/v1
a100x2
LLM reference/Benchmarking
asynchronous
0.575083
203
0
203
1,726,795,029.710547
1,726,795,383.019372
353.308825
0.574568
9.953069
[1.25002094745636, 1.3288800239562988, 1.4436886310577393, 10.168611288070679, 15.299809646606446, 16.74955093860626, 19.64622999191283]
219.552493
[0.1935271167755127, 0.19656286239624024, 0.19908485412597657, 0.21810436248779297, 0.24106912612915038, 0.2435600519180298, 0.2513306856155395]
56.22777
[0.009082188606262209, 0.05073182582855225, 0.0513002872467041, 0.052604079246520996, 0.05413968563079834, 0.1049270272254944, 0.1664619636535644]
99.490863
256.206897
[256.0, 256.0, 256.0, 257.0, 258.0]
173.157635
[21.0, 22.0, 178.0, 290.9, 340.5799999999998]
false
prompt_tokens=256,generated_tokens=1024
emulated
360
meta-llama/Meta-Llama-3.1-70B-Instruct
http://localhost:8000/v1
a100x2
LLM reference/Benchmarking
asynchronous
0.799161
280
0
280
1,726,795,389.501998
1,726,795,744.277694
354.775696
0.789231
9.147426
[1.230786006450653, 1.4287913203239442, 1.5553465366363526, 9.965696573257446, 14.41869375705719, 15.490653932094576, 21.029017581939673]
222.649064
[0.19602989435195922, 0.19867583513259887, 0.20225181579589843, 0.2219465970993042, 0.24358634948730468, 0.24674432277679445, 0.24979414701461788]
58.113586
[0.005951380729675293, 0.04657280445098877, 0.051253557205200195, 0.052524566650390625, 0.05605006217956543, 0.10779857635498047, 0.1691974401473999]
121.177974
256.157143
[256.0, 256.0, 256.0, 257.0, 258.0]
153.539286
[20.0, 22.0, 169.5, 260.15000000000003, 355.3099999999998]
false
prompt_tokens=256,generated_tokens=1024
emulated
360
meta-llama/Meta-Llama-3.1-70B-Instruct
http://localhost:8000/v1
a100x2
LLM reference/Benchmarking
asynchronous
1.023239
362
0
362
1,726,795,744.500175
1,726,796,103.728763
359.228589
1.007715
9.645336
[1.3969325971603395, 1.4694282293319703, 1.5463772058486938, 10.490791201591492, 16.130041098594667, 17.45021195411682, 20.528611376285514]
222.864245
[0.19610146999359132, 0.19891973733901977, 0.20210492610931396, 0.22304797172546387, 0.2456923246383667, 0.24806129932403564, 0.25121814489364624]
60.918617
[0.005566906929016113, 0.038650035858154304, 0.051775884628295896, 0.053327083587646484, 0.10651211738586426, 0.14031062126159666, 0.17281560897827147]
155.936921
256.196133
[256.0, 256.0, 256.0, 258.0, 258.0]
154.743094
[21.0, 22.0, 169.0, 283.84999999999997, 330.71999999999935]
false
prompt_tokens=256,generated_tokens=1024
emulated
360
meta-llama/Meta-Llama-3.1-70B-Instruct
http://localhost:8000/v1
a100x2
LLM reference/Benchmarking
asynchronous
1.247317
436
0
436
1,726,796,106.109361
1,726,796,463.281974
357.172614
1.220698
9.750184
[1.4085338234901428, 1.4593434929847717, 1.5300337076187134, 10.921644687652588, 15.970586657524109, 17.4742488861084, 21.20292197465896]
224.188749
[0.19521526098251343, 0.19849973917007446, 0.20254921913146973, 0.22327637672424316, 0.24486351013183594, 0.24687284231185913, 0.2537341952323913]
63.486351
[0.004871723651885987, 0.029983770847320557, 0.05196738243103027, 0.05365586280822754, 0.10783116817474366, 0.15104644298553466, 0.17447261571884154]
183.160739
256.176606
[256.0, 256.0, 256.0, 257.0, 258.0]
150.045872
[21.0, 22.0, 168.0, 270.5, 327.29999999999995]
false
prompt_tokens=256,generated_tokens=1024
emulated
360
meta-llama/Meta-Llama-3.1-70B-Instruct
http://localhost:8000/v1
a100x2
LLM reference/Benchmarking
asynchronous
1.471395
514
0
514
1,726,796,464.512609
1,726,796,824.351709
359.8391
1.428416
10.898837
[1.3719655108451843, 1.6492410898208618, 1.7475610971450806, 12.192304253578186, 18.69594120979309, 20.31950135231018, 24.327886583805086]
228.157523
[0.19598891973495483, 0.20029311180114745, 0.2045295000076294, 0.22607433795928955, 0.24984540939331054, 0.25724364519119264, 0.2685631275177002]
70.267579
[0.006083440780639649, 0.024004697799682617, 0.05118560791015625, 0.05925464630126953, 0.13316750526428223, 0.16013884544372559, 0.17792363166809078]
216.971974
256.14786
[256.0, 256.0, 256.0, 257.0, 258.0]
151.896887
