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Datasets:
ibm-research
/
LLM_Fine-Tuning_Performance

Tasks:
Tabular Regression
Languages:
English
Size:
n<1K
Tags:
llm-fine-tuning
performance-modeling
gpu-benchmarking
throughput-prediction
machine-learning
research
License:
Dataset card Data Studio Files
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LLM_Fine-Tuning_Performance
File size: 15,301 Bytes
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,method,model_name,gpu_model,number_gpus,tokens_per_sample,batch_size,version,dataset_tokens_per_second,train_runtime
0,lora,llama-7b,NVIDIA-A100-SXM4-80GB,1.0,512.0,1.0,v2.1.0,2874.7520072114444,729.5071
1,lora,llama-7b,L40S,1.0,512.0,1.0,v2.1.0,2684.790655915822,781.1231
2,lora,llama-7b,NVIDIA-A100-SXM4-80GB,1.0,512.0,2.0,v2.1.0,3101.909495888234,676.0842
3,lora,llama-7b,L40S,1.0,512.0,2.0,v2.1.0,3159.862856522941,663.6845
4,lora,llama-7b,NVIDIA-A100-SXM4-80GB,2.0,512.0,2.0,v2.1.0,2049.970293713938,1023.0158
5,lora,llama-7b,L40S,2.0,512.0,2.0,v2.1.0,411.439245932236,5097.1122
6,lora,llama-7b,NVIDIA-A100-SXM4-80GB,1.0,512.0,4.0,v2.1.0,3456.8283813226776,606.6694
7,lora,llama-7b,L40S,1.0,512.0,4.0,v2.1.0,3375.365960042555,621.311
8,lora,llama-7b,NVIDIA-A100-SXM4-80GB,2.0,512.0,4.0,v2.1.0,3643.48107386123,575.5902
9,lora,llama-7b,L40S,2.0,512.0,4.0,v2.1.0,793.7197061474302,2642.1821
10,lora,llama-7b,NVIDIA-A100-SXM4-80GB,4.0,512.0,4.0,v2.1.0,3928.650242089973,533.8098
11,lora,llama-7b,L40S,4.0,512.0,4.0,v2.1.0,797.3695176739333,2630.088
12,lora,llama-7b,NVIDIA-A100-SXM4-80GB,1.0,512.0,8.0,v2.1.0,3722.6270505138255,563.3527
13,lora,llama-7b,L40S,1.0,512.0,8.0,v2.1.0,3013.5603259697336,695.9051
14,lora,llama-7b,NVIDIA-A100-SXM4-80GB,2.0,512.0,8.0,v2.1.0,5728.061094889912,366.119
15,lora,llama-7b,L40S,2.0,512.0,8.0,v2.1.0,1304.8443673665215,1607.2047
16,lora,llama-7b,NVIDIA-A100-SXM4-80GB,4.0,512.0,8.0,v2.1.0,6774.733657906885,309.5549
17,lora,llama-7b,L40S,4.0,512.0,8.0,v2.1.0,1570.8315403407414,1335.0585
18,lora,llama-7b,NVIDIA-A100-SXM4-80GB,8.0,512.0,8.0,v2.1.0,7731.21932804832,271.2576
19,lora,llama-7b,NVIDIA-A100-SXM4-80GB,1.0,512.0,16.0,v2.1.0,3791.111004253437,553.1761
20,lora,llama-7b,L40S,1.0,512.0,16.0,v2.1.0,2666.414072865259,786.5065
