| ,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,NVIDIA-A100-SXM4-80GB,1.0,512.0,1.0,v2.0.0,2565.647117085959,817.3969 |
| 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,NVIDIA-A100-SXM4-80GB,1.0,512.0,2.0,v2.0.0,2911.357329952684,720.3348 |
| 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,NVIDIA-A100-SXM4-80GB,2.0,512.0,2.0,v2.0.0,1772.4713982560213,1183.1796 |
| 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,NVIDIA-A100-SXM4-80GB,1.0,512.0,4.0,v2.0.0,2998.7553993703787,699.3408 |
| 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,NVIDIA-A100-SXM4-80GB,2.0,512.0,4.0,v2.0.0,3446.5529655052496,608.4781 |
| 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,NVIDIA-A100-SXM4-80GB,4.0,512.0,4.0,v2.0.0,3386.233544372268,619.317 |
| 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,NVIDIA-A100-SXM4-80GB,1.0,512.0,8.0,v2.0.0,3191.395756283908,657.1269 |
| 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,NVIDIA-A100-SXM4-80GB,2.0,512.0,8.0,v2.0.0,4620.107931293378,453.9184 |
| 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,NVIDIA-A100-SXM4-80GB,4.0,512.0,8.0,v2.0.0,6524.851910286522,321.4099 |
| 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,8.0,512.0,8.0,v2.0.0,6691.02743058602,313.4275 |
| 20,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,1.0,512.0,16.0,v2.1.0,2228.455494742363,941.0787 |
| 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,NVIDIA-A100-SXM4-80GB,2.0,512.0,16.0,v2.0.0,5694.086534610722,368.3035 |
| 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,NVIDIA-A100-SXM4-80GB,4.0,512.0,16.0,v2.0.0,8841.486628062623,237.1945 |
| 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,8.0,512.0,16.0,v2.0.0,12578.170029898729,166.7295 |
| 27,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,1.0,512.0,32.0,v2.1.0,2213.3133231382653,947.517 |
| 28,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,2.0,512.0,32.0,v2.1.0,4144.052391885518,506.0631 |
| 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,NVIDIA-A100-SXM4-80GB,4.0,512.0,32.0,v2.0.0,11134.949845916632,188.3396 |
| 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,8.0,512.0,32.0,v2.0.0,17386.68178875013,120.6183 |
| 33,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,1.0,512.0,64.0,v2.1.0,2239.5813087433667,936.4036 |
| 34,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,2.0,512.0,64.0,v2.1.0,4211.9783033565445,497.9019 |
| 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,NVIDIA-A100-SXM4-80GB,8.0,512.0,64.0,v2.1.0,15500.450123506796,135.2962 |
| 37,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,8.0,512.0,64.0,v2.0.0,22041.5722058788,95.1453 |
| 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,NVIDIA-A100-SXM4-80GB,8.0,512.0,128.0,v2.1.0,16328.01277494591,128.4389 |
| 41,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,1.0,1024.0,1.0,v2.1.0,1954.196561245388,2146.3061 |
| 42,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,1.0,1024.0,1.0,v2.0.0,2810.994871277964,1492.1066 |
| 43,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,1.0,1024.0,2.0,v2.1.0,2049.1257184305696,2046.8749 |
| 44,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,1.0,1024.0,2.0,v2.0.0,2948.746223379107,1422.4025 |
| 45,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,2.0,1024.0,2.0,v2.1.0,2456.5451729369724,1707.3995 |
| 46,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,2.0,1024.0,2.0,v2.0.0,3469.898495865834,1208.7685 |
| 47,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,1.0,1024.0,4.0,v2.1.0,2114.730485689244,1983.3752 |
| 48,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,1.0,1024.0,4.0,v2.0.0,3141.3440188209343,1335.1941 |
| 49,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,2.0,1024.0,4.0,v2.1.0,3278.473814560793,1279.3465 |
| 50,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,2.0,1024.0,4.0,v2.0.0,4612.304216708483,909.3728 |
| 51,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,4.0,1024.0,4.0,v2.1.0,4660.574431390572,899.9543 |
| 52,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,4.0,1024.0,4.0,v2.0.0,6508.455723984513,644.4392 |
| 53,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,1.0,1024.0,8.0,v2.1.0,2177.742180452479,1925.9874 |
| 54,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,2.0,1024.0,8.0,v2.1.0,3905.92342411976,1073.8316 |
| 55,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,2.0,1024.0,8.0,v2.0.0,5614.037342019604,747.1101 |
