Model_name
stringclasses 10
values | Train_size
int64 50.8k
50.8k
| Test_size
int64 12.7k
12.7k
| lora
listlengths 1
9
| Trainable_parameters
int64 49.4k
139M
| r
int64 16
128
| Memory Allocation
stringlengths 5
7
| Training Time
stringlengths 5
7
| accuracy
float64 0.9
90
| f1_macro
float64 0.89
89.6
| f1_weighted
float64 0.9
90
| precision
float64 0.89
89.7
| recall
float64 0.89
89.5
| block
stringclasses 3
values | __index_level_0__
int64 0
229
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
FacebookAI/xlm-roberta-large
| 50,775
| 12,652
|
[
"dense",
"query",
"value",
"key",
"out_proj"
] | 8,140,813
| 16
|
5015.13
|
2211.23
| 88.452419
| 87.789329
| 88.465825
| 88.037002
| 87.595168
|
FULL
| 99
|
facebook/opt-350m
| 50,775
| 12,652
|
[
"v_proj",
"fc2",
"out_proj",
"score",
"project_in",
"fc1",
"q_proj",
"k_proj",
"project_out"
] | 49,895,936
| 112
|
1566.63
|
855.51
| 88.839709
| 88.397261
| 88.862177
| 88.549345
| 88.270315
|
FULL
| 100
|
answerdotai/ModernBERT-large
| 50,775
| 12,652
|
[
"Wo",
"Wqkv",
"classifier",
"Wi",
"dense"
] | 14,472,205
| 32
|
2036.18
|
1056.92
| 86.729371
| 85.745798
| 86.716547
| 86.087493
| 85.483396
|
FULL
| 101
|
facebook/opt-350m
| 50,775
| 12,652
|
[
"fc1",
"fc2",
"out_proj",
"project_in",
"project_out",
"score"
] | 38,148,608
| 128
|
1268.01
|
612.63
| 88.839709
| 88.348337
| 88.854654
| 88.485727
| 88.235249
|
FFD
| 102
|
google-t5/t5-large
| 50,775
| 12,652
|
[
"dense",
"out_proj"
] | 148,080
| 48
|
5922.15
|
2389.41
| 25.758773
| 16.241154
| 19.061368
| 19.524757
| 21.44417
|
FFD
| 103
|
facebook/opt-350m
| 50,775
| 12,652
|
[
"k_proj",
"q_proj",
"v_proj"
] | 18,881,024
| 128
|
881.72
|
580.11
| 87.353778
| 86.697625
| 87.368191
| 86.993105
| 86.459532
|
ATT
| 104
|
facebook/bart-large
| 50,775
| 12,652
|
[
"v_proj",
"out_proj",
"fc2",
"dense",
"fc1",
"k_proj",
"q_proj"
] | 17,400,224
| 32
|
4142.19
|
1915.24
| 87.938666
| 87.148429
| 87.956023
| 87.310164
| 87.038641
|
FULL
| 105
|
answerdotai/ModernBERT-large
| 50,775
| 12,652
|
[
"Wi",
"Wo",
"classifier",
"dense"
] | 16,196,621
| 48
|
2093.01
|
1009.5
| 86.958584
| 86.030146
| 86.944113
| 86.422966
| 85.724959
|
FFD
| 106
|
FacebookAI/xlm-roberta-large
| 50,775
| 12,652
|
[
"dense",
"out_proj"
] | 10,500,109
| 32
|
5052.04
|
2108.62
| 88.460322
| 87.760063
| 88.472785
| 88.048049
| 87.529593
|
FFD
| 107
|
facebook/opt-350m
| 50,775
| 12,652
|
[
"v_proj",
"fc2",
"out_proj",
"score",
"project_in",
"fc1",
"q_proj",
"k_proj",
"project_out"
] | 57,022,976
| 128
|
1649.96
|
845.5