21,lora,llama-7b,NVIDIA-A100-SXM4-80GB,2.0,512.0,16.0,v2.1.0,6912.685952442717,303.3773
22,lora,llama-7b,L40S,2.0,512.0,16.0,v2.1.0,2232.7697657401254,939.2603
23,lora,llama-7b,NVIDIA-A100-SXM4-80GB,4.0,512.0,16.0,v2.1.0,11335.877099242009,185.0013
24,lora,llama-7b,L40S,4.0,512.0,16.0,v2.1.0,2967.034630580029,706.8175
25,lora,llama-7b,NVIDIA-A100-SXM4-80GB,8.0,512.0,16.0,v2.1.0,13660.083335450265,153.5241
26,lora,llama-7b,NVIDIA-A100-SXM4-80GB,1.0,512.0,32.0,v2.1.0,3951.163615303253,530.7682
27,lora,llama-7b,L40S,1.0,512.0,32.0,v2.1.0,2686.439408913439,780.6437
28,lora,llama-7b,NVIDIA-A100-SXM4-80GB,2.0,512.0,32.0,v2.1.0,7284.382956404547,287.897
29,lora,llama-7b,L40S,2.0,512.0,32.0,v2.1.0,3995.448148385942,524.8853
30,lora,llama-7b,NVIDIA-A100-SXM4-80GB,4.0,512.0,32.0,v2.1.0,13606.08408041346,154.1334
31,lora,llama-7b,L40S,4.0,512.0,32.0,v2.1.0,5008.814348866697,418.6923
32,lora,llama-7b,NVIDIA-A100-SXM4-80GB,8.0,512.0,32.0,v2.1.0,22020.88104440923,95.2347
33,lora,llama-7b,NVIDIA-A100-SXM4-80GB,1.0,512.0,64.0,v2.1.0,3949.1710543164686,531.036
34,lora,llama-7b,L40S,1.0,512.0,64.0,v2.1.0,2598.069713410445,807.1962
35,lora,llama-7b,NVIDIA-A100-SXM4-80GB,2.0,512.0,64.0,v2.1.0,7604.636860488054,275.7728
36,lora,llama-7b,L40S,2.0,512.0,64.0,v2.1.0,4440.370694322433,472.2921
37,lora,llama-7b,NVIDIA-A100-SXM4-80GB,4.0,512.0,64.0,v2.1.0,14496.148465192411,144.6696
38,lora,llama-7b,L40S,4.0,512.0,64.0,v2.1.0,7119.386548220248,294.5692
39,lora,llama-7b,NVIDIA-A100-SXM4-80GB,8.0,512.0,64.0,v2.1.0,26870.854987340736,78.0456
40,lora,llama-7b,NVIDIA-A100-SXM4-80GB,1.0,512.0,128.0,v2.1.0,3944.445468467225,531.6722
41,lora,llama-7b,NVIDIA-A100-SXM4-80GB,2.0,512.0,128.0,v2.1.0,7754.093620658928,270.4574
42,lora,llama-7b,L40S,2.0,512.0,128.0,v2.1.0,4823.617220698419,434.7675
43,lora,llama-7b,NVIDIA-A100-SXM4-80GB,4.0,512.0,128.0,v2.1.0,15124.517611898536,138.6591
44,lora,llama-7b,L40S,4.0,512.0,128.0,v2.1.0,9093.586472568586,230.6188
45,lora,llama-7b,NVIDIA-A100-SXM4-80GB,8.0,512.0,128.0,v2.1.0,28852.92814669488,72.6842
46,lora,llama-7b,NVIDIA-A100-SXM4-80GB,1.0,1024.0,1.0,v2.1.0,3085.886564880992,1359.1893
47,lora,llama-7b,L40S,1.0,1024.0,1.0,v2.1.0,3167.5102553361394,1324.1643
48,lora,llama-7b,NVIDIA-A100-SXM4-80GB,1.0,1024.0,2.0,v2.1.0,3401.3254476526195,1233.1381