[20.13, 22.0, 171.0, 284.0, 334.83000000000004]
false
prompt_tokens=256,generated_tokens=1024
emulated
360
meta-llama/Meta-Llama-3.1-70B-Instruct
http://localhost:8000/v1
a100x2
LLM reference/Benchmarking
asynchronous
1.695473
587
0
587
1,726,796,824.519275
1,726,797,184.108762
359.589487
1.632417
12.228807
[1.6239849042892456, 1.7701690912246704, 1.939131259918213, 13.545276165008545, 18.88489055633545, 21.0828542470932, 25.152785086631766]
230.293841
[0.20098141193389893, 0.20402891635894777, 0.20694422721862793, 0.2302074432373047, 0.2552944660186768, 0.25861005783081054, 0.26430732727050776]
76.665021
[0.007015557289123535, 0.02229781150817871, 0.04378530979156495, 0.06037092208862305, 0.1449173450469971, 0.16733802556991573, 0.1796067309379578]
255.583112
256.13799
[256.0, 256.0, 256.0, 257.0, 258.0]
156.567291
[20.0, 22.0, 175.0, 269.7999999999997, 322.41999999999996]
false
prompt_tokens=256,generated_tokens=1024
emulated
360
meta-llama/Meta-Llama-3.1-70B-Instruct
http://localhost:8000/v1
a100x2
LLM reference/Benchmarking
asynchronous
1.919551
665
0
665
1,726,797,184.525315
1,726,797,544.280552
359.755237
1.848479
13.85451
[1.8283264446258545, 1.948282289505005, 2.071876287460327, 14.993170499801636, 21.81885666847229, 23.894908666610714, 33.319816789627154]
413.081805
[0.20442095756530762, 0.20791130065917968, 0.21146187782287598, 0.23980379104614258, 0.6092362880706806, 1.6615372657775818, 3.278769636154175]
83.494146
[0.009072303771972656, 0.023409485816955566, 0.03911757469177246, 0.06275367736816406, 0.15373077392578127, 0.17105989456176757, 0.22169204711914076]
297.68017
256.138346
[256.0, 256.0, 256.0, 257.0, 258.0]
161.040602
[20.0, 22.0, 176.0, 279.79999999999995, 400.6000000000008]
false
prompt_tokens=256,generated_tokens=1024
emulated
360
meta-llama/Meta-Llama-3.1-70B-Instruct
http://localhost:8000/v1
a100x2
LLM reference/Benchmarking
asynchronous
2.143629
741
0
741
1,726,797,546.883612
1,726,797,903.763075
356.879462
2.076331
16.080465
[1.8543664455413817, 2.345778465270996, 4.443995237350464, 17.220011711120605, 25.012707471847534, 27.915322065353394, 32.45639629364014]
1,666.426179
[0.20832438468933107, 0.21519064903259277, 0.2249009609222412, 1.213066816329956, 3.8942794799804688, 4.561614036560059, 5.415849208831788]
91.17443
[0.01339991569519043, 0.031229043006896974, 0.04838850498199463, 0.06371200084686279, 0.15552220344543458, 0.20271745920181272, 0.3477130866050718]
328.360168
256.136302
[256.0, 256.0, 256.0, 257.0, 258.0]
158.144399
[20.0, 22.0, 175.0, 277.0, 343.20000000000016]
false
prompt_tokens=256,generated_tokens=1024
emulated
360
meta-llama/Meta-Llama-3.1-70B-Instruct
http://localhost:8000/v1
a100x2
LLM reference/Benchmarking
synchronous
null
64
0
64
1,726,786,907.5
1,726,787,264.497057
356.997056
0.179273
5.577658
[0.7254299592971801, 0.7871220231056213, 0.8563165187835693, 5.978556036949158, 8.571089625358583, 9.379275929927823, 10.82609858036041]
129.450008
[0.1199838924407959, 0.12249276638031006, 0.1262995719909668, 0.12937891483306885, 0.13379373550415039, 0.1350775718688965, 0.13669750690460203]
30.253575
[0.029048140048980712, 0.02967904806137085, 0.02974436283111572, 0.03044450283050537, 0.030979681015014648, 0.031176340579986573, 0.03177098035812378]
32.280378
256.140625
[256.0, 256.0, 256.0, 257.0, 258.0]
180.0625
[20.89, 23.0, 194.0, 304.3499999999999, 349.1699999999999]
false
prompt_tokens=256,generated_tokens=1024
emulated
360
meta-llama/Meta-Llama-3.1-70B-Instruct
http://localhost:8000/v1
a100x4
LLM reference/Benchmarking
throughput
null
320
0
320
1,726,787,269.46879
1,726,787,322.890829
53.422039
5.990037
30.915138
[13.042210564613342, 14.621221244335175, 15.789488577842713, 33.48879814147949, 38.567415022850035, 39.60606882572174, 40.89241701364517]
8,837.971607
[1.5809723329544068, 1.625828170776367, 4.065473818778992, 8.480096936225891, 14.610197854042053, 19.197538506984714, 21.938371992111207]
134.043405
[0.0002527451515197754, 0.04392002820968628, 0.05636827945709229, 0.09201157093048096, 0.1851851224899292, 0.28785990476608275, 0.544028513431549]
