Model_name
stringlengths 12
43
| Train_size
int64 50.8k
50.8k
| Test_size
int64 12.7k
12.7k
| Batch
int64 8
64
| GA
int64 1
1
| Parameters
int64 32M
878M
| Trainable_parameters
int64 455k
751M
| Accuracy
float64 0.08
0.91
| Memory
float64 0
13.9k
| Time
float64 113
10.7k
| __index_level_0__
null |
|---|---|---|---|---|---|---|---|---|---|---|
bert-large-uncased
| 50,775
| 12,652
| 32
| 1
| 335,155,213
| 335,155,213
| 0.89559
| 5,937.55
| 2,077.68
| null |
Lorabert-large-uncased
| 50,775
| 12,652
| 32
| 1
| 342,282,461
| 7,127,248
| 0.86018
| 4,557.82
| 1,530.13
| null |
QuantizedLorabert-large-uncased
| 50,775
| 12,652
| 32
| 1
| 342,282,461
| 7,127,248
| 0.865555
| 3,487.38
| 2,151.86
| null |
facebook/bart-large-mnli
| 50,775
| 12,652
| 32
| 1
| 407,354,381
| 407,354,381
| 0.902308
| 7,341.04
| 2,881.35
| null |
facebook/bart-base
| 50,775
| 12,652
| 32
| 1
| 140,021,005
| 140,021,005
| 0.890847
| 2,787.71
| 439.23
| null |
Lorafacebook/bart-large-mnli
| 50,775
| 12,652
| 32
| 1
| 476,955,277
| 69,600,896
| 0.895748
| 6,282.06
| 1,446.84
| null |
google-bert/bert-base-uncased
| 50,775
| 12,652
| 32
| 1
| 109,492,237
| 109,492,237
| 0.892112
| 1,177.23
| 363.39
| null |
Lorafacebook/bart-base
| 50,775
| 12,652
| 8
| 1
| 166,269,837
| 26,248,832
| 0.880572
| 1,584.48
| 921.21
| null |
Loragoogle-bert/bert-base-uncased
| 50,775
| 12,652
| 32
| 1
| 110,837,877
| 1,345,640
| 0.725419
| 1,741.51
| 334.24
| null |
QuantizedLoragoogle-bert/bert-base-uncased
| 50,775
| 12,652
| 32
| 1
| 110,837,877
| 1,345,640
| 0.084493
| 1,333.43
| 382.93
| null |
QuantizedLorafacebook/bart-large-mnli
| 50,775
| 12,652
| 32
| 1
| 411,704,437
| 4,350,056
| 0.883576
| 4,249.64
| 2,428.24
| null |
answerdotai/ModernBERT-large
| 50,775
| 12,652
| 32
| 1
| 395,844,621
| 395,844,621
| 0.904679
| 7,452.21
| 2,136.64
| null |
Loraanswerdotai/ModernBERT-large
| 50,775
| 12,652
| 48
| 1
| 511,781,133
| 115,936,512
| 0.886263
| 7,877.25
| 1,111.06
| null |
QuantizedLoraanswerdotai/ModernBERT-large
| 50,775
| 12,652
| 32
| 1
| 399,467,637
| 3,623,016
| 0.875198
| 3,585.65
| 2,331.63
| null |
answerdotai/ModernBERT-base
| 50,775
| 12,652
| 32
| 1
| 149,614,861
| 149,614,861
| 0.899225
| 3,285.51
| 814.23
| null |
Loraanswerdotai/ModernBERT-base
| 50,775
| 12,652
| 64
| 1
| 176,945,037
| 27,330,176
| 0.87994
| 5,216.91
| 1,166.32
| null |
QuantizedLoraanswerdotai/ModernBERT-base
| 50,775
| 12,652
| 32
| 1
| 151,322,997
| 1,708,136
| 0.840183
| 1,689.44
| 849.83
| null |
google-t5/t5-small
| 50,775
| 12,652
| 32
| 1
| 60,775,949
| 60,775,949
| 0.843187
| 1,884.16
| 371.57
| null |
Loragoogle-t5/t5-small
| 50,775
| 12,652
| 32
| 1
| 61,869,685
| 1,093,736
| 0.137607
| 1,553.18
| 350.05
| null |
google-t5/t5-base
| 50,775
| 12,652
| 8
| 1
| 223,504,141
| 223,504,141
| 0.897328
| 2,919.57
| 1,746.25
| null |
Loragoogle-t5/t5-base