49,lora,llama-7b,L40S,1.0,1024.0,2.0,v2.1.0,3348.953196621204,1252.4224
50,lora,llama-7b,NVIDIA-A100-SXM4-80GB,2.0,1024.0,2.0,v2.1.0,3526.0015358936325,1189.5355
51,lora,llama-7b,L40S,2.0,1024.0,2.0,v2.1.0,738.072199416103,5682.7828
52,lora,llama-7b,NVIDIA-A100-SXM4-80GB,1.0,1024.0,4.0,v2.1.0,3726.725867022928,1125.4662
53,lora,llama-7b,L40S,1.0,1024.0,4.0,v2.1.0,2993.010891300996,1401.3661
54,lora,llama-7b,NVIDIA-A100-SXM4-80GB,2.0,1024.0,4.0,v2.1.0,5586.029811308693,750.856
55,lora,llama-7b,L40S,2.0,1024.0,4.0,v2.1.0,1335.1174778434788,3141.5243
56,lora,llama-7b,NVIDIA-A100-SXM4-80GB,4.0,1024.0,4.0,v2.1.0,6830.250769609575,614.0776
57,lora,llama-7b,L40S,4.0,1024.0,4.0,v2.1.0,1570.2185938517407,2671.1593
58,lora,llama-7b,NVIDIA-A100-SXM4-80GB,1.0,1024.0,8.0,v2.1.0,3745.99393468046,1119.6772
59,lora,llama-7b,L40S,1.0,1024.0,8.0,v2.1.0,2623.3491423383366,1598.8356
60,lora,llama-7b,NVIDIA-A100-SXM4-80GB,2.0,1024.0,8.0,v2.1.0,6827.307837991946,614.3423
61,lora,llama-7b,L40S,2.0,1024.0,8.0,v2.1.0,2262.15628058564,
62,lora,llama-7b,NVIDIA-A100-SXM4-80GB,4.0,1024.0,8.0,v2.1.0,11145.578231292517,376.32
63,lora,llama-7b,L40S,4.0,1024.0,8.0,v2.1.0,2955.8594750664124,1418.9795
64,lora,llama-7b,NVIDIA-A100-SXM4-80GB,8.0,1024.0,8.0,v2.1.0,13670.385715514924,306.8168
65,lora,llama-7b,NVIDIA-A100-SXM4-80GB,1.0,1024.0,16.0,v2.1.0,3914.174734050917,1071.5679
66,lora,llama-7b,L40S,1.0,1024.0,16.0,v2.1.0,2610.8035861898625,1606.5184
67,lora,llama-7b,NVIDIA-A100-SXM4-80GB,2.0,1024.0,16.0,v2.1.0,7212.281931981108,581.5502
68,lora,llama-7b,L40S,2.0,1024.0,16.0,v2.1.0,3802.653504914805,1102.994
69,lora,llama-7b,NVIDIA-A100-SXM4-80GB,4.0,1024.0,16.0,v2.1.0,13475.19061161494,311.2612
70,lora,llama-7b,L40S,4.0,1024.0,16.0,v2.1.0,5015.656947233708,836.2422
71,lora,llama-7b,NVIDIA-A100-SXM4-80GB,8.0,1024.0,16.0,v2.1.0,22276.23933802832,188.286
72,lora,llama-7b,NVIDIA-A100-SXM4-80GB,1.0,1024.0,32.0,v2.1.0,3869.6371836877,1083.9011
73,lora,llama-7b,L40S,1.0,1024.0,32.0,v2.1.0,2676.040935737436,1567.3542
74,lora,llama-7b,NVIDIA-A100-SXM4-80GB,2.0,1024.0,32.0,v2.1.0,7488.507384768544,560.0988
75,lora,llama-7b,L40S,2.0,1024.0,32.0,v2.1.0,4603.501414810061,911.1117
76,lora,llama-7b,NVIDIA-A100-SXM4-80GB,4.0,1024.0,32.0,v2.1.0,14323.169992504272,292.8335
