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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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