| 50,775
| 12,652
| 8
| 1
| 275,705,229
| 52,201,088
| 0.886184
| 0
| 1,654.55
| null |
google-t5/t5-large
| 50,775
| 12,652
| 8
| 1
| 738,731,021
| 738,731,021
| 0.907999
| 11,843.22
| 5,310.69
| null |
Loragoogle-t5/t5-large
| 50,775
| 12,652
| 8
| 1
| 877,537,933
| 138,806,912
| 0.897803
| 8,194.09
| 4,966.35
| null |
blab-jhu/test-32m-dec
| 50,775
| 12,652
| 32
| 1
| 32,035,968
| 32,035,968
| 0.885473
| 748.15
| 122.74
| null |
Lorablab-jhu/test-32m-dec
| 50,775
| 12,652
| 32
| 1
| 32,490,728
| 454,760
| 0.820503
| 374.82
| 138.3
| null |
google/rembert
| 50,775
| 12,652
| 32
| 1
| 575,935,373
| 575,935,373
| 0.900095
| 9,888.52
| 3,061.19
| null |
Loragoogle/rembert
| 50,775
| 12,652
| 32
| 1
| 581,282,805
| 5,347,432
| 0.896696
| 6,568.65
| 2,363.43
| null |
QuantizedLoragoogle/rembert
| 50,775
| 12,652
| 32
| 1
| 581,282,805
| 5,347,432
| 0.89472
| 4,978.95
| 3,338.76
| null |
google/mt5-small
| 50,775
| 12,652
| 32
| 1
| 172,388,749
| 172,388,749
| 0.130177
| 3,452.9
| 363.53
| null |
Loragoogle/mt5-small
| 50,775
| 12,652
| 32
| 1
| 174,969,437
| 2,580,688
| 0.095163
| 2,374.6
| 373.88
| null |
microsoft/mpnet-base
| 50,775
| 12,652
| 32
| 1
| 109,496,461
| 109,496,461
| 0.892823
| 2,388.25
| 584.11
| null |
Loramicrosoft/mpnet-base
| 50,775
| 12,652
| 32
| 1
| 110,842,101
| 1,345,640
| 0.717278
| 961.96
| 456.13
| null |
google/mt5-base
| 50,775
| 12,652
| 16
| 1
| 390,915,853
| 390,915,853
| 0.427996
| 6,389.15
| 1,513.02
| null |
Loragoogle/mt5-base
| 50,775
| 12,652
| 16
| 1
| 445,476,237
| 54,560,384
| 0.10362
| 4,042.74
| 1,557.16
| null |
google-bert/bert-large-uncased
| 50,775
| 12,652
| 32
| 1
| 335,155,213
| 335,155,213
| 0.89559
| 6,109.66
| 1,957.63
| null |
Loragoogle-bert/bert-large-uncased
| 50,775
| 12,652
| 32
| 1
| 392,173,197
| 57,017,984
| 0.883892
| 5,079.32
| 1,179.2
| null |
QuantizedLoragoogle-bert/bert-large-uncased
| 50,775
| 12,652
| 32
| 1
| 342,282,461
| 7,127,248
| 0.869191
| 3,424.05
| 473.58
| null |
distilbert-base-uncased
| 50,775
| 12,652
| 32
| 1
| 66,963,469
| 66,963,469
| 0.886026
| 1,232.8
| 129.91
| null |
Loradistilbert-base-uncased
| 50,775
| 12,652
| 32
| 1
| 68,327,645
| 1,364,176
| 0.824929
| 890.99
| 113.04
| null |
Loraalbert/albert-xxlarge-v2
| 50,775
| 12,652
| 32
| 1
| 234,201,229
| 11,552,384
| 0.867215
| 13,852.11
| 5,489.57
| null |
FacebookAI/xlm-mlm-en-2048
| 50,775
| 12,652
| 32
| 1
| 667,115,533
| 667,115,533
| 0.081963
| 9,105.49
| 1,984.77
| null |
LoraFacebookAI/xlm-mlm-en-2048
| 50,775
| 12,652
| 32
| 1
| 670,670,965
| 3,555,432
| 0.103146
| 0
| 1,047.28
| null |
QuantizedLoraFacebookAI/xlm-mlm-en-2048
| 50,775
| 12,652
| 32
| 1
| 670,670,965
| 3,555,432
| 0.13571
| 3,582.68
| 507.24
| null |
albert/albert-xxlarge-v2
| 50,775
| 12,652
| 32
| 1
| 222,648,845
| 222,648,845
| 0.903573
| 13,669.83
| 5,211.86
| null |