| 89.037306
| 88.618297
| 89.044621
| 88.733269
| 88.516525
|
FULL
| 108
|
answerdotai/ModernBERT-large
| 50,775
| 12,652
|
[
"Wqkv"
] | 5,518,349
| 48
|
1913.49
|
866.06
| 84.429339
| 82.943558
| 84.353234
| 83.628712
| 82.507689
|
ATT
| 109
|
google-t5/t5-large
| 50,775
| 12,652
|
[
"k",
"wo",
"q",
"v",
"dense",
"out_proj",
"o",
"wi"
] | 34,701,728
| 32
|
7647.32
|
3874.22
| 80.927917
| 74.822656
| 79.581016
| 80.931833
| 75.530527
|
FULL
| 110
|
google-t5/t5-large
| 50,775
| 12,652
|
[
"dense",
"out_proj"
] | 197,440
| 64
|
30.27
|
557.17
| 47.328486
| 40.18282
| 44.533509
| 43.730704
| 42.146611
|
FFD
| 111
|
facebook/bart-large
| 50,775
| 12,652
|
[
"dense",
"fc1",
"fc2",
"out_proj"
] | 15,483,504
| 48
|
4003.68
|
1743.89
| 88.120455
| 87.367177
| 88.143679
| 87.535207
| 87.251016
|
FFD
| 112
|
answerdotai/ModernBERT-large
| 50,775
| 12,652
|
[
"Wo",
"Wqkv",
"classifier",
"Wi",
"dense"
] | 21,701,645
| 48
|
2162.91
|
1092.38
| 87.251028
| 86.316164
| 87.247488
| 86.630608
| 86.070395
|
FULL
| 113
|
FacebookAI/xlm-roberta-large
| 50,775
| 12,652
|
[
"key",
"query",
"value"
] | 5,781,517
| 32
|
4988.55
|
2059.85
| 87.76478
| 87.022402
| 87.781669
| 87.242292
| 86.850076
|
ATT
| 114
|
facebook/bart-large
| 50,775
| 12,652
|
[
"k_proj",
"q_proj",
"v_proj"
] | 10,616,832
| 48
|
4036.33
|
1720.69
| 83.615239
| 81.237476
| 83.307551
| 83.53951
| 80.495875
|
ATT
| 115
|
google-t5/t5-large
| 50,775
| 12,652
|
[
"k",
"o",
"q",
"v",
"wi",
"wo"
] | 51,904,512
| 48
|
7935.05
|
3835.5
| 81.520708
| 75.791948
| 80.188834
| 82.112906
| 75.947163
|
ATT
| 116
|
google-t5/t5-large
| 50,775
| 12,652
|
[
"k",
"o",
"q",
"v",
"wi",
"wo"
] | 69,206,016
| 64
|
3121.62
|
2830.2
| 87.203604
| 85.913379
| 87.164337
| 86.631359
| 85.479341
|
ATT
| 117
|
FacebookAI/xlm-roberta-large
| 50,775
| 12,652
|
[
"dense",
"query",
"value",
"key",
"out_proj"
] | 15,218,701
| 32
|
5140.54
|
2242.36
| 88.673727
| 88.01724
| 88.688586
| 88.217834
| 87.860792
|
FULL
| 118
|
facebook/bart-large
| 50,775
| 12,652
|
[
"v_proj",
"out_proj",
"fc2",
"dense",
"fc1",
"k_proj",
"q_proj"
] | 26,100,336
| 48
|
4321.65
|
1945.93
| 88.254821
| 87.539939
| 88.277607
| 87.644091
| 87.482809
|
FULL
| 119
|
facebook/opt-350m
| 50,775
| 12,652
|
[
"fc1",
"fc2",
"out_proj",
"project_in",
"project_out",
"score"
] | 4,774,400
| 16
|
3126.08
|
1393.55
| 86.982295
| 86.113555
| 86.978867
| 86.326278
| 85.952396
|
FFD
| 120
|
google-t5/t5-large
| 50,775
| 12,652
|
[
"wi",
"out_proj",
"dense",
"o",
"wo",
"v",
"q",
"k"
] | 69,403,456
| 64
