| ,method,model_name,gpu_model,number_gpus,tokens_per_sample,batch_size,version,dataset_tokens_per_second,train_runtime |
| 0,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,1.0,512.0,1.0,v2.1.0,1780.946695211834,1177.549 |
| 1,lora,granite-13b-v2,L40S,1.0,512.0,1.0,v2.1.0,1516.284050202211,1383.0865 |
| 2,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,1.0,512.0,2.0,v2.1.0,1998.5482271341243,1049.3377 |
| 3,lora,granite-13b-v2,L40S,1.0,512.0,2.0,v2.1.0,1710.532905347748,1226.0226 |
| 4,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,2.0,512.0,2.0,v2.1.0,1311.3665036863174,1599.2112 |
| 5,lora,granite-13b-v2,L40S,2.0,512.0,2.0,v2.1.0,288.19850278742786,7276.7623 |
| 6,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,1.0,512.0,4.0,v2.1.0,2053.74185307732,1021.1371 |
| 7,lora,granite-13b-v2,L40S,1.0,512.0,4.0,v2.1.0,1713.0868387939568,1224.1948 |
| 8,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,2.0,512.0,4.0,v2.1.0,2529.001822148205,829.241 |
| 9,lora,granite-13b-v2,L40S,2.0,512.0,4.0,v2.1.0,560.140312857758,3743.9762 |
| 10,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,4.0,512.0,4.0,v2.1.0,2569.4346428291383,816.192 |
| 11,lora,granite-13b-v2,L40S,4.0,512.0,4.0,v2.1.0,415.5571167816136,5046.6035 |
| 12,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,1.0,512.0,8.0,v2.1.0,2179.4751347913384,962.228 |
| 13,lora,granite-13b-v2,L40S,1.0,512.0,8.0,v2.1.0,1564.44548418279,1340.5082 |
| 14,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,2.0,512.0,8.0,v2.1.0,3310.957702068244,633.3974 |
| 15,lora,granite-13b-v2,L40S,2.0,512.0,8.0,v2.1.0,1026.5185793738465,2042.9752 |
| 16,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,4.0,512.0,8.0,v2.1.0,4760.782891118095,440.5057 |
| 17,lora,granite-13b-v2,L40S,4.0,512.0,8.0,v2.1.0,813.658066842772,2577.4365 |
| 18,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,8.0,512.0,8.0,v2.1.0,5041.244099443532,415.9989 |
| 19,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,1.0,512.0,16.0,v2.1.0,2228.455494742363,941.0787 |
| 20,lora,granite-13b-v2,L40S,1.0,512.0,16.0,v2.1.0,1516.470335232074,1382.9166 |
| 21,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,2.0,512.0,16.0,v2.1.0,3966.1706570411257,528.7599 |
| 22,lora,granite-13b-v2,L40S,2.0,512.0,16.0,v2.1.0,1601.930182141614,1309.1407 |
| 23,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,4.0,512.0,16.0,v2.1.0,6392.703640254349,328.054 |
| 24,lora,granite-13b-v2,L40S,4.0,512.0,16.0,v2.1.0,1508.467666177643,1390.2532 |
| 25,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,8.0,512.0,16.0,v2.1.0,8877.589162083208,236.2299 |
| 26,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,1.0,512.0,32.0,v2.1.0,2213.3133231382653,947.517 |
| 27,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,2.0,512.0,32.0,v2.1.0,4144.052391885518,506.0631 |
| 28,lora,granite-13b-v2,L40S,2.0,512.0,32.0,v2.1.0,2357.026419260894, |
| 29,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,4.0,512.0,32.0,v2.1.0,7822.05645123691,268.1075 |
| 30,lora,granite-13b-v2,L40S,4.0,512.0,32.0,v2.1.0,2524.7621243304056,830.6335 |
| 31,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,8.0,512.0,32.0,v2.1.0,12531.615086803678,167.3489 |
| 32,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,1.0,512.0,64.0,v2.1.0,2239.5813087433667,936.4036 |
| 33,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,2.0,512.0,64.0,v2.1.0,4211.9783033565445,497.9019 |
| 34,lora,granite-13b-v2,L40S,2.0,512.0,64.0,v2.1.0,2716.209570493093,772.0877 |
| 35,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,4.0,512.0,64.0,v2.1.0,8183.535155823196,256.2648 |
| 36,lora,granite-13b-v2,L40S,4.0,512.0,64.0,v2.1.0,3988.309414086213,525.8248 |
| 37,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,8.0,512.0,64.0,v2.1.0,15500.450123506796,135.2962 |