988.917709
256.15
[256.0, 256.0, 256.0, 257.0, 258.0]
165.09375
[21.0, 23.0, 179.0, 279.0, 345.43]
false
prompt_tokens=256,generated_tokens=1024
emulated
360
meta-llama/Meta-Llama-3.1-70B-Instruct
http://localhost:8000/v1
a100x4
LLM reference/Benchmarking
asynchronous
0.824914
292
0
292
1,726,787,322.893317
1,726,787,679.726964
356.833646
0.818308
5.334524
[0.7448662066459656, 0.7958822607994079, 0.8655296087265014, 5.872627258300781, 8.391460514068605, 9.423895359039307, 12.028037059307097]
139.62816
[0.11991470098495484, 0.12331916093826294, 0.1263141632080078, 0.13961398601531982, 0.15128979682922364, 0.1543383002281189, 0.16019434213638303]
33.683352
[0.005737957954406739, 0.030414581298828125, 0.03088545799255371, 0.03183603286743164, 0.03314685821533203, 0.04908794164657378, 0.09927668333053571]
126.204467
256.160959
[256.0, 256.0, 256.0, 257.0, 258.0]
154.226027
[20.0, 21.0, 171.5, 271.79999999999995, 345.25999999999965]
false
prompt_tokens=256,generated_tokens=1024
emulated
360
meta-llama/Meta-Llama-3.1-70B-Instruct
http://localhost:8000/v1
a100x4
LLM reference/Benchmarking
asynchronous
1.470554
524
0
524
1,726,787,682.895374
1,726,788,042.872225
359.976851
1.455649
6.013156
[0.8640345430374146, 0.920614731311798, 0.9759042024612427, 6.592206597328186, 9.799111771583556, 11.135388064384461, 13.720564780235287]
141.742057
[0.12351011037826538, 0.12524285316467285, 0.12684504985809325, 0.14148616790771484, 0.15536150932312012, 0.15768864154815673, 0.16201902866363524]
38.145774
[0.005119423866271975, 0.026115894317626953, 0.03191018104553223, 0.034200072288513184, 0.06510117053985598, 0.08309307098388671, 0.10489172220230104]
224.058852
256.135496
[256.0, 256.0, 256.0, 257.0, 258.0]
153.923664
[20.0, 22.0, 169.0, 282.69999999999993, 357.8499999999999]
false
prompt_tokens=256,generated_tokens=1024
emulated
360
meta-llama/Meta-Llama-3.1-70B-Instruct
http://localhost:8000/v1
a100x4
LLM reference/Benchmarking
asynchronous
2.116195
751
0
751
1,726,788,043.38371
1,726,788,402.751122
359.367412
2.089783
6.690406
[0.889702320098877, 0.9561570882797241, 1.1120636463165283, 7.309056043624878, 10.88422966003418, 12.042697310447693, 15.393579602241516]
144.307921
[0.12359237670898438, 0.12655699253082275, 0.13030648231506348, 0.1427011489868164, 0.158463716506958, 0.16158974170684814, 0.16907858848571777]
42.584903
[0.005707035064697266, 0.01957106590270996, 0.03317861557006836, 0.035558223724365234, 0.07618131637573242, 0.09411072731018066, 0.1060521125793457]
321.186608
256.131824
[256.0, 256.0, 256.0, 257.0, 258.0]
153.693742
[20.0, 22.0, 168.0, 274.5, 361.0]
false
prompt_tokens=256,generated_tokens=1024
emulated
360
meta-llama/Meta-Llama-3.1-70B-Instruct
http://localhost:8000/v1
a100x4
LLM reference/Benchmarking
asynchronous
2.761835
969
0
969
1,726,788,402.909833
1,726,788,762.097121
359.187287
2.697757
7.736259
[1.030806427001953, 1.0951499462127685, 1.2145235538482666, 8.61638069152832, 12.634013462066651, 13.765072202682493, 17.29881545066833]
149.031581
[0.12599274635314942, 0.12955055236816407, 0.1318812370300293, 0.14623260498046875, 0.16621007919311523, 0.16956729888916014, 0.17734689712524407]
49.543447
[0.006792926788330078, 0.017723798751831055, 0.028958559036254883, 0.03928804397583008, 0.08822178840637207, 0.09945869445800781, 0.10957064628601075]
413.294137
256.157895
[256.0, 256.0, 256.0, 257.0, 258.0]
153.199174
[20.0, 22.0, 170.0, 273.1999999999998, 343.31999999999994]
false
prompt_tokens=256,generated_tokens=1024
emulated
360
meta-llama/Meta-Llama-3.1-70B-Instruct
http://localhost:8000/v1
a100x4
LLM reference/Benchmarking
asynchronous
3.407475
1,199
0
1,199
1,726,788,762.924631
1,726,789,122.743884
359.819253
3.332229
8.994043
[1.1847599840164185, 1.3058842182159425, 1.4056160926818848, 9.928162336349487, 14.104188871383668, 15.79864227771759, 20.26988867282867]
150.935074
[0.12960149765014647, 0.1320190668106079, 0.13398075103759766, 0.1477959156036377, 0.16855106353759766, 0.17185451984405517, 0.1827446079254149]
