data_9_2024.csv

model_names,num_downloads,%_of_all_downloads,num_models,download_per_model,modality
bert,"157,982,340",19.261,40770,3874,text
roberta,"124,555,106",15.185,14885,8367,text
wav2vec2,"99,058,505",12.077,7817,12672,audio
clip,"90,284,496",11.007,365,247354,vision
distilbert,"62,140,426",7.576,16417,3785,text
gpt2,"26,584,753",3.241,18377,1446,text
marian,"25,574,418",3.118,3387,7550,text
xlm-roberta,"23,632,349",2.881,7745,3051,text
llama,"20,906,510",2.549,22981,909,text
t5,"19,762,409",2.409,14461,1366,text
vit,"18,206,454",2.22,4991,3647,vision
layoutlmv3,"13,815,409",1.6840000000000002,807,17119,vision
mpnet,"13,144,802",1.603,1569,8377,text
bart,"9,607,008",1.171,4481,2143,text
deberta-v2,"8,414,730",1.026,2050,4104,text
mistral,"8,358,140",1.019,8644,966,text
deberta,"8,040,481",0.98,536,15000,text
albert,"7,172,257",0.874,1060,6766,text
camembert,"6,709,638",0.818,1282,5233,text
electra,"5,310,379",0.647,1734,3062,text
longformer,"4,735,691",0.577,493,9605,text
whisper,"4,173,647",0.509,7088,588,audio
opt,"3,682,267",0.449,1537,2395,text
vision-encoder-decoder,"3,561,544",0.434,2001,1779,vision
layoutlmv2,"3,052,613",0.372,265,11519,vision
vits,"2,741,455",0.334,1278,2145,text
owlvit,"2,534,649",0.309,11,230422,text
blip,"2,362,183",0.28800000000000003,189,12498,vision
layoutlm,"2,349,458",0.28600000000000003,256,9177,vision
beit,"2,281,090",0.27799999999999997,939,2429,vision
bloom,"2,030,782",0.248,854,2377,text
esm,"2,023,890",0.247,798,2536,text
convbert,"1,867,240",0.22799999999999998,62,30116,text
m2m_100,"1,861,586",0.22699999999999998,609,3056,text
fnet,"1,853,406",0.22599999999999998,38,48773,text
gpt_neox,"1,835,163",0.22399999999999998,1873,979,text
falcon,"1,813,600",0.22100000000000003,384,4722,text
table-transformer,"1,763,277",0.215,168,10495,text
encodec,"1,679,408",0.20500000000000002,8,209926,text
hubert,"1,377,577",0.168,779,1768,audio
sam,"1,252,870",0.153,43,29136,text
wavlm,"1,246,743",0.152,129,9664,audio
clipseg,"1,198,018",0.146,8,149752,vision
mt5,"1,111,901",0.136,3002,370,text
trocr,"871,920",0.106,31,28126,text
detr,"765,327",0.093,862,887,text
gpt_neo,"705,569",0.086,1045,675,text
resnet,"659,667",0.08,450,1465,vision
longt5,"597,058",0.073,259,2305,text
musicgen,"549,688",0.067,59,9316,text
bark,"539,485",0.066,17,31734,text
gptj,"497,654",0.061,551,903,text
mobilebert,"487,398",0.059000000000000004,317,1537,text
segformer,"464,996",0.056999999999999995,861,540,vision
dpt,"470,691",0.056999999999999995,29,16230,vision
xlnet,"445,848",0.054,343,1299,text
dinov2,"427,030",0.052,66,6470,vision
mask2former,"378,426",0.046,70,5406,text
speecht5,"366,672",0.045,733,500,audio
yolos,"364,732",0.044000000000000004,120,3039,text
swinv2,"360,217",0.044000000000000004,116,3105,vision