|
3123.99
|
2845.62
| 87.780588
| 86.53934
| 87.781797
| 87.066148
| 86.194662
|
FULL
| 121
|
google-t5/t5-large
| 50,775
| 12,652
|
[
"q",
"k",
"o",
"dense",
"out_proj",
"wi",
"v",
"wo"
] | 52,052,592
| 48
|
7937.72
|
3815.73
| 84.184319
| 81.028178
| 83.697014
| 84.052667
| 80.529221
|
FULL
| 122
|
google-t5/t5-large
| 50,775
| 12,652
|
[
"dense",
"out_proj"
] | 246,800
| 80
|
832.25
|
557.92
| 54.93993
| 46.665235
| 52.02739
| 48.093378
| 48.750631
|
FFD
| 123
|
google-t5/t5-large
| 50,775
| 12,652
|
[
"k",
"o",
"q",
"v",
"wi",
"wo"
] | 51,904,512
| 48
|
7935.05
|
3972.04
| 81.520708
| 75.791948
| 80.188834
| 82.112906
| 75.947163
|
ATT
| 124
|
facebook/opt-350m
| 50,775
| 12,652
|
[
"k_proj",
"q_proj",
"v_proj"
] | 2,365,952
| 16
|
3092.76
|
1345.67
| 84.476763
| 83.241347
| 84.479545
| 83.543949
| 83.034418
|
ATT
| 125
|
google-bert/bert-large-uncased
| 50,775
| 12,652
|
[
"classifier",
"dense"
] | 4,764,685
| 16
|
3159.47
|
1450.15
| 83.765413
| 81.25103
| 83.568907
| 82.966999
| 80.619863
|
FFD
| 126
|
facebook/opt-350m
| 50,775
| 12,652
|
[
"score",
"v_proj",
"project_out",
"out_proj",
"fc2",
"project_in",
"fc1",
"k_proj",
"q_proj"
] | 7,133,696
| 16
|
3174.05
|
1526.04
| 87.385394
| 86.643805
| 87.391397
| 86.871865
| 86.465381
|
FULL
| 127
|
google-t5/t5-large
| 50,775
| 12,652
|
[
"k",
"o",
"q",
"v",
"wi",
"wo"
] | 86,507,520
| 80
|
3390.21
|
2863.43
| 87.424913
| 86.204285
| 87.40228
| 86.887964
| 85.780294
|
ATT
| 128
|
google-bert/bert-large-uncased
| 50,775
| 12,652
|
[
"key",
"query",
"value"
] | 2,372,621
| 16
|
3131.17
|
1419.54
| 52.450206
| 42.002487
| 48.64417
| 48.316763
| 45.129365
|
ATT
| 129
|
facebook/opt-350m
| 50,775
| 12,652
|
[
"fc1",
"fc2",
"out_proj",
"project_in",
"project_out",
"score"
] | 9,542,144
| 32
|
3203.79
|
1407.74
| 87.66203
| 86.962635
| 87.66564
| 87.115211
| 86.840234
|
FFD
| 130
|
FacebookAI/xlm-roberta-large
| 50,775
| 12,652
|
[
"dense",
"out_proj"
] | 15,218,701
| 48
|
4939.41
|
7245.23
| 89.993677
| 89.627318
| 90.011673
| 89.749364
| 89.535268
|
FFD
| 131
|
google-t5/t5-large
| 50,775
| 12,652
|
[
"k",
"wo",
"q",
"v",
"dense",
"out_proj",
"o",
"wi"
] | 52,052,592
| 48
|
7937.72
|
3978.62
| 84.184319
| 81.028178
| 83.697014
| 84.052667
| 80.529221
|
FULL
| 132
|
google-bert/bert-large-uncased
| 50,775
| 12,652
|
[
"dense",
"query",
"value",
"classifier",
"key"
] | 7,123,981
| 16
|
3213.34
|
1609.45
| 84.239646
| 82.426746
| 84.066558
| 84.355129
| 81.6213
|
FULL
| 133
|
facebook/opt-350m
| 50,775
| 12,652
|
[
"k_proj",