56.133368
[0.0065283823013305665, 0.018424022197723388, 0.02431342601776123, 0.04218888282775879, 0.09640336036682129, 0.10152511596679686, 0.11071976900100702]
525.094192
256.150125
[256.0, 256.0, 256.0, 257.0, 258.0]
157.580484
[21.0, 22.0, 174.0, 277.0, 359.0]
false
prompt_tokens=256,generated_tokens=1024
emulated
360
meta-llama/Meta-Llama-3.1-70B-Instruct
http://localhost:8000/v1
a100x4
LLM reference/Benchmarking
asynchronous
4.053116
1,426
0
1,426
1,726,789,123.433151
1,726,789,482.914897
359.481745
3.966822
9.541403
[1.245822012424469, 1.4133840203285217, 1.4746615886688232, 10.598210096359253, 15.075592398643494, 16.556182384490967, 20.559752821922302]
149.049301
[0.12917953729629517, 0.1318545937538147, 0.13363564014434814, 0.14499139785766602, 0.16591095924377441, 0.1692904829978943, 0.19865953922271729]
60.097867
[0.00039768218994140625, 0.020216941833496094, 0.024979591369628906, 0.04548931121826172, 0.09586787223815918, 0.09975588321685791, 0.10837829113006592]
620.273499
256.164095
[256.0, 256.0, 256.0, 257.0, 258.0]
156.365358
[20.25, 22.0, 174.0, 273.75, 339.5]
false
prompt_tokens=256,generated_tokens=1024
emulated
360
meta-llama/Meta-Llama-3.1-70B-Instruct
http://localhost:8000/v1
a100x4
LLM reference/Benchmarking
asynchronous
4.698756
1,637
0
1,637
1,726,789,483.814438
1,726,789,842.090658
358.27622
4.5691
11.243107
[1.4681001663208009, 1.5837837696075439, 1.692277765274048, 12.523866415023804, 17.8041383266449, 19.911171865463253, 26.21314623832701]
153.177685
[0.13194859504699707, 0.13474564552307128, 0.13637566566467285, 0.14621996879577637, 0.17063188552856445, 0.17580657005310057, 0.2871815586090081]
69.286822
[0.0003414154052734375, 0.02081112861633301, 0.027887582778930664, 0.08358359336853027, 0.09630517959594725, 0.10089788436889648, 0.11143295764923096]
731.681271
256.165547
[256.0, 256.0, 256.0, 257.0, 258.0]
160.136836
[21.0, 22.0, 178.0, 283.0, 374.3999999999987]
false
prompt_tokens=256,generated_tokens=1024
emulated
360
meta-llama/Meta-Llama-3.1-70B-Instruct
http://localhost:8000/v1
a100x4
LLM reference/Benchmarking
asynchronous
5.344397
1,854
0
1,854
1,726,789,843.721644
1,726,790,202.927483
359.205839
5.161386
13.8346
[1.6902627348899841, 1.8880159854888916, 2.078249979019165, 15.170289158821106, 22.44634065628052, 24.90473691225052, 30.84458044052125]
167.518378
[0.13310909986495972, 0.1413642644882202, 0.14391067028045654, 0.1592845916748047, 0.1862657070159912, 0.19291052818298338, 0.39227720260620136]
86.706373
[0.0002193450927734375, 0.022850656509399415, 0.04922885894775391, 0.09039878845214844, 0.10980081558227539, 0.1174471378326416, 0.14874192237854023]
813.992892
256.126753
[256.0, 256.0, 256.0, 257.0, 258.0]
157.708198
[20.0, 22.0, 173.0, 283.0, 345.4100000000001]
false
prompt_tokens=256,generated_tokens=1024
emulated
360
meta-llama/Meta-Llama-3.1-70B-Instruct
http://localhost:8000/v1
a100x4
LLM reference/Benchmarking
asynchronous
5.990037
2,054
0
2,054
1,726,790,205.172317
1,726,790,562.720114
357.547796
5.744687
16.880988
[2.129232594966888, 2.4298243641853334, 2.6243680477142335, 18.655059933662415, 27.77969059944153, 30.83676105737686, 38.01520659923553]
180.156194
[0.13951152563095093, 0.14553921222686766, 0.1486384630203247, 0.17019343376159668, 0.19459304809570313, 0.2646507501602171, 0.5016555333137516]
108.925321
[0.0002090930938720703, 0.05818583965301514, 0.0682725191116333, 0.1080172061920166, 0.14447927474975586, 0.14893153905868528, 0.33753502368927024]
881.482149
256.159688
[256.0, 256.0, 256.0, 257.0, 258.0]
153.443038
[21.0, 22.0, 171.0, 276.0, 344.47]
false
prompt_tokens=256,generated_tokens=1024
emulated
360
meta-llama/Meta-Llama-3.1-70B-Instruct
http://localhost:8000/v1
a100x4
LLM reference/Benchmarking
synchronous
null
41
0
41
1,726,779,437.80776
1,726,779,795.590619
357.78286
0.114595
8.725483
[1.576054573059082, 1.58162260055542, 1.7035396099090576, 8.505781173706055, 15.300053596496582, 16.767171621322632, 17.687577295303345]