77,lora,llama-7b,L40S,4.0,1024.0,32.0,v2.1.0,7114.4812453544655,589.5446
78,lora,llama-7b,NVIDIA-A100-SXM4-80GB,8.0,1024.0,32.0,v2.1.0,26652.094013943995,157.3724
79,lora,llama-7b,NVIDIA-A100-SXM4-80GB,1.0,1024.0,64.0,v2.1.0,3930.1054145787343,1067.2243
80,lora,llama-7b,NVIDIA-A100-SXM4-80GB,2.0,1024.0,64.0,v2.1.0,7641.039280912631,548.918
81,lora,llama-7b,L40S,2.0,1024.0,64.0,v2.1.0,4857.642814944751,863.4443
82,lora,llama-7b,NVIDIA-A100-SXM4-80GB,4.0,1024.0,64.0,v2.1.0,14965.877845326697,280.2578
83,lora,llama-7b,L40S,4.0,1024.0,64.0,v2.1.0,9121.355690995912,459.8334
84,lora,llama-7b,NVIDIA-A100-SXM4-80GB,8.0,1024.0,64.0,v2.1.0,28575.17369366964,146.7814
85,lora,llama-7b,NVIDIA-A100-SXM4-80GB,2.0,1024.0,128.0,v2.1.0,7703.473401250245,544.4692
86,lora,llama-7b,NVIDIA-A100-SXM4-80GB,4.0,1024.0,128.0,v2.1.0,15222.156976461443,275.5394
87,lora,llama-7b,L40S,4.0,1024.0,128.0,v2.1.0,9736.511127463838,430.781
88,lora,llama-7b,NVIDIA-A100-SXM4-80GB,8.0,1024.0,128.0,v2.1.0,29835.62431178173,140.5804
89,lora,llama-7b,NVIDIA-A100-SXM4-80GB,1.0,2048.0,1.0,v2.1.0,3385.704218016122,2477.6553
90,lora,llama-7b,L40S,1.0,2048.0,1.0,v2.1.0,3231.120911621574,2596.1913
91,lora,llama-7b,NVIDIA-A100-SXM4-80GB,1.0,2048.0,2.0,v2.1.0,3598.9670151636897,2330.8377
92,lora,llama-7b,L40S,1.0,2048.0,2.0,v2.1.0,2880.1854172100097,2912.5236
93,lora,llama-7b,NVIDIA-A100-SXM4-80GB,2.0,2048.0,2.0,v2.1.0,5529.650800966709,1517.0231
94,lora,llama-7b,L40S,2.0,2048.0,2.0,v2.1.0,1534.9640491656462,5465.0192
95,lora,llama-7b,NVIDIA-A100-SXM4-80GB,1.0,2048.0,4.0,v2.1.0,3692.062574780524,2272.0655
96,lora,llama-7b,L40S,1.0,2048.0,4.0,v2.1.0,2590.718931075441,3237.946
97,lora,llama-7b,NVIDIA-A100-SXM4-80GB,2.0,2048.0,4.0,v2.1.0,6655.732210774332,1260.3584
98,lora,llama-7b,L40S,2.0,2048.0,4.0,v2.1.0,2332.1862948168578,3596.8859
99,lora,llama-7b,NVIDIA-A100-SXM4-80GB,4.0,2048.0,4.0,v2.1.0,11020.55878906658,761.1781
100,lora,llama-7b,L40S,4.0,2048.0,4.0,v2.1.0,2941.470728351163,2851.8414
101,lora,llama-7b,NVIDIA-A100-SXM4-80GB,1.0,2048.0,8.0,v2.1.0,3800.277887637171,2207.367
102,lora,llama-7b,L40S,1.0,2048.0,8.0,v2.1.0,2632.935974419058,3186.0281
103,lora,llama-7b,NVIDIA-A100-SXM4-80GB,2.0,2048.0,8.0,v2.1.0,7014.508561336419,1195.8939