"q_proj",
"v_proj"
] | 4,725,248
| 32
|
3133.84
|
1357.47
| 85.085362
| 83.909676
| 85.086989
| 84.243369
| 83.673637
|
ATT
| 134
|
google-t5/t5-large
| 50,775
| 12,652
|
[
"wi",
"out_proj",
"dense",
"o",
"wo",
"v",
"q",
"k"
] | 86,754,320
| 80
|
3393.81
|
2862.62
| 88.270629
| 87.209837
| 88.275718
| 87.690452
| 86.89516
|
FULL
| 135
|
google-bert/bert-large-uncased
| 50,775
| 12,652
|
[
"classifier",
"dense"
] | 4,764,685
| 16
|
3159.47
|
1507.81
| 83.765413
| 81.25103
| 83.568907
| 82.966999
| 80.619863
|
FFD
| 136
|
google-bert/bert-large-uncased
| 50,775
| 12,652
|
[
"classifier",
"dense"
] | 9,516,045
| 32
|
3233.14
|
1467.72
| 86.318369
| 85.437105
| 86.328233
| 85.866222
| 85.125138
|
FFD
| 137
|
google-t5/t5-large
| 50,775
| 12,652
|
[
"dense",
"out_proj"
] | 296,160
| 96
|
1068.58
|
559.7
| 57.611445
| 49.260986
| 54.815216
| 49.845381
| 51.312041
|
FFD
| 138
|
facebook/opt-350m
| 50,775
| 12,652
|
[
"score",
"v_proj",
"project_out",
"out_proj",
"fc2",
"project_in",
"fc1",
"k_proj",
"q_proj"
] | 14,260,736
| 32
|
3288.96
|
1539.78
| 88.033512
| 87.434669
| 88.052993
| 87.616515
| 87.292832
|
FULL
| 139
|
google-bert/bert-large-uncased
| 50,775
| 12,652
|
[
"key",
"query",
"value"
] | 2,372,621
| 16
|
3131.17
|
1464.75
| 52.450206
| 42.002487
| 48.64417
| 48.316763
| 45.129365
|
ATT
| 140
|
google-bert/bert-large-uncased
| 50,775
| 12,652
|
[
"key",
"query",
"value"
] | 4,731,917
| 32
|
3171.58
|
1410.24
| 69.981031
| 60.966675
| 67.063935
| 66.702029
| 63.82242
|
ATT
| 141
|
facebook/opt-350m
| 50,775
| 12,652
|
[
"fc1",
"fc2",
"out_proj",
"project_in",
"project_out",
"score"
] | 14,309,888
| 48
|
3266.33
|
1435.29
| 88.073032
| 87.402063
| 88.077956
| 87.510959
| 87.317083
|
FFD
| 142
|
google-bert/bert-large-uncased
| 50,775
| 12,652
|
[
"query",
"dense",
"value",
"key",
"classifier"
] | 7,123,981
| 16
|
3213.34
|
1623.47
| 84.239646
| 82.426746
| 84.066558
| 84.355129
| 81.6213
|
FULL
| 143
|
google-bert/bert-large-uncased
| 50,775
| 12,652
|
[
"dense",
"query",
"value",
"classifier",
"key"
] | 14,234,637
| 32
|
3328.52
|
1580.93
| 86.674044
| 85.846375
| 86.687416
| 86.237584
| 85.558338
|
FULL
| 144
|
google-t5/t5-large
| 50,775
| 12,652
|
[
"k",
"o",
"q",
"v",
"wi",
"wo"
] | 103,809,024
| 96
|
3584.72
|
2838.84
| 87.883339
| 86.746772
| 87.87427
| 87.265605
| 86.432363
|
ATT
| 145
|
facebook/opt-350m
| 50,775
| 12,652
|
[
"k_proj",
"q_proj",
"v_proj"
] | 7,084,544
| 48
|
3168.82
|
1367.91
| 85.733481
| 84.710165
| 85.756599
| 84.958617
| 84.528986
|
ATT
| 146
|