297.819719
[0.28886613845825193, 0.29075193405151367, 0.291658878326416, 0.2978663444519043, 0.3043489456176758, 0.3088822364807129, 0.3103344440460205]
63.877987
[0.03827719926834107, 0.061959254741668704, 0.06256272792816162, 0.06407058238983154, 0.06652140617370605, 0.0675973653793335, 0.07153086185455322]
15.118108
256.341463
[256.0, 256.0, 256.0, 258.0, 258.0]
131.926829
[21.0, 21.0, 128.0, 258.0, 271.40000000000003]
false
prompt_tokens=256,generated_tokens=1024
emulated
360
meta-llama/Meta-Llama-3.1-70B-Instruct
http://localhost:8000/v1
a6000x4
LLM reference/Benchmarking
throughput
null
205
0
205
1,726,779,797.986962
1,726,779,878.180394
80.193431
2.556319
61.55229
[37.09389625549316, 38.97462058067322, 39.919882106781, 64.80084657669067, 74.03870463371277, 75.85479221343994, 78.47155600547791]
21,578.926898
[1.3718434524536134, 8.11628155708313, 8.178632640838623, 23.81589984893799, 32.21520824432373, 32.32651681900025, 32.52323832511902]
246.701404
[0.06559916496276856, 0.0924687385559082, 0.10610036849975586, 0.17599964141845703, 0.22272272109985353, 0.24434132575988768, 0.3173629951477051]
415.669955
256.17561
[256.0, 256.0, 256.0, 257.0, 258.0]
162.604878
[21.04, 24.0, 173.0, 276.4, 298.92]
false
prompt_tokens=256,generated_tokens=1024
emulated
360
meta-llama/Meta-Llama-3.1-70B-Instruct
http://localhost:8000/v1
a6000x4
LLM reference/Benchmarking
asynchronous
0.385897
135
0
135
1,726,779,883.365252
1,726,780,237.990131
354.62488
0.380684
11.945185
[1.7637249946594238, 1.9911510467529296, 2.1371992588043214, 12.461424112319946, 20.15729289054871, 22.06721589565277, 30.548008847236623]
346.973469
[0.3031928014755249, 0.3103844881057739, 0.3173192024230957, 0.34546470642089844, 0.3810933589935303, 0.39118499755859376, 0.398897123336792]
80.597664
[0.00862805843353272, 0.0645715355873108, 0.06708722114562989, 0.07578408718109131, 0.08511812686920167, 0.14407931566238402, 0.25562589168548555]
54.804389
256.118519
[256.0, 256.0, 256.0, 257.0, 258.0]
143.962963
[21.0, 22.0, 155.0, 267.09999999999997, 362.19999999999993]
false
prompt_tokens=256,generated_tokens=1024
emulated
360
meta-llama/Meta-Llama-3.1-70B-Instruct
http://localhost:8000/v1
a6000x4
LLM reference/Benchmarking
asynchronous
0.6572
223
0
223
1,726,780,239.719786
1,726,780,593.63196
353.912174
0.6301
16.430794
[2.144105305671692, 2.3738515615463256, 2.634373950958252, 17.890180349349976, 25.42314949035645, 29.103109812736506, 36.54470860481262]
361.376261
[0.3170448684692383, 0.32379119396209716, 0.3277156829833984, 0.3614177703857422, 0.3960422039031983, 0.39978694915771484, 0.41039453983306884]
97.622276
[0.008529925346374511, 0.054987549781799316, 0.07484817504882812, 0.08558106422424316, 0.16312408447265625, 0.2260369062423706, 0.27879805564880356]
103.737601
256.147982
[256.0, 256.0, 256.0, 257.0, 258.0]
164.636771
[21.0, 23.0, 180.0, 294.0999999999998, 366.78]
false
prompt_tokens=256,generated_tokens=1024
emulated
360
meta-llama/Meta-Llama-3.1-70B-Instruct
http://localhost:8000/v1
a6000x4
LLM reference/Benchmarking
asynchronous
0.928503
323
0
323
1,726,780,600.356442
1,726,780,957.83046
357.474018
0.903562
17.090117
[2.178511791229248, 2.490110421180725, 2.742911863327026, 19.030139446258545, 27.39691815376282, 30.005814099311824, 38.149993481636]
363.07821
[0.3199016523361206, 0.3258856773376465, 0.32961487770080566, 0.35885167121887207, 0.39850716590881347, 0.4033068656921387, 0.413611512184143]
106.257648
[0.008876323699951172, 0.03610820770263672, 0.07052743434906006, 0.08800077438354492, 0.18196196556091315, 0.2578144311904907, 0.2832656836509705]
142.262087
256.120743
[256.0, 256.0, 256.0, 257.0, 258.0]
157.44582
[21.0, 22.0, 174.0, 276.9, 351.47999999999956]
false
prompt_tokens=256,generated_tokens=1024
emulated
360
meta-llama/Meta-Llama-3.1-70B-Instruct
http://localhost:8000/v1
a6000x4
LLM reference/Benchmarking
asynchronous
1.199806
406
0
406
1,726,780,959.056372
1,726,781,316.873742
357.817371
1.134657
19.219118
