| model_names,num_downloads,%_of_all_downloads,num_models,download_per_model,modality | |
| bert,"128,515,363",20.131,22667,5669,text | |
| vit,"122,351,360",19.165,1348,90765,vision | |
| wav2vec2,"65,023,503",10.184999999999999,5548,11720,audio | |
| xlm-roberta,"41,838,093",6.554,3924,10662,text | |
| roberta,"33,549,842",5.255,8391,3998,text | |
| distilbert,"32,322,575",5.063,8621,3749,text | |
| resnet,"31,353,512",4.9110000000000005,179,175159,vision | |
| gpt2,"28,649,357",4.488,11500,2491,text | |
| clip,"21,585,955",3.381,150,143906,vision | |
| convnext,"12,415,016",1.9449999999999998,143,86818,vision | |
| t5,"12,232,303",1.916,7774,1573,text | |
| bart,"11,638,396",1.823,3025,3847,text | |
| layoutlmv3,"9,800,847",1.5350000000000001,294,33336,vision | |
| deberta,"9,430,738",1.477,376,25081,text | |
| albert,"6,002,988",0.9400000000000001,1032,5816,text | |
| hubert,"5,925,579",0.928,170,34856,audio | |
| electra,"4,989,127",0.781,1304,3826,text | |
| bloom,"4,381,558",0.6859999999999999,411,10660,text | |
| marian,"4,319,009",0.677,2431,1776,text | |
| mpnet,"4,124,457",0.6459999999999999,809,5098,text | |
| longformer,"3,611,801",0.5660000000000001,280,12899,text | |
| camembert,"3,538,638",0.5539999999999999,700,5055,text | |
| layoutlm,"3,393,890",0.532,137,24772,vision | |
| clipseg,"2,317,998",0.363,5,463599,vision | |
| yolos,"2,183,113",0.34199999999999997,33,66154,text | |
| opt,"1,937,837",0.304,444,4364,text | |
| vision-encoder-decoder,"1,748,255",0.27399999999999997,680,2570,vision | |
| gpt_neox,"1,561,473",0.245,715,2183,text | |
| deberta-v2,"1,504,683",0.23600000000000002,732,2055,text | |
| llama,"1,357,783",0.213,1099,1235,text | |
| convbert,"1,339,205",0.21,63,21257,text | |
| mbart,"1,290,107",0.202,810,1592,text | |
| whisper,"1,254,191",0.196,2582,485,audio | |
| fnet,"1,127,696",0.17700000000000002,45,25059,text | |
| beit,"1,115,436",0.17500000000000002,146,7639,vision | |
| gptj,"1,036,287",0.16199999999999998,411,2521,text | |
| pegasus,"998,834",0.156,578,1728,text | |
| wavlm,"982,414",0.154,112,8771,audio | |
| blip,"958,774",0.15,48,19974,vision | |
| gpt_neo,"935,834",0.147,651,1437,text | |
| m2m_100,"878,953",0.13799999999999998,359,2448,text | |
| glpn,"612,012",0.096,56,10928,text | |
| blenderbot,"592,026",0.093,44,13455,text | |
| esm,"577,388",0.09,173,3337,text | |
| mt5,"493,735",0.077,1999,246,text | |
| dpr,"439,770",0.06899999999999999,103,4269,text | |
| trocr,"406,681",0.064,22,18485,text | |
| transfo-xl,"377,042",0.059000000000000004,19,19844,text | |
| detr,"369,270",0.058,210,1758,text | |
| layoutlmv2,"359,050",0.055999999999999994,156,2301,vision | |
| vit_mae,"348,692",0.055,15,23246,text | |
| codegen,"342,113",0.054,111,3082,text | |
| mobilebert,"326,888",0.051000000000000004,253,1292,text | |
| xlnet,"318,375",0.05,233,1366,text | |
| swin,"313,442",0.049,395,793,vision | |
| dpt,"279,796",0.044000000000000004,11,25436,vision | |
| xlm,"261,979",0.041,34,7705,text | |
| segformer,"257,093",0.04,361,712,vision | |
| encoder-decoder,"252,635",0.04,373,677,text | |
| longt5,"245,188",0.038,121,2026,text | |
| flaubert,"238,097",0.037,66,3607,text | |
| mobilevit,"225,070",0.034999999999999996,26,8656,vision | |
| roformer,"210,990",0.033,35,6028,text | |
| luke,"204,481",0.032,58,3525,text | |
| speech_to_text,"170,271",0.027,33,5159,audio | |
| blip-2,"169,218",0.027,24,7050,vision | |
| squeezebert,"166,396",0.026,32,5199,text | |
| tapas,"152,821",0.024,82,1863,vision | |
| mask2former,"152,342",0.024,54,2821,text | |
| fsmt,"154,620",0.024,36,4295,text | |
| ibert,"143,947",0.023,23,6258,text | |
| data2vec-text,"147,872",0.023,29,5099,text | |
| data2vec-audio,"143,938",0.023,32,4498,audio | |
| bigbird_pegasus,"137,596",0.022000000000000002,32,4299,text | |
| vilt,"132,028",0.021,20,6601,vision | |
| deit,"134,671",0.021,21,6412,vision | |
| led,"115,265",0.018000000000000002,201,573,text | |
| nystromformer,"109,439",0.017,27,4053,text | |
| markuplm,"109,695",0.017,22,4986,text | |
| audio-spectrogram-transformer,"106,325",0.017,89,1194,audio | |
| owlvit,"104,587",0.016,9,11620,text | |
| table-transformer,"93,336",0.015,22,4242,text | |