google-t5/t5-large
| 50,775
| 12,652
|
[
"wi",
"out_proj",
"dense",
"o",
"wo",
"v",
"q",
"k"
] | 104,105,184
| 96
|
3583.53
|
2839.19
| 88.555169
| 87.505466
| 88.564374
| 87.904639
| 87.250091
|
FULL
| 147
|
google-bert/bert-large-uncased
| 50,775
| 12,652
|
[
"key",
"query",
"value"
] | 4,731,917
| 32
|
3171.58
|
1475.81
| 69.981031
| 60.966675
| 67.063935
| 66.702029
| 63.82242
|
ATT
| 148
|
google-t5/t5-large
| 50,775
| 12,652
|
[
"dense",
"out_proj"
] | 345,520
| 112
|
1314.07
|
561.61
| 58.955106
| 51.012816
| 56.463712
| 51.627984
| 53.000569
|
FFD
| 149
|
google-t5/t5-large
| 50,775
| 12,652
|
[
"k",
"o",
"q",
"v",
"wi",
"wo"
] | 121,110,528
| 112
|
3812.26
|
2871.14
| 88.065128
| 86.955322
| 88.059995
| 87.43824
| 86.64855
|
ATT
| 150
|
google-t5/t5-large
| 50,775
| 12,652
|
[
"wi",
"out_proj",
"dense",
"o",
"wo",
"v",
"q",
"k"
] | 121,456,048
| 112
|
3814.42
|
2891.86
| 88.681631
| 87.761054
| 88.714612
| 88.063876
| 87.560087
|
FULL
| 151
|
google-t5/t5-large
| 50,775
| 12,652
|
[
"dense",
"out_proj"
] | 394,880
| 128
|
1491.42
|
565.97
| 60.686058
| 52.569051
| 58.148768
| 54.854835
| 54.683246
|
FFD
| 152
|
FacebookAI/roberta-large
| 50,775
| 12,652
|
[
"dense",
"out_proj"
] | 19,937,293
| 64
|
869.49
|
612.65
| 89.598482
| 89.138581
| 89.619826
| 89.253401
| 89.046995
|
FFD
| 153
|
FacebookAI/roberta-large
| 50,775
| 12,652
|
[
"key",
"query",
"value"
] | 10,500,109
| 64
|
672.51
|
617.08
| 88.950364
| 88.354812
| 88.983897
| 88.355237
| 88.387307
|
ATT
| 154
|
google-t5/t5-large
| 50,775
| 12,652
|
[
"k",
"o",
"q",
"v",
"wi",
"wo"
] | 138,412,032
| 128
|
4043.6
|
2853.12
| 88.389187
| 87.330279
| 88.392121
| 87.763078
| 87.053117
|
ATT
| 155
|
FacebookAI/roberta-large
| 50,775
| 12,652
|
[
"dense",
"value",
"out_proj",
"key",
"query"
] | 29,374,477
| 64
|
1082.98
|
928.19
| 89.780272
| 89.373424
| 89.797766
| 89.434019
| 89.330428
|
FULL
| 156
|
FacebookAI/roberta-large
| 50,775
| 12,652
|
[
"dense",
"out_proj"
] | 24,655,885
| 80
|
902.15
|
605.08
| 89.638002
| 89.157525
| 89.655583
| 89.234302
| 89.097536
|
FFD
| 157
|
FacebookAI/roberta-large
| 50,775
| 12,652
|
[
"key",
"query",
"value"
] | 12,859,405
| 80
|
687.45
|
608.42
| 88.94246
| 88.385537
| 88.977368
| 88.359561
| 88.440799
|
ATT
| 158
|
FacebookAI/roberta-large
| 50,775
| 12,652
|
[
"dense",
"value",
"out_proj",
"key",
"query"
] | 36,452,365
| 80
|
1131.45
|
915.09
| 89.748656
| 89.34605
| 89.760225
| 89.360953
| 89.345224
|
FULL
| 159
|
google-t5/t5-large
| 50,775
| 12,652
|
[
"wi",
"out_proj",
