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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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