104,lora,llama-7b,L40S,2.0,2048.0,8.0,v2.1.0,3636.936877098306,2306.5036
105,lora,llama-7b,NVIDIA-A100-SXM4-80GB,4.0,2048.0,8.0,v2.1.0,13104.339568378591,640.1397
106,lora,llama-7b,L40S,4.0,2048.0,8.0,v2.1.0,4998.094867665844,1678.3611
107,lora,llama-7b,NVIDIA-A100-SXM4-80GB,8.0,2048.0,8.0,v2.1.0,21890.70524036669,383.2041
108,lora,llama-7b,NVIDIA-A100-SXM4-80GB,1.0,2048.0,16.0,v2.1.0,3773.614646681574,2222.9636
109,lora,llama-7b,L40S,1.0,2048.0,16.0,v2.1.0,2593.3805944853907,3234.6228
110,lora,llama-7b,NVIDIA-A100-SXM4-80GB,2.0,2048.0,16.0,v2.1.0,7371.9271033581235,1137.9125
111,lora,llama-7b,L40S,2.0,2048.0,16.0,v2.1.0,4563.9636010566655,1838.0094
112,lora,llama-7b,NVIDIA-A100-SXM4-80GB,4.0,2048.0,16.0,v2.1.0,14000.03237731792,599.1849
113,lora,llama-7b,L40S,4.0,2048.0,16.0,v2.1.0,7061.994650009156,1187.8525
114,lora,llama-7b,NVIDIA-A100-SXM4-80GB,8.0,2048.0,16.0,v2.1.0,25986.458158112484,322.8069
115,lora,llama-7b,NVIDIA-A100-SXM4-80GB,1.0,2048.0,32.0,v2.1.0,3790.8031423787625,2212.8841
116,lora,llama-7b,NVIDIA-A100-SXM4-80GB,2.0,2048.0,32.0,v2.1.0,7464.076175751483,1123.8642
117,lora,llama-7b,L40S,2.0,2048.0,32.0,v2.1.0,4745.438786070329,1767.7202
118,lora,llama-7b,NVIDIA-A100-SXM4-80GB,4.0,2048.0,32.0,v2.1.0,14634.5866561015,573.2043
119,lora,llama-7b,L40S,4.0,2048.0,32.0,v2.1.0,9062.97685759193,925.5908
120,lora,llama-7b,NVIDIA-A100-SXM4-80GB,8.0,2048.0,32.0,v2.1.0,27877.37237920847,300.911
121,lora,llama-7b,NVIDIA-A100-SXM4-80GB,2.0,2048.0,64.0,v2.1.0,7553.236644264917,1110.5978
122,lora,llama-7b,NVIDIA-A100-SXM4-80GB,4.0,2048.0,64.0,v2.1.0,14940.976023145791,561.4498
123,lora,llama-7b,L40S,4.0,2048.0,64.0,v2.1.0,9628.410245226603,871.235
124,lora,llama-7b,NVIDIA-A100-SXM4-80GB,8.0,2048.0,64.0,v2.1.0,29257.80613748568,286.7135
125,lora,llama-7b,NVIDIA-A100-SXM4-80GB,4.0,2048.0,128.0,v2.1.0,15006.379216705176,559.0028
126,lora,llama-7b,NVIDIA-A100-SXM4-80GB,8.0,2048.0,128.0,v2.1.0,29756.61857639018,281.9073
127,lora,llama-7b,NVIDIA-A100-SXM4-80GB,1.0,4096.0,1.0,v2.1.0,3480.892476310754,4819.803
128,lora,llama-7b,L40S,1.0,4096.0,1.0,v2.1.0,2770.639088056802,6055.3596
129,lora,llama-7b,NVIDIA-A100-SXM4-80GB,1.0,4096.0,2.0,v2.1.0,3529.4166898301155,4753.5379
130,lora,llama-7b,L40S,1.0,4096.0,2.0,v2.1.0,2509.4999136786223,6685.4818