[2.4825446605682373, 2.7489817142486572, 3.0083749294281006, 20.83203113079071, 30.151119351387024, 32.661566972732544, 44.913385927677126]
365.657307
[0.3237080931663513, 0.3272330164909363, 0.33125901222229004, 0.361209511756897, 0.40406930446624756, 0.4097384810447693, 0.4216324806213379]
116.705673
[0.010631170272827147, 0.03330421447753906, 0.05772190093994141, 0.09160876274108887, 0.23658123016357424, 0.2643397331237793, 0.28595333099365233]
183.330954
256.169951
[256.0, 256.0, 256.0, 257.0, 258.0]
161.573892
[20.05, 22.0, 175.5, 272.5, 375.9999999999998]
false
prompt_tokens=256,generated_tokens=1024
emulated
360
meta-llama/Meta-Llama-3.1-70B-Instruct
http://localhost:8000/v1
a6000x4
LLM reference/Benchmarking
asynchronous
1.471108
499
0
499
1,726,781,319.615284
1,726,781,678.252952
358.637668
1.391376
22.034842
[2.725984320640564, 3.2269033193588257, 3.4163777828216553, 24.485616445541382, 34.7015513420105, 38.65363364219665, 50.104774250984185]
378.440806
[0.32274203300476073, 0.3322909355163574, 0.3404091835021973, 0.37201881408691406, 0.4253814220428467, 0.43316543102264404, 0.4490173387527466]
139.126627
[0.0017816901206970214, 0.029308021068572998, 0.045311927795410156, 0.10882723331451416, 0.25929951667785645, 0.277349591255188, 0.297619640827179]
216.639263
256.130261
[256.0, 256.0, 256.0, 257.0, 258.0]
155.701403
[20.0, 22.0, 175.0, 277.09999999999997, 354.03999999999996]
false
prompt_tokens=256,generated_tokens=1024
emulated
360
meta-llama/Meta-Llama-3.1-70B-Instruct
http://localhost:8000/v1
a6000x4
LLM reference/Benchmarking
asynchronous
1.742411
580
0
580
1,726,781,680.590894
1,726,782,037.551027
356.960133
1.624831
25.645411
[3.460180380344391, 3.7853885293006897, 4.005724334716797, 28.040237426757812, 41.36044285297394, 45.09383969306945, 63.709939365386965]
390.068029
[0.33653918266296384, 0.3460286259651184, 0.3526762008666992, 0.38167762756347656, 0.43488001823425293, 0.4440739631652832, 0.46073722362518316]
162.479939
[0.0011630487442016602, 0.027261686325073243, 0.042320203781127934, 0.1916816234588623, 0.2739425182342529, 0.2883179664611816, 0.30661334514617916]
252.686481
256.132759
[256.0, 256.0, 256.0, 257.0, 258.0]
155.515517
[21.0, 22.0, 171.5, 274.0, 385.21000000000004]
false
prompt_tokens=256,generated_tokens=1024
emulated
360
meta-llama/Meta-Llama-3.1-70B-Instruct
http://localhost:8000/v1
a6000x4
LLM reference/Benchmarking
asynchronous
2.013714
669
0
669
1,726,782,043.323821
1,726,782,396.933972
353.610151
1.891914
28.180964
[3.9065081882476806, 4.249621152877808, 4.518108177185058, 30.875464916229248, 45.75876960754396, 50.369082403182986, 61.64006051063539]
395.709975
[0.3349992847442627, 0.3523552894592285, 0.35724797248840334, 0.38675880432128906, 0.4418793678283692, 0.4481194972991943, 0.4679088020324711]
186.060056
[0.0006915736198425294, 0.02887929677963257, 0.04390175342559815, 0.21324265003204346, 0.27720017433166505, 0.2896313428878784, 0.3117154884338379]
282.658741
256.144993
[256.0, 256.0, 256.0, 257.0, 258.0]
149.403587
[21.0, 22.0, 166.0, 267.60000000000014, 324.32000000000005]
false
prompt_tokens=256,generated_tokens=1024
emulated
360
meta-llama/Meta-Llama-3.1-70B-Instruct
http://localhost:8000/v1
a6000x4
LLM reference/Benchmarking
asynchronous
2.285016
737
0
737
1,726,782,398.38472
1,726,782,758.146216
359.761495
2.048579
34.730081
[4.198633432388306, 4.842189598083496, 5.282639503479004, 38.423778772354126, 56.078079986572256, 62.334114789962726, 82.51995237350461]
407.585304
[0.3376187229156494, 0.35564365386962893, 0.3630730152130127, 0.40541887283325195, 0.45470104217529295, 0.45775661468505857, 0.5044454765319817]
224.601887
[0.012956624031066889, 0.12436494827270508, 0.1480611801147461, 0.22470402717590332, 0.3066819429397583, 0.32922152280807493, 0.367075545787811]
313.16581
256.166893
[256.0, 256.0, 256.0, 257.0, 258.0]
152.869742
[20.0, 22.0, 170.0, 267.19999999999993, 353.8399999999999]
false
prompt_tokens=256,generated_tokens=1024
emulated
360
meta-llama/Meta-Llama-3.1-70B-Instruct
http://localhost:8000/v1
a6000x4