FacebookAI/roberta-large
| 50,775
| 12,652
| 32
| 1
| 355,373,069
| 355,373,069
| 0.901913
| 6,269.81
| 2,332.59
| null |
andreasmadsen/efficient_mlm_m0.40
| 50,775
| 12,652
| 32
| 1
| 355,375,117
| 355,375,117
| 0.870297
| 6,295.35
| 1,158.69
| null |
kssteven/ibert-roberta-base
| 50,775
| 12,652
| 32
| 1
| 124,655,629
| 124,655,629
| 0.893535
| 2,664.75
| 474.41
| null |
Loraandreasmadsen/efficient_mlm_m0.40
| 50,775
| 12,652
| 32
| 1
| 369,629,613
| 14,254,496
| 0.728422
| 4,614.71
| 1,057.83
| null |
google/flan-t5-base
| 50,775
| 12,652
| 32
| 1
| 223,504,141
| 223,504,141
| 0.890531
| 7,515.59
| 987.16
| null |
Loragoogle/flan-t5-base
| 50,775
| 12,652
| 8
| 1
| 278,064,525
| 54,560,384
| 0.884445
| 2,713.79
| 1,846.17
| null |
uclanlp/plbart-base
| 50,775
| 12,652
| 8
| 1
| 139,821,325
| 139,821,325
| 0.859311
| 2,277.77
| 819.36
| null |
Lorauclanlp/plbart-base
| 50,775
| 12,652
| 8
| 1
| 166,070,157
| 26,248,832
| 0.822795
| 1,581.4
| 922.26
| null |
google/flan-t5-large
| 50,775
| 12,652
| 8
| 1
| 751,313,933
| 751,313,933
| 0.911002
| 10,232.76
| 6,310.13
| null |
Loragoogle/flan-t5-large
| 50,775
| 12,652
| 8
| 1
| 769,647,837
| 18,333,904
| 0.891954
| 4,432.91
| 3,226.61
| null |
uclanlp/plbart-large
| 50,775
| 12,652
| 8
| 1
| 407,088,141
| 407,088,141
| 0.869112
| 6,537.77
| 2,780.14
| null |
Lorauclanlp/plbart-large
| 50,775
| 12,652
| 8
| 1
| 476,689,037
| 69,600,896
| 0.844847
| 4,449.2
| 2,626.34
| null |
facebook/mbart-large-cc25
| 50,775
| 12,652
| 8
| 1
| 611,914,765
| 611,914,765
| 0.895906
| 9,812.2
| 10,725.34
| null |
google/bigbird-pegasus-large-arxiv
| 50,775
| 12,652
| 8
| 1
| 577,954,829
| 577,954,829
| 0.76478
| 9,271.36
| 4,978.3
| null |
Lorafacebook/mbart-large-cc25
| 50,775
| 12,652
| 8
| 1
| 620,614,877
| 8,700,112
| 0.880967
| 5,052.09
| 9,739.66
| null |
Loragoogle/bigbird-pegasus-large-arxiv
| 50,775
| 12,652
| 8
| 1
| 670,624,397
| 92,669,568
| 0.748419
| 6,173.82
| 5,313.81
| null |
RUCAIBox/mvp
| 50,775
| 12,652
| 16
| 1
| 407,356,429
| 407,356,429
| 0.902703
| 6,547.75
| 1,834.1
| null |
LoraRUCAIBox/mvp
| 50,775
| 12,652
| 32
| 1
| 476,957,325
| 69,600,896
| 0.892744
| 6,420.94
| 1,490.68
| null |
squeezebert/squeezebert-uncased
| 50,775
| 12,652
| 32
| 1
| 51,104,269
| 51,104,269
| 0.875356
| 1,936.45
| 848.83
| null |
Lorasqueezebert/squeezebert-uncased
| 50,775
| 12,652
| 32
| 1
| 51,697,421
| 593,152
| 0.201391
| 432.58
| 409.77
| null |
LoraFacebookAI/roberta-large
| 50,775
| 12,652
| 48
| 1
| 412,391,053
| 57,017,984
| 0.891242
| 7,040.51
| 1,025.03
| null |
LoraQwen/Qwen3-Reranker-0.6B
| 50,775
| 12,652
| 32
| 1
| 605,898,960
| 10,109,136
| 0.871167
| 9,151.92
| 1,392.27
| null |
Qwen/Qwen3-Reranker-0.6B
| 50,775
| 12,652
| 16
| 1
| 595,789,824
| 595,789,824
| 0.885868
| 9,044.62
| 1,690.78
| null |
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