| model_names,num_downloads,%_of_all_downloads,num_models,download_per_model,modality | |
| bert,"131,731,602",26.307000000000002,23774,5540,text | |
| wav2vec2,"68,612,907",13.702,5724,11986,audio | |
| xlm-roberta,"57,211,204",11.425,4147,13795,text | |
| roberta,"36,729,181",7.335,8738,4203,text | |
| distilbert,"33,736,036",6.737,9184,3673,text | |
| clip,"23,826,560",4.758,166,143533,vision | |
| gpt2,"23,064,497",4.606,11961,1928,text | |
| t5,"13,885,352",2.773,8362,1660,text | |
| bart,"10,050,910",2.007,3075,3268,text | |
| deberta,"8,455,349",1.6889999999999998,403,20981,text | |
| layoutlmv3,"7,697,022",1.537,327,23538,vision | |
| marian,"5,733,473",1.145,2453,2337,text | |
| hubert,"5,518,231",1.102,188,29352,audio | |
| albert,"5,165,573",1.032,1039,4971,text | |
| electra,"4,889,407",0.976,1344,3637,text | |
| clipseg,"4,430,436",0.885,5,886087,vision | |
| resnet,"4,274,256",0.8540000000000001,197,21696,vision | |
| mpnet,"4,181,276",0.835,996,4198,text | |
| layoutlm,"3,791,671",0.757,148,25619,vision | |
| camembert,"3,486,476",0.696,740,4711,text | |
| bloom,"3,271,004",0.653,459,7126,text | |
| yolos,"2,593,477",0.518,40,64836,text | |
| longformer,"2,467,041",0.49300000000000005,287,8595,text | |
| vit,"2,348,602",0.469,1487,1579,vision | |
| vision-encoder-decoder,"2,144,214",0.428,763,2810,vision | |
| llama,"1,919,763",0.383,1566,1225,text | |
| opt,"1,742,910",0.348,471,3700,text | |
| deberta-v2,"1,637,264",0.327,792,2067,text | |
| gpt_neox,"1,427,881",0.28500000000000003,856,1668,text | |
| convbert,"1,356,633",0.271,63,21533,text | |
| mbart,"1,291,638",0.258,839,1539,text | |
| pegasus,"1,240,774",0.248,607,2044,text | |
| wavlm,"1,191,327",0.23800000000000002,118,10095,audio | |
| vit_mae,"1,104,835",0.22100000000000003,15,73655,text | |
| beit,"1,096,020",0.219,147,7455,vision | |
| fnet,"1,093,791",0.218,45,24306,text | |
| gptj,"1,087,615",0.217,435,2500,text | |
| blip,"1,070,163",0.214,59,18138,vision | |
| gpt_neo,"923,210",0.184,711,1298,text | |
| m2m_100,"889,837",0.178,387,2299,text | |
| whisper,"773,417",0.154,2754,280,audio | |
| blenderbot,"629,236",0.126,46,13679,text | |
| trocr,"598,616",0.12,22,27209,text | |
| mt5,"566,210",0.11299999999999999,2089,271,text | |
| mobilebert,"409,023",0.082,254,1610,text | |
| transfo-xl,"368,684",0.074,19,19404,text | |
| codegen,"372,134",0.074,118,3153,text | |
| xlnet,"335,586",0.067,236,1421,text | |
| detr,"320,722",0.064,249,1288,text | |
| longt5,"302,027",0.06,131,2305,text | |
| xlm,"280,512",0.055999999999999994,34,8250,text | |
| layoutlmv2,"279,346",0.055999999999999994,160,1745,vision | |
| flaubert,"278,458",0.055999999999999994,71,3921,text | |
| segformer,"276,251",0.055,392,704,vision | |
| swin,"253,926",0.051000000000000004,433,586,vision | |
| roformer,"242,497",0.048,35,6928,text | |
| esm,"219,370",0.044000000000000004,191,1148,text | |
| dpr,"218,005",0.044000000000000004,105,2076,text | |
| speech_to_text,"205,125",0.041,33,6215,audio | |
| dpt,"202,533",0.04,11,18412,vision | |
| squeezebert,"176,553",0.034999999999999996,32,5517,text | |
| luke,"168,200",0.034,58,2900,text | |
| data2vec-text,"164,833",0.033,29,5683,text | |
| ibert,"158,489",0.032,22,7204,text | |
| bigbird_pegasus,"158,994",0.032,34,4676,text | |
| convnext,"150,553",0.03,149,1010,vision | |
| data2vec-audio,"144,392",0.029,34,4246,audio | |
| markuplm,"140,958",0.027999999999999997,22,6407,text | |
| fsmt,"142,420",0.027999999999999997,36,3956,text | |
| led,"131,560",0.026,216,609,text | |
| deit,"127,821",0.026,24,5325,vision | |
| blip-2,"131,553",0.026,25,5262,vision | |
| unispeech-sat,"126,109",0.025,85,1483,audio | |
| owlvit,"126,941",0.025,9,14104,text | |
| nystromformer,"119,674",0.024,27,4432,text | |
| encoder-decoder,"119,572",0.024,362,330,text | |
| mask2former,"114,364",0.023,63,1815,text | |
| vilt,"108,843",0.022000000000000002,21,5183,vision | |
| audio-spectrogram-transformer,"105,026",0.021,93,1129,audio | |
| tapas,"100,801",0.02,82,1229,vision | |
| mobilenet_v2,"97,799",0.02,20,4889,vision | |
| table-transformer,"93,475",0.019,21,4451,text | |
