,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,1.0,512.0,2.0,v2.1.0,1998.5482271341243,1049.3377
2,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,2.0,512.0,2.0,v2.1.0,1311.3665036863174,1599.2112
3,full,granite-13b-v2,NVIDIA-A100-SXM4-80GB,2.0,512.0,2.0,v2.1.0,1058.730442483425,1980.8177
4,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,1.0,512.0,4.0,v2.1.0,2053.74185307732,1021.1371
5,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,2.0,512.0,4.0,v2.1.0,2529.001822148205,829.241
6,full,granite-13b-v2,NVIDIA-A100-SXM4-80GB,2.0,512.0,4.0,v2.1.0,1736.7111476518169,1207.5422
7,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,4.0,512.0,4.0,v2.1.0,2569.4346428291383,816.192
8,full,granite-13b-v2,NVIDIA-A100-SXM4-80GB,4.0,512.0,4.0,v2.1.0,3300.095580961984,635.4822
9,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,1.0,512.0,8.0,v2.1.0,2179.4751347913384,962.228
10,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,2.0,512.0,8.0,v2.1.0,3310.957702068244,633.3974
11,full,granite-13b-v2,NVIDIA-A100-SXM4-80GB,2.0,512.0,8.0,v2.1.0,2573.452825169072,814.9176
12,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,4.0,512.0,8.0,v2.1.0,4760.782891118095,440.5057
13,full,granite-13b-v2,NVIDIA-A100-SXM4-80GB,4.0,512.0,8.0,v2.1.0,4870.945556902433,430.5431
14,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,8.0,512.0,8.0,v2.1.0,5041.244099443532,415.9989
15,full,granite-13b-v2,NVIDIA-A100-SXM4-80GB,8.0,512.0,8.0,v2.1.0,6442.516915373214,325.5175
16,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,1.0,512.0,16.0,v2.1.0,2228.455494742363,941.0787
17,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,2.0,512.0,16.0,v2.1.0,3966.1706570411257,528.7599
18,full,granite-13b-v2,NVIDIA-A100-SXM4-80GB,2.0,512.0,16.0,v2.1.0,3435.079893806887,610.5104
19,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,4.0,512.0,16.0,v2.1.0,6392.703640254349,328.054
20,full,granite-13b-v2,NVIDIA-A100-SXM4-80GB,4.0,512.0,16.0,v2.1.0,6209.476626730911,337.7341
21,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,8.0,512.0,16.0,v2.1.0,8877.589162083208,236.2299
22,full,granite-13b-v2,NVIDIA-A100-SXM4-80GB,8.0,512.0,16.0,v2.1.0,9640.761698287635,217.5297
23,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,1.0,512.0,32.0,v2.1.0,2213.3133231382653,947.517
24,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,2.0,512.0,32.0,v2.1.0,4144.052391885518,506.0631
25,full,granite-13b-v2,NVIDIA-A100-SXM4-80GB,2.0,512.0,32.0,v2.1.0,3795.603897985472,552.5213
26,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,4.0,512.0,32.0,v2.1.0,7822.05645123691,268.1075
27,full,granite-13b-v2,NVIDIA-A100-SXM4-80GB,4.0,512.0,32.0,v2.1.0,7323.250770858577,286.369
28,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,8.0,512.0,32.0,v2.1.0,12531.615086803678,167.3489
29,full,granite-13b-v2,NVIDIA-A100-SXM4-80GB,8.0,512.0,32.0,v2.1.0,12390.51700810495,169.2546
30,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,1.0,512.0,64.0,v2.1.0,2239.5813087433667,936.4036
31,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,2.0,512.0,64.0,v2.1.0,4211.9783033565445,497.9019
32,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,4.0,512.0,64.0,v2.1.0,8183.535155823196,256.2648
33,full,granite-13b-v2,NVIDIA-A100-SXM4-80GB,4.0,512.0,64.0,v2.1.0,7980.343217409207,262.7897
34,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,8.0,512.0,64.0,v2.1.0,15500.450123506796,135.2962
35,full,granite-13b-v2,NVIDIA-A100-SXM4-80GB,8.0,512.0,64.0,v2.1.0,14591.329746413136,143.7259
36,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,2.0,512.0,128.0,v2.1.0,4294.56843022682,488.3266
37,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,4.0,512.0,128.0,v2.1.0,8432.673780105319,248.6936