| 38,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,2.0,512.0,128.0,v2.1.0,4294.56843022682,488.3266 |
| 39,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,4.0,512.0,128.0,v2.1.0,8432.673780105319,248.6936 |
| 40,lora,granite-13b-v2,L40S,4.0,512.0,128.0,v2.1.0,5117.873383667236,409.7702 |
| 41,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,8.0,512.0,128.0,v2.1.0,16328.01277494591,128.4389 |
| 42,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,1.0,1024.0,1.0,v2.1.0,1954.196561245388,2146.3061 |
| 43,lora,granite-13b-v2,L40S,1.0,1024.0,1.0,v2.1.0,1631.2610663162627,2571.2034 |
| 44,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,1.0,1024.0,2.0,v2.1.0,2049.1257184305696,2046.8749 |
| 45,lora,granite-13b-v2,L40S,1.0,1024.0,2.0,v2.1.0,1698.9795033830494,2468.7196 |
| 46,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,2.0,1024.0,2.0,v2.1.0,2456.5451729369724,1707.3995 |
| 47,lora,granite-13b-v2,L40S,2.0,1024.0,2.0,v2.1.0,427.86441194452095,9802.8812 |
| 48,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,1.0,1024.0,4.0,v2.1.0,2114.730485689244,1983.3752 |
| 49,lora,granite-13b-v2,L40S,1.0,1024.0,4.0,v2.1.0,1547.21420553985,2710.8748 |
| 50,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,2.0,1024.0,4.0,v2.1.0,3278.473814560793,1279.3465 |
| 51,lora,granite-13b-v2,L40S,2.0,1024.0,4.0,v2.1.0,671.171242387143,6249.2308 |
| 52,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,4.0,1024.0,4.0,v2.1.0,4660.574431390572,899.9543 |
| 53,lora,granite-13b-v2,L40S,4.0,1024.0,4.0,v2.1.0,815.1199742818553,5145.6278 |
| 54,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,1.0,1024.0,8.0,v2.1.0,2177.742180452479,1925.9874 |
| 55,lora,granite-13b-v2,L40S,1.0,1024.0,8.0,v2.1.0,1519.5106385568638,2760.2992 |
| 56,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,2.0,1024.0,8.0,v2.1.0,3905.92342411976,1073.8316 |
| 57,lora,granite-13b-v2,L40S,2.0,1024.0,8.0,v2.1.0,1312.268353632128,3196.2243 |
| 58,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,4.0,1024.0,8.0,v2.1.0,6381.884430532655,657.2203 |
| 59,lora,granite-13b-v2,L40S,4.0,1024.0,8.0,v2.1.0,1519.8400116534362,2759.701 |
| 60,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,8.0,1024.0,8.0,v2.1.0,8874.17254973482,472.6417 |
| 61,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,1.0,1024.0,16.0,v2.1.0,2185.8892677697468,1918.809 |
| 62,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,2.0,1024.0,16.0,v2.1.0,4088.0195789664513,1025.999 |
| 63,lora,granite-13b-v2,L40S,2.0,1024.0,16.0,v2.1.0,1957.982884156501,2142.1556 |
| 64,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,4.0,1024.0,16.0,v2.1.0,7730.995598591712,542.5309 |
| 65,lora,granite-13b-v2,L40S,4.0,1024.0,16.0,v2.1.0,2531.183226701239,1657.0527 |
| 66,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,8.0,1024.0,16.0,v2.1.0,12555.751398574605,334.0544 |
| 67,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,1.0,1024.0,32.0,v2.1.0,2246.408310229961,1867.1156 |
| 68,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,2.0,1024.0,32.0,v2.1.0,4165.324587249132,1006.9573 |
| 69,lora,granite-13b-v2,L40S,2.0,1024.0,32.0,v2.1.0,2500.385552491205,1677.4629 |
| 70,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,4.0,1024.0,32.0,v2.1.0,8059.267639754942,520.4324 |
| 71,lora,granite-13b-v2,L40S,4.0,1024.0,32.0,v2.1.0,3986.693355488896,1052.0759 |
| 72,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,8.0,1024.0,32.0,v2.1.0,15310.115040203478,273.9564 |
| 73,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,2.0,1024.0,64.0,v2.1.0,4233.1969200223975,990.8124 |
| 74,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,4.0,1024.0,64.0,v2.1.0,8300.784044650785,505.2901 |
| 75,lora,granite-13b-v2,L40S,4.0,1024.0,64.0,v2.1.0,5116.187216435993,819.8105 |
| 76,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,8.0,1024.0,64.0,v2.1.0,16066.81225601303,261.0539 |
