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| model_names (string) | num_downloads (string) | %_of_all_downloads (float64) | num_models (int64) | download_per_model (int64) | modality (string) |
|---|---|---|---|---|---|
"bert"
| "143,193,288"
| 41.325
| 18,033
| 7,940
| "text"
|
"xlm-roberta"
| "26,597,339"
| 7.676
| 2,681
| 9,920
| "text"
|
"gpt2"
| "24,636,040"
| 7.11
| 9,527
| 2,585
| "text"
|
"roberta"
| "21,878,200"
| 6.314
| 6,560
| 3,335
| "text"
|
"distilbert"
| "20,569,162"
| 5.936
| 6,211
| 3,311
| "text"
|
"t5"
| "19,553,957"
| 5.643
| 5,237
| 3,733
| "text"
|
"clip"
| "15,985,108"
| 4.613
| 86
| 185,873
| "vision"
|
"bart"
| "10,443,274"
| 3.014
| 2,344
| 4,455
| "text"
|
"layoutlmv3"
| "6,884,963"
| 1.987
| 171
| 40,262
| "vision"
|
"marian"
| "6,536,053"
| 1.886
| 2,062
| 3,169
| "text"
|
"albert"
| "5,732,074"
| 1.654
| 806
| 7,111
| "text"
|
"electra"
| "3,720,789"
| 1.074
| 1,158
| 3,213
| "text"
|
"wav2vec2"
| "3,048,186"
| 0.88
| 4,862
| 626
| "audio"
|
"mpnet"
| "2,949,999"
| 0.851
| 493
| 5,983
| "text"
|
"vit"
| "2,842,139"
| 0.82
| 838
| 3,391
| "vision"
|
"gptj"
| "2,332,426"
| 0.673
| 229
| 10,185
| "text"
|
"deberta-v2"
| "2,064,398"
| 0.596
| 557
| 3,706
| "text"
|
"layoutlm"
| "1,900,440"
| 0.548
| 97
| 19,592
| "vision"
|
"camembert"
| "1,900,360"
| 0.548
| 568
| 3,345
| "text"
|
"deberta"
| "1,735,619"
| 0.501
| 283
| 6,132
| "text"
|
"longformer"
| "1,211,218"
| 0.35
| 216
| 5,607
| "text"
|
"vision-encoder-decoder"
| "1,189,045"
| 0.343
| 398
| 2,987
| "vision"
|
"m2m_100"
| "1,135,062"
| 0.328
| 296
| 3,834
| "text"
|
"pegasus"
| "978,955"
| 0.283
| 478
| 2,048
| "text"
|
"gpt_neo"
| "975,579"
| 0.282
| 428
| 2,279
| "text"
|
"xlnet"
| "914,261"
| 0.264
| 199
| 4,594
| "text"
|
"dpr"
| "888,963"
| 0.257
| 93
| 9,558
| "text"
|
"opt"
| "856,380"
| 0.247
| 307
| 2,789
| "text"
|
"mbart"
| "797,427"
| 0.23
| 591
| 1,349
| "text"
|
"convbert"
| "650,102"
| 0.188
| 48
| 13,543
| "text"
|
"bloom"
| "589,186"
| 0.17
| 223
| 2,642
| "text"
|
"fsmt"
| "521,555"
| 0.151
| 30
| 17,385
| "text"
|
"blenderbot"
| "503,099"
| 0.145
| 32
| 15,721
| "text"
|
"gpt_neox"
| "475,981"
| 0.137
| 161
| 2,956
| "text"
|
"fnet"
| "463,031"
| 0.134
| 33
| 14,031
| "text"
|
"layoutlmv2"
| "448,389"
| 0.129
| 124
| 3,616
| "vision"
|
"openai-gpt"
| "413,748"
| 0.119
| 9
| 45,972
| "text"
|
"mt5"
| "390,606"
| 0.113
| 1,486
| 262
| "text"
|
"beit"
| "332,287"
| 0.096
| 114
| 2,914
| "vision"
|
"visual_bert"
| "326,952"
| 0.094
| 15
| 21,796
| "text"
|
"detr"
| "315,993"
| 0.091
| 91
| 3,472
| "text"
|
"resnet"
| "284,350"
| 0.082
| 103
| 2,760
| "vision"
|
"maskformer"
| "280,732"
| 0.081
| 31
| 9,055
| "vision"
|
"longt5"
| "270,724"
| 0.078
| 68
| 3,981
| "text"
|
"hubert"
| "262,068"
| 0.076
| 149
| 1,758
| "audio"
|
"whisper"
| "260,118"
| 0.075
| 1,616
| 160
| "audio"
|
"segformer"
| "239,958"
| 0.069
| 224
| 1,071
| "vision"
|
"esm"
| "233,714"
| 0.067
| 87
| 2,686