38,full,granite-13b-v2,NVIDIA-A100-SXM4-80GB,4.0,512.0,128.0,v2.1.0,8304.335602307781,252.537
39,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,8.0,512.0,128.0,v2.1.0,16328.01277494591,128.4389
40,full,granite-13b-v2,NVIDIA-A100-SXM4-80GB,8.0,512.0,128.0,v2.1.0,15912.360131993968,131.7939
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,1.0,1024.0,2.0,v2.1.0,2049.1257184305696,2046.8749
43,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,2.0,1024.0,2.0,v2.1.0,2456.5451729369724,1707.3995
44,full,granite-13b-v2,NVIDIA-A100-SXM4-80GB,2.0,1024.0,2.0,v2.1.0,1834.807707803597,2285.9638
45,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,1.0,1024.0,4.0,v2.1.0,2114.730485689244,1983.3752
46,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,2.0,1024.0,4.0,v2.1.0,3278.473814560793,1279.3465
47,full,granite-13b-v2,NVIDIA-A100-SXM4-80GB,2.0,1024.0,4.0,v2.1.0,2523.233694483332,1662.2733
48,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,4.0,1024.0,4.0,v2.1.0,4660.574431390572,899.9543
49,full,granite-13b-v2,NVIDIA-A100-SXM4-80GB,4.0,1024.0,4.0,v2.1.0,4858.545375397363,863.2839
50,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,1.0,1024.0,8.0,v2.1.0,2177.742180452479,1925.9874
51,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,2.0,1024.0,8.0,v2.1.0,3905.92342411976,1073.8316
52,full,granite-13b-v2,NVIDIA-A100-SXM4-80GB,2.0,1024.0,8.0,v2.1.0,3281.085405140871,1278.3282
53,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,4.0,1024.0,8.0,v2.1.0,6381.884430532655,657.2203
54,full,granite-13b-v2,NVIDIA-A100-SXM4-80GB,4.0,1024.0,8.0,v2.1.0,6173.969375857526,679.3529
55,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,8.0,1024.0,8.0,v2.1.0,8874.17254973482,472.6417
56,full,granite-13b-v2,NVIDIA-A100-SXM4-80GB,8.0,1024.0,8.0,v2.1.0,9606.177556657796,436.6257
57,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,1.0,1024.0,16.0,v2.1.0,2185.8892677697468,1918.809
58,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,2.0,1024.0,16.0,v2.1.0,4088.0195789664513,1025.999
59,full,granite-13b-v2,NVIDIA-A100-SXM4-80GB,2.0,1024.0,16.0,v2.1.0,3724.414046683043,1126.1648
60,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,4.0,1024.0,16.0,v2.1.0,7730.995598591712,542.5309
61,full,granite-13b-v2,NVIDIA-A100-SXM4-80GB,4.0,1024.0,16.0,v2.1.0,7252.946058005183,578.2897
62,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,8.0,1024.0,16.0,v2.1.0,12555.751398574605,334.0544
63,full,granite-13b-v2,NVIDIA-A100-SXM4-80GB,8.0,1024.0,16.0,v2.1.0,12305.291097030778,340.8537
64,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,1.0,1024.0,32.0,v2.1.0,2246.408310229961,1867.1156
65,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,2.0,1024.0,32.0,v2.1.0,4165.324587249132,1006.9573
66,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,4.0,1024.0,32.0,v2.1.0,8059.267639754942,520.4324
67,full,granite-13b-v2,NVIDIA-A100-SXM4-80GB,4.0,1024.0,32.0,v2.1.0,7890.207276937678,531.5835
68,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,8.0,1024.0,32.0,v2.1.0,15310.115040203478,273.9564
69,full,granite-13b-v2,NVIDIA-A100-SXM4-80GB,8.0,1024.0,32.0,v2.1.0,14472.329627756151,289.8154
70,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,2.0,1024.0,64.0,v2.1.0,4233.1969200223975,990.8124
71,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,4.0,1024.0,64.0,v2.1.0,8300.784044650785,505.2901
72,full,granite-13b-v2,NVIDIA-A100-SXM4-80GB,4.0,1024.0,64.0,v2.1.0,8181.678620661943,512.6459
73,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,8.0,1024.0,64.0,v2.1.0,16066.81225601303,261.0539
74,full,granite-13b-v2,NVIDIA-A100-SXM4-80GB,8.0,1024.0,64.0,v2.1.0,15716.508819754752,266.8725