| unispeech-sat,"86,222",0.013999999999999999,84,1026,audio | |
| mobilenet_v2,"87,998",0.013999999999999999,20,4399,vision | |
| upernet,"85,562",0.013,11,7778,vision | |
| pix2struct,"83,647",0.013,33,2534,text | |
| openai-gpt,"82,577",0.013,15,5505,text | |
| big_bird,"82,189",0.013,193,425,text | |
| mobilenet_v1,"75,137",0.012,10,7513,vision | |
| levit,"75,310",0.012,14,5379,vision | |
| data2vec-vision,"78,587",0.012,12,6548,vision | |
| wav2vec2-conformer,"67,141",0.011000000000000001,33,2034,audio | |
| poolformer,"72,902",0.011000000000000001,9,8100,vision | |
| canine,"68,690",0.011000000000000001,139,494,text | |
| unispeech,"63,004",0.01,124,508,audio | |
| sew-d,"62,222",0.01,25,2488,audio | |
| sew,"62,096",0.01,18,3449,audio | |
| git,"64,496",0.01,79,816,text | |
| clap,"54,759",0.009000000000000001,8,6844,text | |
| ernie,"53,489",0.008,67,798,text | |
| biogpt,"52,960",0.008,42,1260,text | |
| xglm,"45,194",0.006999999999999999,122,370,text | |
| speecht5,"42,552",0.006999999999999999,65,654,audio | |
| prophetnet,"37,265",0.006,24,1552,text | |
| plbart,"38,662",0.006,80,483,text | |
| oneformer,"35,508",0.006,11,3228,text | |
| xclip,"33,127",0.005,20,1656,text | |
| videomae,"29,154",0.005,125,233,text | |
| timesformer,"35,044",0.005,23,1523,text | |
| perceiver,"30,434",0.005,36,845,vision | |
| blenderbot-small,"32,788",0.005,19,1725,text | |
| splinter,"28,699",0.004,34,844,text | |
| rembert,"23,502",0.004,29,810,text | |
| rag,"27,685",0.004,16,1730,text | |
| mvp,"27,056",0.004,28,966,text | |
| maskformer,"23,152",0.004,50,463,vision | |
| imagegpt,"24,092",0.004,11,2190,vision | |
| funnel,"26,043",0.004,47,554,text | |
| ctrl,"28,255",0.004,31,911,text | |
| xmod,"16,353",0.003,26,628,text | |
| visual_bert,"19,474",0.003,17,1145,text | |
| switch_transformers,"20,647",0.003,26,794,text | |
| swinv2,"21,180",0.003,40,529,vision | |
| regnet,"21,110",0.003,39,541,vision | |
| pegasus_x,"18,901",0.003,26,726,text | |
| lilt,"19,157",0.003,87,220,text | |
| chinese_clip,"21,342",0.003,8,2667,vision | |
| yoso,"14,009",0.002,20,700,text | |
| xlm-roberta-xl,"14,139",0.002,24,589,text | |
| vit_msn,"11,994",0.002,10,1199,vision | |
| speech-encoder-decoder,"12,517",0.002,181,69,audio | |
| roc_bert,"11,115",0.002,21,529,text | |
| roberta-prelayernorm,"11,299",0.002,27,418,text | |
| retribert,"15,576",0.002,2,7788,text | |
| reformer,"15,220",0.002,20,761,text | |
| megatron-bert,"13,356",0.002,53,252,text | |
| lxmert,"15,287",0.002,16,955,text | |
| groupvit,"13,945",0.002,6,2324,text | |
| gpt_neox_japanese,"12,086",0.002,6,2014,text | |
| donut-swin,"15,298",0.002,3,5099,text | |
| deformable_detr,"11,029",0.002,11,1002,text | |
| cvt,"12,521",0.002,18,695,vision | |
| bridgetower,"12,748",0.002,8,1593,text | |
| bert-generation,"9,765",0.002,2,4882,text | |
| swin2sr,"4,725",0.001,9,525,text | |
| realm,"4,002",0.001,10,400,text | |
| nezha,"6,550",0.001,20,327,text | |
| mgp-str,"6,867",0.001,3,2289,text | |
| flava,"8,529",0.001,6,1421,text | |
| efficientnet,"4,133",0.001,19,217,vision | |
| convnextv2,"4,814",0.001,26,185,vision | |
| conditional_detr,"3,725",0.001,12,310,text | |
| align,"5,474",0.001,4,1368,vision | |
| xlm-prophetnet,"1,580",0.0,10,158,text | |
| vit_hybrid,0,0.0,0,0,vision | |
| vision-text-dual-encoder,"1,084",0.0,30,36,text | |
| van,"2,352",0.0,10,235,vision | |
| tvlt,"1,419",0.0,6,236,text | |
| trajectory_transformer,349,0.0,16,21,text | |
| time_series_transformer,"1,529",0.0,4,382,text | |
| speech_to_text_2,0,0.0,0,0,text | |
| qdqbert,0,0.0,0,0,text | |
| nat,394,0.0,10,39,vision | |
| mctct,"2,432",0.0,10,243,audio | |
| maskformer-swin,0,0.0,0,0,vision | |
| jukebox,"1,058",0.0,6,176,text | |
| informer,623,0.0,1,623,text | |
| graphormer,"1,098",0.0,3,366,text | |
| gptsan-japanese,"1,889",0.0,3,629,text | |
| gpt-sw3,0,0.0,0,0,text | |
| ernie_m,"2,828",0.0,20,141,text | |
| efficientformer,"2,879",0.0,13,221,vision | |
| dinat,404,0.0,13,31,vision | |
| deta,"2,481",0.0,11,225,text | |
| decision_transformer,"1,247",0.0,52,23,text | |
| bit,"2,365",0.0,7,337,vision | |
| altclip,"1,912",0.0,5,382,vision | |