| 56,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,4.0,1024.0,8.0,v2.1.0,6381.884430532655,657.2203 |
| 57,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,4.0,1024.0,8.0,v2.0.0,8923.669434562478,470.0201 |
| 58,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,8.0,1024.0,8.0,v2.1.0,8874.17254973482,472.6417 |
| 59,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,8.0,1024.0,8.0,v2.0.0,12452.84206463489,336.815 |
| 60,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,1.0,1024.0,16.0,v2.1.0,2185.8892677697468,1918.809 |
| 61,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,2.0,1024.0,16.0,v2.1.0,4088.0195789664513,1025.999 |
| 62,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,4.0,1024.0,16.0,v2.1.0,7730.995598591712,542.5309 |
| 63,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,4.0,1024.0,16.0,v2.0.0,10857.111203032937,386.3186 |
| 64,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,8.0,1024.0,16.0,v2.1.0,12555.751398574605,334.0544 |
| 65,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,8.0,1024.0,16.0,v2.0.0,17504.06165790762,239.6189 |
| 66,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,1.0,1024.0,32.0,v2.1.0,2246.408310229961,1867.1156 |
| 67,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,2.0,1024.0,32.0,v2.1.0,4165.324587249132,1006.9573 |
| 68,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,4.0,1024.0,32.0,v2.1.0,8059.267639754942,520.4324 |
| 69,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,8.0,1024.0,32.0,v2.1.0,15310.115040203478,273.9564 |
| 70,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,8.0,1024.0,32.0,v2.0.0,21678.82415633672,193.4747 |
| 71,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,2.0,1024.0,64.0,v2.1.0,4233.1969200223975,990.8124 |
| 72,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,4.0,1024.0,64.0,v2.1.0,8300.784044650785,505.2901 |
| 73,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,8.0,1024.0,64.0,v2.1.0,16066.81225601303,261.0539 |
| 74,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,4.0,1024.0,128.0,v2.1.0,8417.68098659149,498.2731 |
| 75,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,8.0,1024.0,128.0,v2.1.0,16581.678217784596,252.9481 |
| 76,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,1.0,2048.0,1.0,v2.1.0,1974.799495751676,4247.8277 |
| 77,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,1.0,2048.0,1.0,v2.0.0,2885.688442403281,2906.9694 |
| 78,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,1.0,2048.0,2.0,v2.1.0,2067.281437059638,4057.7968 |
| 79,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,1.0,2048.0,2.0,v2.0.0,2977.204598986333,2817.6122 |
| 80,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,2.0,2048.0,2.0,v2.1.0,3249.8575384779765,2581.2233 |
| 81,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,2.0,2048.0,2.0,v2.0.0,4499.034397419797,1864.5352 |
| 82,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,1.0,2048.0,4.0,v2.1.0,2110.8962566164555,3973.9556 |
| 83,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,2.0,2048.0,4.0,v2.1.0,3815.9127494833792,2198.3228 |
| 84,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,2.0,2048.0,4.0,v2.0.0,5427.734034168565,1545.5083 |
| 85,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,4.0,2048.0,4.0,v2.1.0,6306.950442826653,1330.0577 |
| 86,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,4.0,2048.0,4.0,v2.0.0,8741.254689695446,959.6572 |
| 87,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,1.0,2048.0,8.0,v2.1.0,2135.257756541801,3928.6161 |
| 88,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,2.0,2048.0,8.0,v2.1.0,3984.663293280268,2105.2238 |
| 89,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,4.0,2048.0,8.0,v2.1.0,7516.437431044955,1116.0351 |
| 90,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,4.0,2048.0,8.0,v2.0.0,10641.505077753596,788.2915 |
| 91,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,8.0,2048.0,8.0,v2.1.0,12470.591873117208,672.6712 |
| 92,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,8.0,2048.0,8.0,v2.0.0,17104.517789713278,490.4323 |
| 93,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,1.0,2048.0,16.0,v2.1.0,2148.6597246354545,3904.1119 |
| 94,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,2.0,2048.0,16.0,v2.1.0,4126.854686995742,2032.688 |
| 95,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,4.0,2048.0,16.0,v2.1.0,7883.669975224815,1064.0486 |