"dense",
"o",
"wo",
"v",
"q",
"k"
] | 138,806,912
| 128
|
4038.77
|
2873.52
| 89.037306
| 88.276916
| 89.050665
| 88.603012
| 88.031521
|
FULL
| 160
|
FacebookAI/roberta-large
| 50,775
| 12,652
|
[
"dense",
"out_proj"
] | 29,374,477
| 96
|
925.26
|
603.11
| 89.566867
| 89.117014
| 89.584136
| 89.196422
| 89.054466
|
FFD
| 161
|
google-bert/bert-large-uncased
| 50,775
| 12,652
|
[
"classifier",
"dense"
] | 19,018,765
| 64
|
3217.03
|
611.48
| 88.357572
| 87.756658
| 88.374027
| 87.913252
| 87.630763
|
FFD
| 162
|
FacebookAI/roberta-large
| 50,775
| 12,652
|
[
"key",
"query",
"value"
] | 15,218,701
| 96
|
702.24
|
605.7
| 88.966171
| 88.387454
| 89.004597
| 88.397999
| 88.411292
|
ATT
| 163
|
google-bert/bert-large-uncased
| 50,775
| 12,652
|
[
"key",
"query",
"value"
] | 9,450,509
| 64
|
686.39
|
598.19
| 83.077774
| 80.258828
| 82.571024
| 83.421203
| 79.843164
|
ATT
| 164
|
FacebookAI/roberta-large
| 50,775
| 12,652
|
[
"dense",
"value",
"out_proj",
"key",
"query"
] | 43,530,253
| 96
|
1170.75
|
927.3
| 89.835599
| 89.428838
| 89.849137
| 89.447255
| 89.423699
|
FULL
| 165
|
google-bert/bert-large-uncased
| 50,775
| 12,652
|
[
"key",
"dense",
"query",
"classifier",
"value"
] | 28,455,949
| 64
|
1211.01
|
889.87
| 88.365476
| 87.778627
| 88.395573
| 87.912787
| 87.684383
|
FULL
| 166
|
FacebookAI/roberta-large
| 50,775
| 12,652
|
[
"dense",
"out_proj"
] | 34,093,069
| 112
|
927.61
|
625.82
| 89.803984
| 89.367148
| 89.819931
| 89.447348
| 89.302813
|
FFD
| 167
|
google-bert/bert-large-uncased
| 50,775
| 12,652
|
[
"classifier",
"dense"
] | 23,770,125
| 80
|
1019.63
|
605.11
| 88.270629
| 87.682033
| 88.295875
| 87.799748
| 87.600893
|
FFD
| 168
|
FacebookAI/roberta-large
| 50,775
| 12,652
|
[
"key",
"query",
"value"
] | 17,577,997
| 112
|
717.19
|
612.9
| 88.958267
| 88.398878
| 88.994109
| 88.390774
| 88.437812
|
ATT
| 169
|
google-bert/bert-large-uncased
| 50,775
| 12,652
|
[
"key",
"query",
"value"
] | 11,809,805
| 80
|
716.47
|
607.5
| 84.611129
| 82.673456
| 84.429145
| 84.203501
| 82.136338
|
ATT
| 170
|
FacebookAI/roberta-large
| 50,775
| 12,652
|
[
"dense",
"value",
"out_proj",
"key",
"query"
] | 50,608,141
| 112
|
1194.95
|
928.2
| 89.883022
| 89.476314
| 89.89574
| 89.512255
| 89.456813
|
FULL
| 171
|
google-bert/bert-large-uncased
| 50,775
| 12,652
|
[
"key",
"dense",
"query",
"classifier",
"value"
] | 35,566,605
| 80
|
1315.37
|
905.35
| 88.47613
| 87.827662
| 88.500462
| 87.952032
| 87.735903
|
FULL
| 172
|
google-bert/bert-large-uncased
| 50,775
| 12,652
|
[