75,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,4.0,1024.0,128.0,v2.1.0,8417.68098659149,498.2731
76,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,8.0,1024.0,128.0,v2.1.0,16581.678217784596,252.9481
77,full,granite-13b-v2,NVIDIA-A100-SXM4-80GB,8.0,1024.0,128.0,v2.1.0,16508.406318238853,254.0708
78,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,1.0,2048.0,1.0,v2.1.0,1974.799495751676,4247.8277
79,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,1.0,2048.0,2.0,v2.1.0,2067.281437059638,4057.7968
80,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,2.0,2048.0,2.0,v2.1.0,3249.8575384779765,2581.2233
81,full,granite-13b-v2,NVIDIA-A100-SXM4-80GB,2.0,2048.0,2.0,v2.1.0,2521.188712625516,3327.2432
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,full,granite-13b-v2,NVIDIA-A100-SXM4-80GB,2.0,2048.0,4.0,v2.1.0,3329.4170140246883,2519.5426
85,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,4.0,2048.0,4.0,v2.1.0,6306.950442826653,1330.0577
86,full,granite-13b-v2,NVIDIA-A100-SXM4-80GB,4.0,2048.0,4.0,v2.1.0,6066.373961955426,1382.8043
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,full,granite-13b-v2,NVIDIA-A100-SXM4-80GB,2.0,2048.0,8.0,v2.1.0,3648.330120544912,2299.3007
90,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,4.0,2048.0,8.0,v2.1.0,7516.437431044955,1116.0351
91,full,granite-13b-v2,NVIDIA-A100-SXM4-80GB,4.0,2048.0,8.0,v2.1.0,7105.781389555631,1180.5328
92,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,8.0,2048.0,8.0,v2.1.0,12470.591873117208,672.6712
93,full,granite-13b-v2,NVIDIA-A100-SXM4-80GB,8.0,2048.0,8.0,v2.1.0,12128.898229899123,691.6216
94,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,1.0,2048.0,16.0,v2.1.0,2148.6597246354545,3904.1119
95,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,2.0,2048.0,16.0,v2.1.0,4126.854686995742,2032.688
96,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,4.0,2048.0,16.0,v2.1.0,7883.669975224815,1064.0486
97,full,granite-13b-v2,NVIDIA-A100-SXM4-80GB,4.0,2048.0,16.0,v2.1.0,7717.450643819467,1086.9662
98,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,8.0,2048.0,16.0,v2.1.0,14954.922768806307,560.9262
99,full,granite-13b-v2,NVIDIA-A100-SXM4-80GB,8.0,2048.0,16.0,v2.1.0,14177.147074536002,591.6993
100,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,2.0,2048.0,32.0,v2.1.0,4177.066915665813,2008.2532
101,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,4.0,2048.0,32.0,v2.1.0,8080.188030880108,1038.1699
102,full,granite-13b-v2,NVIDIA-A100-SXM4-80GB,4.0,2048.0,32.0,v2.1.0,8057.979434237899,1041.0312
103,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,8.0,2048.0,32.0,v2.1.0,15640.10527406981,536.3524
104,full,granite-13b-v2,NVIDIA-A100-SXM4-80GB,8.0,2048.0,32.0,v2.1.0,15384.393051922783,545.2674
105,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,4.0,2048.0,64.0,v2.1.0,8228.087072118742,1019.5089
106,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,8.0,2048.0,64.0,v2.1.0,16136.490813850754,519.8533
107,full,granite-13b-v2,NVIDIA-A100-SXM4-80GB,8.0,2048.0,64.0,v2.1.0,16200.68544713007,517.7934
108,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,8.0,2048.0,128.0,v2.1.0,16405.98786889773,511.3138
109,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,1.0,4096.0,1.0,v2.1.0,1962.1306296003984,8550.5092
110,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,1.0,4096.0,2.0,v2.1.0,1985.5352594840576,8449.7195
111,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,2.0,4096.0,2.0,v2.1.0,3646.168395131509,4601.3278
112,full,granite-13b-v2,NVIDIA-A100-SXM4-80GB,2.0,4096.0,2.0,v2.1.0,3152.457886799602,5321.9477
113,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,1.0,4096.0,4.0,v2.1.0,2034.7893191200133,8245.1858