| openai-gpt,"97,575",0.019,16,6098,text | |
| mobilevit,"97,588",0.019,35,2788,vision | |
| xglm,"87,441",0.017,122,716,text | |
| poolformer,"84,293",0.017,10,8429,vision | |
| mobilenet_v1,"86,778",0.017,10,8677,vision | |
| levit,"86,775",0.017,15,5785,vision | |
| data2vec-vision,"87,181",0.017,12,7265,vision | |
| wav2vec2-conformer,"77,722",0.016,35,2220,audio | |
| unispeech,"71,861",0.013999999999999999,124,579,audio | |
| sew-d,"71,152",0.013999999999999999,25,2846,audio | |
| sew,"71,014",0.013999999999999999,18,3945,audio | |
| pix2struct,"72,573",0.013999999999999999,37,1961,text | |
| big_bird,"67,349",0.013,200,336,text | |
| speecht5,"62,357",0.012,102,611,audio | |
| plbart,"53,606",0.011000000000000001,82,653,text | |
| xclip,"50,673",0.01,20,2533,text | |
| upernet,"48,366",0.01,11,4396,vision | |
| rag,"50,791",0.01,16,3174,text | |
| git,"49,195",0.01,83,592,text | |
| ernie,"52,019",0.01,71,732,text | |
| prophetnet,"43,582",0.009000000000000001,25,1743,text | |
| blenderbot-small,"40,470",0.008,19,2130,text | |
| biogpt,"38,055",0.008,44,864,text | |
| videomae,"36,605",0.006999999999999999,149,245,text | |
| timesformer,"34,372",0.006999999999999999,23,1494,text | |
| splinter,"33,006",0.006999999999999999,34,970,text | |
| perceiver,"27,674",0.006,36,768,vision | |
| mvp,"27,975",0.006,28,999,text | |
| canine,"28,233",0.006,137,206,text | |
| oneformer,"26,138",0.005,11,2376,text | |
| imagegpt,"24,986",0.005,11,2271,vision | |
| glpn,"24,151",0.005,58,416,text | |
| ctrl,"25,285",0.005,31,815,text | |
| vit_msn,"21,197",0.004,10,2119,vision | |
| switch_transformers,"20,371",0.004,27,754,text | |
| rembert,"20,930",0.004,28,747,text | |
| regnet,"20,765",0.004,40,519,vision | |
| pegasus_x,"21,760",0.004,32,680,text | |
| maskformer,"21,161",0.004,57,371,vision | |
| lilt,"20,652",0.004,92,224,text | |
| funnel,"18,941",0.004,48,394,text | |
| chinese_clip,"20,354",0.004,8,2544,vision | |
| xmod,"15,313",0.003,26,588,text | |
| visual_bert,"15,249",0.003,18,847,text | |
| swinv2,"16,878",0.003,41,411,vision | |
| speech-encoder-decoder,"12,706",0.003,181,70,audio | |
| roc_bert,"12,949",0.003,21,616,text | |
| reformer,"15,869",0.003,20,793,text | |
| groupvit,"13,964",0.003,6,2327,text | |
| donut-swin,"15,296",0.003,3,5098,text | |
| deformable_detr,"14,135",0.003,11,1285,text | |
| clap,"12,808",0.003,8,1601,text | |
| align,"12,845",0.003,4,3211,vision | |
| yoso,"11,736",0.002,20,586,text | |
| mgp-str,"7,916",0.002,3,2638,text | |
| megatron-bert,"8,848",0.002,52,170,text | |
| lxmert,"11,100",0.002,16,693,text | |
| gpt_neox_japanese,"10,739",0.002,6,1789,text | |
| cvt,"9,677",0.002,18,537,vision | |
| conditional_detr,"8,417",0.002,13,647,text | |
| bridgetower,"12,254",0.002,8,1531,text | |
| bert-generation,"10,616",0.002,2,5308,text | |
| xlm-roberta-xl,"7,080",0.001,25,283,text | |
| xlm-prophetnet,"2,708",0.001,11,246,text | |
| swin2sr,"3,341",0.001,9,371,text | |
| roberta-prelayernorm,"6,026",0.001,25,241,text | |
| nezha,"3,096",0.001,20,154,text | |
| flava,"5,877",0.001,6,979,text | |
| efficientnet,"4,035",0.001,20,201,vision | |
| convnextv2,"6,283",0.001,26,241,vision | |
| vit_hybrid,0,0.0,0,0,vision | |
| vision-text-dual-encoder,"1,297",0.0,30,43,text | |
| van,"1,205",0.0,11,109,vision | |
| tvlt,856,0.0,6,142,text | |
| trajectory_transformer,432,0.0,16,27,text | |
| time_series_transformer,"1,074",0.0,6,179,text | |
| speech_to_text_2,0,0.0,0,0,text | |
| retribert,"1,427",0.0,2,713,text | |
| realm,"1,620",0.0,10,162,text | |
| qdqbert,0,0.0,0,0,text | |
| nat,341,0.0,10,34,vision | |
| mctct,"1,488",0.0,10,148,audio | |
| maskformer-swin,0,0.0,0,0,vision | |
| jukebox,"1,064",0.0,6,177,text | |
| informer,575,0.0,3,191,text | |
| graphormer,961,0.0,3,320,text | |
| gptsan-japanese,"1,347",0.0,3,449,text | |
| gpt-sw3,0,0.0,0,0,text | |
| ernie_m,"1,077",0.0,21,51,text | |
| efficientformer,"1,866",0.0,14,133,vision | |
| dinat,438,0.0,13,33,vision | |
| deta,"1,763",0.0,13,135,text | |
| decision_transformer,"1,153",0.0,52,22,text | |
| bit,"1,233",0.0,7,176,vision | |
| altclip,"1,341",0.0,5,268,vision | |