"classifier",
"dense"
] | 28,521,485
| 96
|
1063.21
|
613.79
| 88.397091
| 87.80303
| 88.423535
| 87.901088
| 87.737012
|
FFD
| 173
|
google-bert/bert-large-uncased
| 50,775
| 12,652
|
[
"key",
"query",
"value"
] | 14,169,101
| 96
|
746.55
|
606.69
| 85.464749
| 83.984102
| 85.370665
| 84.753645
| 83.533876
|
ATT
| 174
|
FacebookAI/roberta-large
| 50,775
| 12,652
|
[
"key",
"query",
"value"
] | 19,937,293
| 128
|
731.46
|
621.02
| 89.108441
| 88.579711
| 89.140778
| 88.580074
| 88.603682
|
ATT
| 175
|
google-bert/bert-large-uncased
| 50,775
| 12,652
|
[
"key",
"dense",
"query",
"classifier",
"value"
] | 42,677,261
| 96
|
1393.72
|
903.78
| 88.412899
| 87.774743
| 88.43328
| 87.840703
| 87.729052
|
FULL
| 176
|
FacebookAI/roberta-large
| 50,775
| 12,652
|
[
"dense",
"value",
"out_proj",
"key",
"query"
] | 57,686,029
| 128
|
1250.26
|
932.86
| 89.89883
| 89.534963
| 89.911048
| 89.576317
| 89.508516
|
FULL
| 177
|
google-bert/bert-large-uncased
| 50,775
| 12,652
|
[
"classifier",
"dense"
] | 33,272,845
| 112
|
1130.38
|
623.67
| 88.594689
| 87.996508
| 88.622455
| 88.099891
| 87.925617
|
FFD
| 178
|
FacebookAI/xlm-roberta-large
| 50,775
| 12,652
|
[
"dense",
"out_proj"
] | 19,937,293
| 64
|
862.11
|
622.86
| 89.519444
| 89.04604
| 89.539206
| 89.197037
| 88.931225
|
FFD
| 179
|
google-bert/bert-large-uncased
| 50,775
| 12,652
|
[
"key",
"query",
"value"
] | 16,528,397
| 112
|
776.63
|
609.06
| 86.041733
| 84.907077
| 86.022132
| 85.507096
| 84.508794
|
ATT
| 180
|
FacebookAI/xlm-roberta-large
| 50,775
| 12,652
|
[
"key",
"query",
"value"
] | 10,500,109
| 64
|
666.02
|
625.48
| 88.879229
| 88.286848
| 88.898421
| 88.487074
| 88.128891
|
ATT
| 181
|
google-bert/bert-large-uncased
| 50,775
| 12,652
|
[
"key",
"dense",
"query",
"classifier",
"value"
] | 49,787,917
| 112
|
1490.19
|
913.22
| 88.468226
| 87.894766
| 88.484188
| 88.000885
| 87.81057
|
FULL
| 182
|
FacebookAI/xlm-roberta-large
| 50,775
| 12,652
|
[
"dense",
"value",
"out_proj",
"key",
"query"
] | 29,374,477
| 64
|
1076.86
|
949.89
| 89.574771
| 89.139952
| 89.58964
| 89.302113
| 89.006636
|
FULL
| 183
|
google-bert/bert-large-uncased
| 50,775
| 12,652
|
[
"classifier",
"dense"
] | 38,024,205
| 128
|
1188.62
|
626.64
| 88.721151
| 88.122461
| 88.749407
| 88.242394
| 88.043566
|
FFD
| 184
|
FacebookAI/xlm-roberta-large
| 50,775
| 12,652
|
[
"dense",
"out_proj"
] | 24,655,885
| 80
|
901.77
|
625.17
| 89.527347
| 89.050337
| 89.543804
| 89.16994
| 88.954743
|
FFD
| 185
|
google-bert/bert-large-uncased
| 50,775
| 12,652
|