| 77,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,4.0,1024.0,128.0,v2.1.0,8417.68098659149,498.2731 |
| 78,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,8.0,1024.0,128.0,v2.1.0,16581.678217784596,252.9481 |
| 79,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,1.0,2048.0,1.0,v2.1.0,1974.799495751676,4247.8277 |
| 80,lora,granite-13b-v2,L40S,1.0,2048.0,1.0,v2.1.0,1605.471282290447,5225.0128 |
| 81,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,1.0,2048.0,2.0,v2.1.0,2067.281437059638,4057.7968 |
| 82,lora,granite-13b-v2,L40S,1.0,2048.0,2.0,v2.1.0,1553.8277647118098,5398.673 |
| 83,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,2.0,2048.0,2.0,v2.1.0,3249.8575384779765,2581.2233 |
| 84,lora,granite-13b-v2,L40S,2.0,2048.0,2.0,v2.1.0,768.636783016506,10913.6177 |
| 85,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,1.0,2048.0,4.0,v2.1.0,2110.8962566164555,3973.9556 |
| 86,lora,granite-13b-v2,L40S,1.0,2048.0,4.0,v2.1.0,1450.8707352131607,5781.7749 |
| 87,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,2.0,2048.0,4.0,v2.1.0,3815.9127494833792,2198.3228 |
| 88,lora,granite-13b-v2,L40S,2.0,2048.0,4.0,v2.1.0,1157.0639982154808,7249.9084 |
| 89,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,4.0,2048.0,4.0,v2.1.0,6306.950442826653,1330.0577 |
| 90,lora,granite-13b-v2,L40S,4.0,2048.0,4.0,v2.1.0,1524.8759351208316,5501.1741 |
| 91,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,1.0,2048.0,8.0,v2.1.0,2135.257756541801,3928.6161 |
| 92,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,2.0,2048.0,8.0,v2.1.0,3984.663293280268,2105.2238 |
| 93,lora,granite-13b-v2,L40S,2.0,2048.0,8.0,v2.1.0,1967.7041245371663,4263.145 |
| 94,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,4.0,2048.0,8.0,v2.1.0,7516.437431044955,1116.0351 |
| 95,lora,granite-13b-v2,L40S,4.0,2048.0,8.0,v2.1.0,2516.9853441837504,3332.7997 |
| 96,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,8.0,2048.0,8.0,v2.1.0,12470.591873117208,672.6712 |
| 97,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,1.0,2048.0,16.0,v2.1.0,2148.6597246354545,3904.1119 |
| 98,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,2.0,2048.0,16.0,v2.1.0,4126.854686995742,2032.688 |
| 99,lora,granite-13b-v2,L40S,2.0,2048.0,16.0,v2.1.0,2541.144210538592,3301.1145 |
| 100,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,4.0,2048.0,16.0,v2.1.0,7883.669975224815,1064.0486 |
| 101,lora,granite-13b-v2,L40S,4.0,2048.0,16.0,v2.1.0,3961.3770123616414,2117.599 |
| 102,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,8.0,2048.0,16.0,v2.1.0,14954.922768806307,560.9262 |
| 103,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,2.0,2048.0,32.0,v2.1.0,4177.066915665813,2008.2532 |
| 104,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,4.0,2048.0,32.0,v2.1.0,8080.188030880108,1038.1699 |
| 105,lora,granite-13b-v2,L40S,4.0,2048.0,32.0,v2.1.0,5058.960846070983,1658.1682 |
| 106,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,8.0,2048.0,32.0,v2.1.0,15640.10527406981,536.3524 |
| 107,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,4.0,2048.0,64.0,v2.1.0,8228.087072118742,1019.5089 |
| 108,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,8.0,2048.0,64.0,v2.1.0,16136.490813850754,519.8533 |
| 109,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,8.0,2048.0,128.0,v2.1.0,16405.98786889773,511.3138 |
| 110,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,1.0,4096.0,1.0,v2.1.0,1962.1306296003984,8550.5092 |
| 111,lora,granite-13b-v2,L40S,1.0,4096.0,1.0,v2.1.0,1504.843858426665,11148.8085 |
| 112,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,1.0,4096.0,2.0,v2.1.0,1985.5352594840576,8449.7195 |
| 113,lora,granite-13b-v2,L40S,1.0,4096.0,2.0,v2.1.0,1395.3188814412222,12023.9296 |