pegasus,"358,988",0.044000000000000004,825,435,text
swin,"348,626",0.043,823,423,vision
mbart,"341,630",0.042,1764,193,text
git,"336,542",0.041,218,1543,vision
blip-2,"325,538",0.04,83,3922,vision
vilt,"314,134",0.038,65,4832,vision
mpt,"260,147",0.032,289,900,text
videomae,"255,392",0.031,502,508,text
bit,"237,471",0.029,10,23747,vision
openai-gpt,"226,212",0.027999999999999997,39,5800,text
pix2struct,"214,908",0.026,125,1719,vision
encoder-decoder,"203,539",0.025,449,453,text
vit_mae,"186,242",0.023,29,6422,text
luke,"169,924",0.021,87,1953,text
instructblip,"161,230",0.02,21,7677,vision
dpr,"164,022",0.02,121,1355,text
upernet,"155,308",0.019,17,9135,vision
xglm,"144,809",0.018000000000000002,152,952,text
swin2sr,"145,955",0.018000000000000002,14,10425,text
blenderbot,"148,130",0.018000000000000002,60,2468,text
tapas,"134,168",0.016,80,1677,vision
flaubert,"132,042",0.016,89,1483,text
xclip,"120,184",0.015,26,4622,text
codegen,"125,900",0.015,208,605,text
biogpt,"124,768",0.015,76,1641,text
mobilevit,"112,985",0.013999999999999999,62,1822,vision
audio-spectrogram-transformer,"113,259",0.013999999999999999,227,498,audio
mobilenet_v2,"107,129",0.013,59,1815,vision
gpt_bigcode,"100,759",0.012,353,285,text
led,"91,133",0.011000000000000001,276,330,text
canine,"80,678",0.01,168,480,text
unispeech-sat,"74,638",0.009000000000000001,79,944,audio
nougat,"77,863",0.009000000000000001,12,6488,text
rwkv,"66,899",0.008,115,581,text
fsmt,"65,226",0.008,34,1918,text
mobilenet_v1,"56,400",0.006999999999999999,9,6266,vision
maskformer,"53,609",0.006999999999999999,73,734,vision
clap,"54,218",0.006999999999999999,18,3012,text
convnext,"49,169",0.006,223,220,vision
bros,"46,795",0.006,4,11698,text
transfo-xl,"36,961",0.005,16,2310,text
rag,"42,188",0.005,34,1240,text
perceiver,"37,109",0.005,30,1236,vision
oneformer,"40,845",0.005,12,3403,text
deformable_detr,"41,812",0.005,25,1672,text
vitmatte,"31,270",0.004,9,3474,text
sew-d,"29,095",0.004,22,1322,audio
prophetnet,"32,374",0.004,28,1156,text
efficientnet,"33,845",0.004,31,1091,vision
bridgetower,"32,288",0.004,9,3587,text
bigbird_pegasus,"32,826",0.004,38,863,text
wav2vec2-conformer,"22,631",0.003,38,595,audio
timesformer,"22,356",0.003,41,545,text
switch_transformers,"23,118",0.003,43,537,text
plbart,"25,471",0.003,139,183,text
pegasus_x,"21,557",0.003,58,371,text
mvp,"21,913",0.003,24,913,text
idefics,"21,674",0.003,12,1806,text
ernie,"28,113",0.003,79,355,text
deit,"26,029",0.003,60,433,vision
ctrl,"21,836",0.003,29,752,text
convnextv2,"24,306",0.003,87,279,vision
blenderbot-small,"25,280",0.003,15,1685,text
big_bird,"28,180",0.003,330,85,text
align,"22,360",0.003,3,7453,vision
xmod,"17,925",0.002,106,169,text
xlm-roberta-xl,"13,425",0.002,21,639,text
xlm,"13,583",0.002,41,331,text