114,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,2.0,4096.0,4.0,v2.1.0,3784.37791375528,4433.2824
115,full,granite-13b-v2,NVIDIA-A100-SXM4-80GB,2.0,4096.0,4.0,v2.1.0,3428.761013938019,4893.0841
116,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,4.0,4096.0,4.0,v2.1.0,7180.871879392353,2336.3759
117,full,granite-13b-v2,NVIDIA-A100-SXM4-80GB,4.0,4096.0,4.0,v2.1.0,6789.064102515856,2471.2119
118,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,1.0,4096.0,8.0,v2.1.0,2085.806853290994,8043.5137
119,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,2.0,4096.0,8.0,v2.1.0,3841.568491969423,4367.2828
120,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,4.0,4096.0,8.0,v2.1.0,7494.872553738734,2238.4925
121,full,granite-13b-v2,NVIDIA-A100-SXM4-80GB,4.0,4096.0,8.0,v2.1.0,7365.734361768673,2277.7384
122,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,8.0,4096.0,8.0,v2.1.0,14256.102654173936,1176.8445
123,full,granite-13b-v2,NVIDIA-A100-SXM4-80GB,8.0,4096.0,8.0,v2.1.0,13560.494488942766,1237.2127
124,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,2.0,4096.0,16.0,v2.1.0,3905.4514413984393,4295.8455
125,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,4.0,4096.0,16.0,v2.1.0,7709.323685920031,2176.2241
126,full,granite-13b-v2,NVIDIA-A100-SXM4-80GB,4.0,4096.0,16.0,v2.1.0,7717.293737200299,2173.9766
127,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,8.0,4096.0,16.0,v2.1.0,14944.81171311818,1122.6114
128,full,granite-13b-v2,NVIDIA-A100-SXM4-80GB,8.0,4096.0,16.0,v2.1.0,14711.174271901826,1140.4403
129,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,4.0,4096.0,32.0,v2.1.0,7796.659492518682,2151.8467
130,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,8.0,4096.0,32.0,v2.1.0,15365.013041822209,1091.9103
131,full,granite-13b-v2,NVIDIA-A100-SXM4-80GB,8.0,4096.0,32.0,v2.1.0,15439.452303593314,1086.6458
132,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,8.0,4096.0,64.0,v2.1.0,15593.548701909784,1075.9075
133,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,1.0,8192.0,1.0,v2.1.0,1831.557453076224,18320.1635
134,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,1.0,8192.0,2.0,v2.1.0,1865.8339944260133,
135,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,2.0,8192.0,2.0,v2.1.0,3454.230389485868,9714.011
136,full,granite-13b-v2,NVIDIA-A100-SXM4-80GB,2.0,8192.0,2.0,v2.1.0,3210.552997956157,10451.2936
137,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,1.0,8192.0,4.0,v2.1.0,1872.423194737948,17920.3249
138,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,2.0,8192.0,4.0,v2.1.0,3504.0440307946724,9575.9162
139,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,4.0,8192.0,4.0,v2.1.0,6848.05317909949,4899.8498
140,full,granite-13b-v2,NVIDIA-A100-SXM4-80GB,4.0,8192.0,4.0,v2.1.0,6749.117993716647,4971.6766
141,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,2.0,8192.0,8.0,v2.1.0,3582.5191714730854,9366.1556
142,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,4.0,8192.0,8.0,v2.1.0,7000.258464223484,4793.3133
143,full,granite-13b-v2,NVIDIA-A100-SXM4-80GB,4.0,8192.0,8.0,v2.1.0,7060.615638029114,4752.338
144,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,8.0,8192.0,8.0,v2.1.0,13618.27967310218,2463.9259
145,full,granite-13b-v2,NVIDIA-A100-SXM4-80GB,8.0,8192.0,8.0,v2.1.0,13489.805667124898,2487.3918
146,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,4.0,8192.0,16.0,v2.1.0,7136.227996337631,4701.9843
147,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,8.0,8192.0,16.0,v2.1.0,14027.310471544668,2392.0788
148,full,granite-13b-v2,NVIDIA-A100-SXM4-80GB,8.0,8192.0,16.0,v2.1.0,14120.091528188816,2376.3608
149,lora,granite-13b-v2,NVIDIA-A100-SXM4-80GB,8.0,8192.0,32.0,v2.1.0,14251.588045809383,2354.4346