| 96,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,8.0,2048.0,16.0,v2.1.0,14954.922768806307,560.9262 |
| 97,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,8.0,2048.0,16.0,v2.0.0,21116.78766152052,397.2483 |
| 98,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,2.0,2048.0,32.0,v2.1.0,4177.066915665813,2008.2532 |
| 99,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,4.0,2048.0,32.0,v2.1.0,8080.188030880108,1038.1699 |
| 100,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,8.0,2048.0,32.0,v2.1.0,15640.10527406981,536.3524 |
| 101,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,4.0,2048.0,64.0,v2.1.0,8228.087072118742,1019.5089 |
| 102,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,8.0,2048.0,64.0,v2.1.0,16136.490813850754,519.8533 |
| 103,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,8.0,2048.0,128.0,v2.1.0,16405.98786889773,511.3138 |
| 104,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,1.0,4096.0,1.0,v2.1.0,1962.1306296003984,8550.5092 |
| 105,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,1.0,4096.0,1.0,v2.0.0,2856.578597764365,5873.1855 |
| 106,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,1.0,4096.0,2.0,v2.1.0,1985.5352594840576,8449.7195 |
| 107,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,2.0,4096.0,2.0,v2.1.0,3646.168395131509,4601.3278 |
| 108,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,2.0,4096.0,2.0,v2.0.0,5190.128025325098,3232.5245 |
| 109,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,1.0,4096.0,4.0,v2.1.0,2034.7893191200133,8245.1858 |
| 110,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,2.0,4096.0,4.0,v2.1.0,3784.37791375528,4433.2824 |
| 111,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,4.0,4096.0,4.0,v2.1.0,7180.871879392353,2336.3759 |
| 112,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,4.0,4096.0,4.0,v2.0.0,10165.984509631324,1650.3287 |
| 113,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,1.0,4096.0,8.0,v2.1.0,2085.806853290994,8043.5137 |
| 114,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,2.0,4096.0,8.0,v2.1.0,3841.568491969423,4367.2828 |
| 115,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,4.0,4096.0,8.0,v2.1.0,7494.872553738734,2238.4925 |
| 116,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,8.0,4096.0,8.0,v2.1.0,14256.102654173936,1176.8445 |
| 117,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,8.0,4096.0,8.0,v2.0.0,19900.880018703763,843.0389 |
| 118,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,2.0,4096.0,16.0,v2.1.0,3905.4514413984393,4295.8455 |
| 119,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,4.0,4096.0,16.0,v2.1.0,7709.323685920031,2176.2241 |
| 120,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,8.0,4096.0,16.0,v2.1.0,14944.81171311818,1122.6114 |
| 121,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,4.0,4096.0,32.0,v2.1.0,7796.659492518682,2151.8467 |
| 122,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,8.0,4096.0,32.0,v2.1.0,15365.013041822209,1091.9103 |
| 123,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,8.0,4096.0,64.0,v2.1.0,15593.548701909784,1075.9075 |
| 124,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,1.0,8192.0,1.0,v2.1.0,1831.557453076224,18320.1635 |
| 125,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,1.0,8192.0,2.0,v2.1.0,1865.8339944260133, |
| 126,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,2.0,8192.0,2.0,v2.1.0,3454.230389485868,9714.011 |
| 127,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,1.0,8192.0,4.0,v2.1.0,1872.423194737948,17920.3249 |
| 128,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,2.0,8192.0,4.0,v2.1.0,3504.0440307946724,9575.9162 |
| 129,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,4.0,8192.0,4.0,v2.1.0,6848.05317909949,4899.8498 |
| 130,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,2.0,8192.0,8.0,v2.1.0,3582.5191714730854,9366.1556 |
| 131,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,4.0,8192.0,8.0,v2.1.0,7000.258464223484,4793.3133 |
| 132,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,8.0,8192.0,8.0,v2.1.0,13618.27967310218,2463.9259 |
| 133,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,4.0,8192.0,16.0,v2.1.0,7136.227996337631,4701.9843 |
| 134,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,8.0,8192.0,16.0,v2.1.0,14027.310471544668,2392.0788 |
| 135,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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