131,lora,llama-7b,NVIDIA-A100-SXM4-80GB,2.0,4096.0,2.0,v2.1.0,6408.993087835042,2617.7616
132,lora,llama-7b,L40S,2.0,4096.0,2.0,v2.1.0,2697.4652337030025,6219.6227
133,lora,llama-7b,NVIDIA-A100-SXM4-80GB,1.0,4096.0,4.0,v2.1.0,3605.57467923274,4653.1323
134,lora,llama-7b,L40S,1.0,4096.0,4.0,v2.1.0,2544.6030471111635,6593.2547
135,lora,llama-7b,NVIDIA-A100-SXM4-80GB,2.0,4096.0,4.0,v2.1.0,6737.9219073780405,2489.9689
136,lora,llama-7b,L40S,2.0,4096.0,4.0,v2.1.0,3484.158393861248,4815.2851
137,lora,llama-7b,NVIDIA-A100-SXM4-80GB,4.0,4096.0,4.0,v2.1.0,12608.14689079826,1330.6647
138,lora,llama-7b,L40S,4.0,4096.0,4.0,v2.1.0,4923.988646532488,3407.241
139,lora,llama-7b,NVIDIA-A100-SXM4-80GB,1.0,4096.0,8.0,v2.1.0,3605.827149699864,4652.8065
140,lora,llama-7b,L40S,1.0,4096.0,8.0,v2.1.0,2516.405018610238,6667.1366
141,lora,llama-7b,NVIDIA-A100-SXM4-80GB,2.0,4096.0,8.0,v2.1.0,7060.201148125338,2376.3085
142,lora,llama-7b,L40S,2.0,4096.0,8.0,v2.1.0,4515.189121874169,3715.7283
143,lora,llama-7b,NVIDIA-A100-SXM4-80GB,4.0,4096.0,8.0,v2.1.0,13435.656670176691,1248.7083
144,lora,llama-7b,L40S,4.0,4096.0,8.0,v2.1.0,7034.139433573121,2385.1128
145,lora,llama-7b,NVIDIA-A100-SXM4-80GB,8.0,4096.0,8.0,v2.1.0,25055.085532961417,669.6132
146,lora,llama-7b,NVIDIA-A100-SXM4-80GB,1.0,4096.0,16.0,v2.1.0,3677.365836179089,4562.2918
147,lora,llama-7b,NVIDIA-A100-SXM4-80GB,2.0,4096.0,16.0,v2.1.0,7146.642339628164,2347.5662
148,lora,llama-7b,L40S,2.0,4096.0,16.0,v2.1.0,4703.851408545221,3566.6977
149,lora,llama-7b,NVIDIA-A100-SXM4-80GB,4.0,4096.0,16.0,v2.1.0,14016.240818590726,1196.984
150,lora,llama-7b,L40S,4.0,4096.0,16.0,v2.1.0,8795.101772753475,1907.5636
151,lora,llama-7b,NVIDIA-A100-SXM4-80GB,8.0,4096.0,16.0,v2.1.0,26729.59626195145,627.6644
152,lora,llama-7b,NVIDIA-A100-SXM4-80GB,2.0,4096.0,32.0,v2.1.0,7206.981570949688,2327.9116
153,lora,llama-7b,NVIDIA-A100-SXM4-80GB,4.0,4096.0,32.0,v2.1.0,14237.410106131283,1178.3896
154,lora,llama-7b,L40S,4.0,4096.0,32.0,v2.1.0,9349.483912569043,1794.4537
155,lora,llama-7b,NVIDIA-A100-SXM4-80GB,8.0,4096.0,32.0,v2.1.0,27981.01644983062,599.5928
156,lora,llama-7b,NVIDIA-A100-SXM4-80GB,4.0,4096.0,64.0,v2.1.0,14415.404737114071,1163.8394