[
"key",
"query",
"value"
] | 18,887,693
| 128
|
806.71
|
609.72
| 85.978501
| 84.774427
| 85.970087
| 85.239725
| 84.455831
|
ATT
| 186
|
FacebookAI/xlm-roberta-large
| 50,775
| 12,652
|
[
"key",
"query",
"value"
] | 12,859,405
| 80
|
682.59
|
621.65
| 88.926652
| 88.365082
| 88.94773
| 88.556265
| 88.226647
|
ATT
| 187
|
google-bert/bert-large-uncased
| 50,775
| 12,652
|
[
"key",
"dense",
"query",
"classifier",
"value"
] | 56,898,573
| 128
|
1574.87
|
909.24
| 88.65792
| 88.063188
| 88.683748
| 88.154209
| 87.999212
|
FULL
| 188
|
FacebookAI/xlm-roberta-large
| 50,775
| 12,652
|
[
"dense",
"value",
"out_proj",
"key",
"query"
] | 36,452,365
| 80
|
1128.45
|
936.73
| 89.685425
| 89.260193
| 89.70282
| 89.401579
| 89.144042
|
FULL
| 189
|
FacebookAI/xlm-roberta-large
| 50,775
| 12,652
|
[
"dense",
"out_proj"
] | 29,374,477
| 96
|
920.64
|
625.68
| 89.606386
| 89.138516
| 89.61854
| 89.256906
| 89.044728
|
FFD
| 190
|
FacebookAI/xlm-roberta-large
| 50,775
| 12,652
|
[
"key",
"query",
"value"
] | 15,218,701
| 96
|
664.95
|
721.35
| 89.053114
| 88.517432
| 89.072953
| 88.659482
| 88.405976
|
ATT
| 191
|
facebook/opt-125m
| 50,775
| 12,652
|
[
"fc1",
"fc2",
"out_proj",
"score"
] | 7,087,872
| 64
|
384.74
|
320.07
| 87.527664
| 86.845678
| 87.538006
| 86.931032
| 86.778982
|
FFD
| 192
|
facebook/opt-125m
| 50,775
| 12,652
|
[
"k_proj",
"q_proj",
"v_proj"
] | 3,548,928
| 64
|
290.68
|
333.33
| 85.749289
| 84.665048
| 85.764273
| 84.903549
| 84.509341
|
ATT
| 193
|
facebook/opt-125m
| 50,775
| 12,652
|
[
"v_proj",
"fc2",
"out_proj",
"score",
"fc1",
"q_proj",
"k_proj"
] | 10,626,816
| 64
|
489.85
|
465.16
| 87.883339
| 87.142917
| 87.906289
| 87.228488
| 87.088154
|
FULL
| 194
|
facebook/opt-125m
| 50,775
| 12,652
|
[
"fc1",
"fc2",
"out_proj",
"score"
] | 8,857,344
| 80
|
406.83
|
316.24
| 87.488144
| 86.809179
| 87.503429
| 86.919983
| 86.729475
|
FFD
| 195
|
facebook/opt-125m
| 50,775
| 12,652
|
[
"k_proj",
"q_proj",
"v_proj"
] | 4,433,664
| 80
|
302.19
|
325.0
| 86.112868
| 85.04471
| 86.120032
| 85.215072
| 84.937169
|
ATT
| 196
|
facebook/opt-125m
| 50,775
| 12,652
|
[
"v_proj",
"fc2",
"out_proj",
"score",
"fc1",
"q_proj",
"k_proj"
] | 13,281,024
| 80
|
523.45
|
458.31
| 88.073032
| 87.443645
| 88.086179
| 87.493881
| 87.410943
|
FULL
| 197
|
facebook/opt-125m
| 50,775
| 12,652
|
[
"fc1",
"fc2",
"out_proj",
"score"
] | 10,626,816
| 96
|
431.41
|
313.43
| 87.748972
| 87.069258
| 87.759058
| 87.184197
| 86.981261
|
FFD
| 198
|
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.