| 114,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,2.0,4096.0,2.0,v2.1.0,3646.168395131509,4601.3278 |
| 115,lora,granite-13b-v2,L40S,2.0,4096.0,2.0,v2.1.0,1315.87203996623,12749.8841 |
| 116,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,1.0,4096.0,4.0,v2.1.0,2034.7893191200133,8245.1858 |
| 117,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,2.0,4096.0,4.0,v2.1.0,3784.37791375528,4433.2824 |
| 118,lora,granite-13b-v2,L40S,2.0,4096.0,4.0,v2.1.0,1906.756110110321,8798.8264 |
| 119,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,4.0,4096.0,4.0,v2.1.0,7180.871879392353,2336.3759 |
| 120,lora,granite-13b-v2,L40S,4.0,4096.0,4.0,v2.1.0,2481.418772888619,6761.1385 |
| 121,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,1.0,4096.0,8.0,v2.1.0,2085.806853290994,8043.5137 |
| 122,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,2.0,4096.0,8.0,v2.1.0,3841.568491969423,4367.2828 |
| 123,lora,granite-13b-v2,L40S,2.0,4096.0,8.0,v2.1.0,2467.945221471144,6798.0504 |
| 124,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,4.0,4096.0,8.0,v2.1.0,7494.872553738734,2238.4925 |
| 125,lora,granite-13b-v2,L40S,4.0,4096.0,8.0,v2.1.0,3874.6078762325255,4330.0423 |
| 126,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,8.0,4096.0,8.0,v2.1.0,14256.102654173936,1176.8445 |
| 127,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,2.0,4096.0,16.0,v2.1.0,3905.4514413984393,4295.8455 |
| 128,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,4.0,4096.0,16.0,v2.1.0,7709.323685920031,2176.2241 |
| 129,lora,granite-13b-v2,L40S,4.0,4096.0,16.0,v2.1.0,4909.999524136828,3416.9486 |
| 130,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,8.0,4096.0,16.0,v2.1.0,14944.81171311818,1122.6114 |
| 131,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,4.0,4096.0,32.0,v2.1.0,7796.659492518682,2151.8467 |
| 132,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,8.0,4096.0,32.0,v2.1.0,15365.013041822209,1091.9103 |
| 133,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,8.0,4096.0,64.0,v2.1.0,15593.548701909784,1075.9075 |
| 134,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,1.0,8192.0,1.0,v2.1.0,1831.557453076224,18320.1635 |
| 135,lora,granite-13b-v2,L40S,1.0,8192.0,1.0,v2.1.0,1334.8983994036678,25136.319 |
| 136,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,1.0,8192.0,2.0,v2.1.0,1865.8339944260133, |
| 137,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,2.0,8192.0,2.0,v2.1.0,3454.230389485868,9714.011 |
| 138,lora,granite-13b-v2,L40S,2.0,8192.0,2.0,v2.1.0,1985.1909525113936,16902.37 |
| 139,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,1.0,8192.0,4.0,v2.1.0,1872.423194737948,17920.3249 |
| 140,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,2.0,8192.0,4.0,v2.1.0,3504.0440307946724,9575.9162 |
| 141,lora,granite-13b-v2,L40S,2.0,8192.0,4.0,v2.1.0,2356.096751936976,14241.534 |
| 142,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,4.0,8192.0,4.0,v2.1.0,6848.05317909949,4899.8498 |
| 143,lora,granite-13b-v2,L40S,4.0,8192.0,4.0,v2.1.0,3710.400315900792,9043.3455 |
| 144,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,2.0,8192.0,8.0,v2.1.0,3582.5191714730854,9366.1556 |
| 145,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,4.0,8192.0,8.0,v2.1.0,7000.258464223484,4793.3133 |
| 146,lora,granite-13b-v2,L40S,4.0,8192.0,8.0,v2.1.0,4621.280257468407,7260.852 |
| 147,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,8.0,8192.0,8.0,v2.1.0,13618.27967310218,2463.9259 |
| 148,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,4.0,8192.0,16.0,v2.1.0,7136.227996337631,4701.9843 |
| 149,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,8.0,8192.0,16.0,v2.1.0,14027.310471544668,2392.0788 |
| 150,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,8.0,8192.0,32.0,v2.1.0,14251.588045809383,2354.4346 |
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