LLM reference/Benchmarking
asynchronous
2.556319
755
0
755
1,726,782,761.956717
1,726,783,118.263835
356.307118
2.118959
55.951584
[5.124059705734253, 7.246208548545837, 9.2362144947052, 58.97579002380371, 98.95034589767457, 109.46858716011043, 128.42909449577337]
441.997172
[0.33814881324768065, 0.360187029838562, 0.3733267307281494, 0.41567039489746094, 0.5340648174285889, 0.6452154874801636, 0.7317939758300788]
374.401403
[0.07171378135681153, 0.16243038177490235, 0.2193089008331299, 0.3877437114715576, 0.4552969455718994, 0.6089448928833007, 0.6671073246002197]
314.256983
256.137748
[256.0, 256.0, 256.0, 257.0, 258.0]
148.307285
[20.54, 22.0, 164.0, 279.29999999999995, 325.3000000000002]
false
prompt_tokens=256,generated_tokens=1024
emulated
360
meta-llama/Meta-Llama-3.1-70B-Instruct
http://localhost:8000/v1
a6000x4
LLM reference/Benchmarking
synchronous
null
46
0
46
1,726,770,290.418174
1,726,770,644.717737
354.299563
0.129834
7.701762
[1.224192726612091, 2.8536206483840942, 4.053787589073181, 7.0226134061813354, 13.191752076148987, 14.11438363790512, 16.88825882673263]
91.977643
[0.08658242225646973, 0.08808934688568115, 0.08950161933898926, 0.09156811237335205, 0.09622728824615479, 0.09651440382003784, 0.09755009412765503]
24.376233
[0.023525838851928712, 0.024058258533477782, 0.024196934700012208, 0.024423599243164062, 0.02480483055114746, 0.02490401268005371, 0.025287742614746093]
40.530674
256.173913
[256.0, 256.0, 256.0, 257.0, 258.0]
312.173913
[47.85, 113.5, 283.0, 574.25, 684.1499999999999]
false
prompt_tokens=256,generated_tokens=1024
emulated
360
meta-llama/Meta-Llama-3.1-8B-Instruct
http://localhost:8000/v1
a6000x1
LLM reference/Benchmarking
throughput
null
230
0
230
1,726,770,650.555581
1,726,770,699.71445
49.158869
4.678708
25.905938
[6.166987936496735, 12.115015196800233, 18.17546954154968, 26.20231282711029, 33.56367237567902, 37.20290021896361, 43.212435901165016]
6,509.883447
[0.24875243425369262, 0.6259165525436401, 1.1368686676025392, 5.8602135181427, 12.753625321388244, 13.909781396389006, 14.80118722677231]
71.925612
[0.001464700698852539, 0.029666042327880858, 0.033085298538208005, 0.0668802261352539, 0.10736570358276368, 0.11140298843383789, 0.22705794334411622]
1,263.637696
256.173913
[256.0, 256.0, 256.0, 257.0, 258.0]
270.082609
[23.0, 54.500000000000014, 239.0, 536.5499999999993, 792.9100000000002]
false
prompt_tokens=256,generated_tokens=1024
emulated
360
meta-llama/Meta-Llama-3.1-8B-Instruct
http://localhost:8000/v1
a6000x1
LLM reference/Benchmarking
asynchronous
0.635264
224
0
224
1,726,770,702.866411
1,726,771,059.647728
356.781317
0.627836
6.880436
[0.983240430355072, 2.3495216608047484, 3.3053776502609256, 6.517505407333374, 11.261224341392523, 13.491809737682342, 16.118203520774845]
108.712213
[0.09538542509078979, 0.09681611061096192, 0.09746344089508056, 0.10754358768463135, 0.11934607028961182, 0.12123090028762817, 0.1395886445045473]
26.025305
[0.011182847023010254, 0.024454188346862794, 0.024876832962036133, 0.0255892276763916, 0.026310849189758304, 0.02675696611404419, 0.06759142637252809]
163.371783
256.183036
[256.0, 256.0, 256.0, 257.0, 258.0]
260.214286
[35.46, 87.95, 246.0, 511.7, 609.9300000000001]
false
prompt_tokens=256,generated_tokens=1024
emulated
360
meta-llama/Meta-Llama-3.1-8B-Instruct
http://localhost:8000/v1
a6000x1
LLM reference/Benchmarking
asynchronous
1.140695
404
0
404
1,726,771,060.600063
1,726,771,418.160594
357.560531
1.129879
7.763205
[0.6781750416755676, 2.598484563827515, 3.6247698783874513, 7.1307642459869385, 12.105213022232055, 14.946647858619668, 27.433113305568646]
111.94158
[0.09623178482055664, 0.09752086400985718, 0.10000345706939698, 0.1109846830368042, 0.12157602310180664, 0.12418577671051023, 0.1285199475288391]
27.775425
[0.006699304580688476, 0.024481034278869628, 0.025344371795654297, 0.026852130889892578, 0.028325343132019044, 0.029623532295227045, 0.07767385482788076]
311.287154
256.175743
[256.0, 256.0, 256.0, 257.0, 258.0]
275.50495