unispeech,"12,873",0.002,119,108,audio
squeezebert,"16,407",0.002,31,529,text
speech_to_text,"15,855",0.002,36,440,audio
sew,"13,315",0.002,15,887,audio
megatron-bert,"14,936",0.002,65,229,text
lilt,"20,094",0.002,155,129,text
glpn,"13,520",0.002,22,614,text
data2vec-audio,"15,899",0.002,30,529,audio
autoformer,"17,001",0.002,7,2428,text
yoso,"4,134",0.001,16,258,text
vivit,"8,418",0.001,25,336,text
visual_bert,"12,183",0.001,15,812,text
splinter,"5,104",0.001,31,164,text
reformer,"6,344",0.001,17,373,text
persimmon,"7,162",0.001,4,1790,text
mra,"7,181",0.001,2,3590,text
mobilevitv2,"6,856",0.001,29,236,vision
mega,"4,602",0.001,32,143,text
mctct,"7,680",0.001,8,960,audio
markuplm,"7,646",0.001,19,402,text
lxmert,"6,123",0.001,12,510,text
ibert,"6,945",0.001,19,365,text
funnel,"10,542",0.001,52,202,text
flava,"11,382",0.001,24,474,text
deta,"4,472",0.001,45,99,text
cvt,"10,478",0.001,20,523,vision
cpmant,"8,671",0.001,1,8671,text
chinese_clip,"9,332",0.001,11,848,vision
bert-generation,"8,363",0.001,2,4181,text
altclip,"4,634",0.001,4,1158,vision
xlm-prophetnet,"1,278",0.0,10,127,text
vitdet,0,0.0,0,0,vision
vit_msn,"1,948",0.0,8,243,vision
vit_hybrid,0,0.0,0,0,vision
vision-text-dual-encoder,"2,871",0.0,65,44,text
van,"1,670",0.0,26,64,vision
umt5,"2,109",0.0,39,54,text
tvlt,"2,101",0.0,4,525,text
trajectory_transformer,107,0.0,16,6,text
timm_backbone,0,0.0,0,0,vision
time_series_transformer,"1,808",0.0,17,106,text
swiftformer,"2,651",0.0,10,265,vision
speech_to_text_2,3,0.0,1,3,text
speech-encoder-decoder,"2,989",0.0,206,14,audio
roformer,"2,810",0.0,174,16,text
roc_bert,"1,639",0.0,14,117,text
roberta-prelayernorm,"1,246",0.0,23,54,text
retribert,241,0.0,2,120,text
rembert,"1,611",0.0,21,76,text
regnet,"2,026",0.0,41,49,vision
realm,"2,293",0.0,10,229,text
qdqbert,0,0.0,0,0,text
pvt,"2,089",0.0,9,232,vision
pop2piano,0,0.0,0,0,audio
poolformer,"1,144",0.0,7,163,vision
open-llama,"1,366",0.0,5,273,text
nystromformer,"2,316",0.0,22,105,text
nllb-moe,605,0.0,4,151,text
nezha,"2,258",0.0,12,188,text
nat,405,0.0,13,31,vision
mgp-str,"3,833",0.0,4,958,text
maskformer-swin,0,0.0,0,0,vision
levit,"1,268",0.0,10,126,vision
jukebox,"1,420",0.0,6,236,text
informer,989,0.0,3,329,text
imagegpt,"2,020",0.0,7,288,vision
groupvit,"1,570",0.0,4,392,text
graphormer,"1,161",0.0,9,129,text
gptsan-japanese,"1,083",0.0,2,541,text
gpt_neox_japanese,"3,600",0.0,4,900,text
gpt-sw3,0,0.0,0,0,text
focalnet,725,0.0,14,51,vision
ernie_m,539,0.0,18,29,text
efficientformer,323,0.0,14,23,vision
donut-swin,531,0.0,6,88,text
dinat,450,0.0,14,32,vision
decision_transformer,"1,780",0.0,381,4,text
data2vec-vision,"4,034",0.0,8,504,vision
data2vec-text,950,0.0,21,45,text
conditional_detr,"3,655",0.0,38,96,text
code_llama,0,0.0,1,0,text