157,lora,llama-7b,NVIDIA-A100-SXM4-80GB,8.0,4096.0,64.0,v2.1.0,28464.452721656628,589.4094
158,lora,llama-7b,NVIDIA-A100-SXM4-80GB,8.0,4096.0,128.0,v2.1.0,28743.71191211668,583.683
159,lora,llama-7b,NVIDIA-A100-SXM4-80GB,1.0,8192.0,1.0,v2.1.0,3224.7852840970045,10405.1678
160,lora,llama-7b,L40S,1.0,8192.0,1.0,v2.1.0,2339.0786017188498,14345.1494
161,lora,llama-7b,NVIDIA-A100-SXM4-80GB,1.0,8192.0,2.0,v2.1.0,3303.0139638989376,10158.7315
162,lora,llama-7b,L40S,1.0,8192.0,2.0,v2.1.0,2327.3248332946905,14417.5972
163,lora,llama-7b,NVIDIA-A100-SXM4-80GB,2.0,8192.0,2.0,v2.1.0,6288.395634357122,5335.9289
164,lora,llama-7b,L40S,2.0,8192.0,2.0,v2.1.0,3672.5683776385777,9136.503
165,lora,llama-7b,NVIDIA-A100-SXM4-80GB,1.0,8192.0,4.0,v2.1.0,3342.8338635250902,10037.7205
166,lora,llama-7b,L40S,1.0,8192.0,4.0,v2.1.0,2396.4425748646195,14001.7676
167,lora,llama-7b,NVIDIA-A100-SXM4-80GB,2.0,8192.0,4.0,v2.1.0,6522.331027849687,5144.546
168,lora,llama-7b,L40S,2.0,8192.0,4.0,v2.1.0,4182.035424053668,8023.4691
169,lora,llama-7b,NVIDIA-A100-SXM4-80GB,4.0,8192.0,4.0,v2.1.0,12441.537410728928,2696.9683
170,lora,llama-7b,L40S,4.0,8192.0,4.0,v2.1.0,6750.8909646964175,4970.3709
171,lora,llama-7b,NVIDIA-A100-SXM4-80GB,1.0,8192.0,8.0,v2.1.0,3351.2164782168493,10012.6125
172,lora,llama-7b,NVIDIA-A100-SXM4-80GB,2.0,8192.0,8.0,v2.1.0,6618.82542195899,5069.5448
173,lora,llama-7b,L40S,2.0,8192.0,8.0,v2.1.0,4479.577912085657,7490.5343
174,lora,llama-7b,NVIDIA-A100-SXM4-80GB,4.0,8192.0,8.0,v2.1.0,12953.230614721204,2590.4296
175,lora,llama-7b,L40S,4.0,8192.0,8.0,v2.1.0,8326.529972119362,4029.8218
176,lora,llama-7b,NVIDIA-A100-SXM4-80GB,8.0,8192.0,8.0,v2.1.0,24799.2941523228,
177,lora,llama-7b,NVIDIA-A100-SXM4-80GB,2.0,8192.0,16.0,v2.1.0,6640.361642334192,5053.1031
178,lora,llama-7b,NVIDIA-A100-SXM4-80GB,4.0,8192.0,16.0,v2.1.0,13184.68992487173,2544.9542
179,lora,llama-7b,L40S,4.0,8192.0,16.0,v2.1.0,8799.493069288652,3813.2233
180,lora,llama-7b,NVIDIA-A100-SXM4-80GB,8.0,8192.0,16.0,v2.1.0,25848.20763468296,1298.1338
181,lora,llama-7b,NVIDIA-A100-SXM4-80GB,4.0,8192.0,32.0,v2.1.0,13283.79613495362,2525.9671
182,lora,llama-7b,NVIDIA-A100-SXM4-80GB,8.0,8192.0,32.0,v2.1.0,26284.58394610233,1276.5822
183,lora,llama-7b,NVIDIA-A100-SXM4-80GB,8.0,8192.0,64.0,v2.1.0,26530.322248259705,1264.7578