[22.0, 93.75000000000001, 254.0, 530.7499999999995, 955.3499999999983]
false
prompt_tokens=256,generated_tokens=1024
emulated
360
meta-llama/Meta-Llama-3.1-8B-Instruct
http://localhost:8000/v1
a6000x1
LLM reference/Benchmarking
asynchronous
1.646125
580
0
580
1,726,771,419.723519
1,726,771,779.316481
359.592962
1.612935
8.4769
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emulated
360
meta-llama/Meta-Llama-3.1-8B-Instruct
http://localhost:8000/v1
a6000x1
LLM reference/Benchmarking
asynchronous
2.151556
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1,726,772,138.668142
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8.955842
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280.200531
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emulated
360
meta-llama/Meta-Llama-3.1-8B-Instruct
http://localhost:8000/v1
a6000x1
LLM reference/Benchmarking
asynchronous
2.656986
927
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120.045688
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276.925566
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emulated
360
meta-llama/Meta-Llama-3.1-8B-Instruct
http://localhost:8000/v1
a6000x1
LLM reference/Benchmarking
asynchronous
3.162417
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1,726,772,502.912381
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356.300643
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9.768956
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856.220739
256.155515
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275.833635
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prompt_tokens=256,generated_tokens=1024
emulated
360
meta-llama/Meta-Llama-3.1-8B-Instruct
http://localhost:8000/v1
a6000x1
LLM reference/Benchmarking
asynchronous
3.667847
1,281
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1,281
1,726,772,862.233623
1,726,773,219.607307
357.373684
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37.422073
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986.26736
256.172521
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275.149102
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prompt_tokens=256,generated_tokens=1024
emulated
360
meta-llama/Meta-Llama-3.1-8B-Instruct
http://localhost:8000/v1
a6000x1
LLM reference/Benchmarking
asynchronous
4.173278
1,464
0
1,464
1,726,773,219.782767
1,726,773,579.708504
359.925738
4.067506
11.43361
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132.166696
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40.690886
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1,130.019216
256.146175
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277.816257
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prompt_tokens=256,generated_tokens=1024
emulated
360
meta-llama/Meta-Llama-3.1-8B-Instruct
http://localhost:8000/v1
a6000x1
LLM reference/Benchmarking
asynchronous
4.678708
1,616
0
1,616
1,726,773,579.80284
1,726,773,938.819138
359.016298
4.501188
12.073154
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137.943253
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43.596253
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1,232.840966
256.134282
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273.892327
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false
prompt_tokens=256,generated_tokens=1024
emulated
360
meta-llama/Meta-Llama-3.1-8B-Instruct
http://localhost:8000/v1
a6000x1
LLM reference/Benchmarking
synchronous
null
74
0
74
1,726,526,114.240684
1,726,526,354.00681
239.766127
0.308634
3.239631
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52.298253
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12.364675
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79.556692
256.040541
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257.77027
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false
prompt_tokens=256,generated_tokens=1024
emulated
240
meta-llama/Meta-Llama-3.1-8B-Instruct
http://localhost:8000/v1
a100x1
LLM reference/Benchmarking