| "text"
|
"mobilebert"
| "226,527"
| 0.065
| 234
| 968
| "text"
|
"codegen"
| "197,474"
| 0.057
| 82
| 2,408
| "text"
|
"roformer"
| "194,715"
| 0.056
| 28
| 6,954
| "text"
|
"xlm"
| "190,927"
| 0.055
| 27
| 7,071
| "text"
|
"flaubert"
| "176,593"
| 0.051
| 39
| 4,528
| "text"
|
"clipseg"
| "172,611"
| 0.05
| 3
| 57,537
| "vision"
|
"big_bird"
| "172,833"
| 0.05
| 174
| 993
| "text"
|
"funnel"
| "170,081"
| 0.049
| 39
| 4,361
| "text"
|
"encoder-decoder"
| "166,686"
| 0.048
| 323
| 516
| "text"
|
"data2vec-text"
| "163,150"
| 0.047
| 22
| 7,415
| "text"
|
"yolos"
| "157,669"
| 0.046
| 22
| 7,166
| "text"
|
"owlvit"
| "154,326"
| 0.045
| 7
| 22,046
| "text"
|
"squeezebert"
| "154,036"
| 0.044
| 22
| 7,001
| "text"
|
"bigbird_pegasus"
| "147,543"
| 0.043
| 23
| 6,414
| "text"
|
"led"
| "136,918"
| 0.04
| 100
| 1,369
| "text"
|
"ibert"
| "136,725"
| 0.039
| 14
| 9,766
| "text"
|
"swin"
| "120,829"
| 0.035
| 245
| 493
| "vision"
|
"wavlm"
| "111,700"
| 0.032
| 88
| 1,269
| "audio"
|
"deit"
| "102,615"
| 0.03
| 15
| 6,841
| "vision"
|
"lxmert"
| "90,938"
| 0.026
| 13
| 6,995
| "text"
|
"convnext"
| "90,529"
| 0.026
| 105
| 862
| "vision"
|
"nystromformer"
| "85,097"
| 0.025
| 20
| 4,254
| "text"
|
"mobilevit"
| "78,563"
| 0.023
| 17
| 4,621
| "vision"
|
"tapas"
| "72,857"
| 0.021
| 70
| 1,040
| "vision"
|
"plbart"
| "72,572"
| 0.021
| 72
| 1,007
| "text"
|
"ernie"
| "72,770"
| 0.021
| 46
| 1,581
| "text"
|
"data2vec-vision"
| "71,653"
| 0.021
| 9
| 7,961
| "vision"
|
"blip"
| "73,379"
| 0.021
| 16
| 4,586
| "vision"
|
"trocr"
| "70,094"
| 0.02
| 15
| 4,672
| "text"
|
"table-transformer"
| "66,585"
| 0.019
| 6
| 11,097
| "text"
|
"mobilenet_v2"
| "65,524"
| 0.019
| 14
| 4,680
| "vision"
|
"audio-spectrogram-transformer"
| "64,720"
| 0.019
| 17
| 3,807
| "audio"
|
"rembert"
| "60,809"
| 0.018
| 21
| 2,895
| "text"
|
"mvp"
| "62,669"
| 0.018
| 22
| 2,848
| "text"
|
"levit"
| "63,518"
| 0.018
| 11
| 5,774
| "vision"
|
"poolformer"
| "60,447"
| 0.017
| 7
| 8,635
| "vision"
|
"vilt"
| "56,505"
| 0.016
| 16
| 3,531
| "vision"
|
"unispeech-sat"
| "55,255"
| 0.016
| 76
| 727
| "audio"
|
"mobilenet_v1"
| "56,922"
| 0.016
| 4
| 14,230
| "vision"
|
"data2vec-audio"
| "55,593"
| 0.016
| 24
| 2,316
| "audio"
|
"xglm"
| "45,409"
| 0.013
| 48
| 946
| "text"
|
"vit_mae"
| "45,880"
| 0.013
| 8
| 5,735
| "text"
|
"perceiver"
| "44,512"
| 0.013
| 30
| 1,483
| "vision"
|
"luke"
| "43,508"
| 0.013
| 45
| 966
| "text"
|
"markuplm"
| "40,323"
| 0.012
| 10
| 4,032
| "text"
|
"dpt"
| "40,200"
| 0.012
| 8
| 5,025
| "vision"
|
"switch_transformers"
| "37,107"
| 0.011
| 24
| 1,546
| "text"
|
"speech_to_text"
| "37,919"
| 0.011
| 29
| 1,307
| "audio"
|
"megatron-bert"
| "37,639"
| 0.011
| 34
| 1,107
| "text"
|
"biogpt"
| "38,288"
| 0.011
| 12
| 3,190
| "text"
|
"timesformer"
| "32,952"
| 0.01
| 17
| 1,938
| "text"
|
"prophetnet"
| "36,149"
| 0.01
| 19
| 1,902
| "text"
|
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