| model_names,num_downloads,%_of_all_downloads,num_models,download_per_model,modality | |
| bert,"129,576,774",20.284,22296,5811,text | |
| vit,"123,042,962",19.261,1313,93711,vision | |
| wav2vec2,"64,623,303",10.116,5516,11715,audio | |
| xlm-roberta,"42,463,442",6.647,3814,11133,text | |
| roberta,"35,185,695",5.508,8200,4290,text | |
| distilbert,"30,773,416",4.817,8432,3649,text | |
| resnet,"30,558,879",4.784,172,177667,vision | |
| gpt2,"29,256,612",4.58,11349,2577,text | |
| clip,"22,056,151",3.453,150,147041,vision | |
| t5,"13,776,291",2.157,7609,1810,text | |
| bart,"13,239,022",2.072,2995,4420,text | |
| convnext,"12,400,421",1.941,140,88574,vision | |
| layoutlmv3,"10,102,327",1.5810000000000002,274,36869,vision | |
| deberta,"8,148,134",1.275,360,22633,text | |
| albert,"5,932,393",0.9289999999999999,1022,5804,text | |
| hubert,"5,761,896",0.902,168,34297,audio | |
| electra,"4,793,456",0.75,1290,3715,text | |
| bloom,"4,492,493",0.703,386,11638,text | |
| marian,"4,329,553",0.6779999999999999,2421,1788,text | |
| mpnet,"3,691,488",0.5780000000000001,677,5452,text | |
| longformer,"3,628,629",0.5680000000000001,278,13052,text | |
| camembert,"3,426,003",0.536,685,5001,text | |
| layoutlm,"3,222,436",0.504,129,24980,vision | |
| clipseg,"2,296,464",0.359,5,459292,vision | |
| opt,"1,904,398",0.298,432,4408,text | |
| gpt_neox,"1,608,834",0.252,657,2448,text | |
| deberta-v2,"1,553,186",0.243,712,2181,text | |
| vision-encoder-decoder,"1,511,605",0.23700000000000002,657,2300,vision | |
| yolos,"1,465,284",0.22899999999999998,32,45790,text | |
| convbert,"1,256,882",0.197,62,20272,text | |
| whisper,"1,208,609",0.189,2515,480,audio | |
| llama,"1,175,782",0.184,1007,1167,text | |
| gptj,"1,089,656",0.17099999999999999,403,2703,text | |
| fnet,"1,052,920",0.165,45,23398,text | |
| mbart,"1,024,655",0.16,803,1276,text | |
| blip,"991,658",0.155,40,24791,vision | |
| gpt_neo,"931,551",0.146,628,1483,text | |
| beit,"927,454",0.145,144,6440,vision | |
| m2m_100,"831,152",0.13,357,2328,text | |
| pegasus,"822,670",0.129,570,1443,text | |
| glpn,"615,232",0.096,43,14307,text | |
| blenderbot,"568,955",0.089,44,12930,text | |
| esm,"561,272",0.08800000000000001,171,3282,text | |
| vit_mae,"468,022",0.073,15,31201,text | |
| dpr,"468,600",0.073,103,4549,text | |
| mt5,"450,017",0.06999999999999999,1983,226,text | |
| wavlm,"359,795",0.055999999999999994,108,3331,audio | |
| layoutlmv2,"354,657",0.055999999999999994,151,2348,vision | |
| codegen,"338,584",0.053,110,3078,text | |
| detr,"328,167",0.051000000000000004,205,1600,text | |
| xlnet,"314,185",0.049,226,1390,text | |
| trocr,"312,551",0.049,22,14206,text | |
| mobilebert,"288,500",0.045,252,1144,text | |
| dpt,"289,498",0.045,11,26318,vision | |
| swin,"272,452",0.043,386,705,vision | |
| segformer,"258,963",0.041,354,731,vision | |
| encoder-decoder,"264,833",0.041,372,711,text | |
| xlm,"250,306",0.039,33,7585,text | |
| longt5,"237,929",0.037,116,2051,text | |
| flaubert,"230,535",0.036000000000000004,64,3602,text | |
| mobilevit,"217,465",0.034,24,9061,vision | |
| luke,"215,818",0.034,60,3596,text | |
| roformer,"205,061",0.032,35,5858,text | |
| blip-2,"203,431",0.032,24,8476,vision | |
| squeezebert,"167,181",0.026,31,5392,text | |
| speech_to_text,"165,074",0.026,31,5324,audio | |
| mask2former,"169,219",0.026,52,3254,text | |
| fsmt,"152,154",0.024,36,4226,text | |
| data2vec-text,"145,345",0.023,29,5011,text | |
| tapas,"139,227",0.022000000000000002,82,1697,vision | |
| ibert,"140,745",0.022000000000000002,22,6397,text | |
| data2vec-audio,"141,630",0.022000000000000002,32,4425,audio | |
| vilt,"132,185",0.021,20,6609,vision | |
| deit,"134,323",0.021,21,6396,vision | |
| nystromformer,"106,367",0.017,26,4091,text | |
| led,"111,098",0.017,198,561,text | |
| audio-spectrogram-transformer,"106,870",0.017,86,1242,audio | |
| upernet,"99,339",0.016,11,9030,vision | |
| owlvit,"94,438",0.015,9,10493,text | |
| markuplm,"98,459",0.015,20,4922,text | |
| bigbird_pegasus,"93,068",0.015,30,3102,text | |
| table-transformer,"91,480",0.013999999999999999,18,5082,text | |
| unispeech-sat,"84,314",0.013,84,1003,audio | |
| mobilenet_v2,"85,187",0.013,20,4259,vision | |
| big_bird,"82,107",0.013,191,429,text | |
| mobilenet_v1,"74,920",0.012,10,7492,vision | |
| levit,"74,864",0.012,14,5347,vision | |
| data2vec-vision,"78,024",0.012,12,6502,vision | |
| poolformer,"72,460",0.011000000000000001,9,8051,vision | |
| pix2struct,"67,669",0.011000000000000001,32,2114,text | |
| openai-gpt,"69,369",0.011000000000000001,15,4624,text | |
| canine,"67,570",0.011000000000000001,135,500,text | |
| wav2vec2-conformer,"64,854",0.01,33,1965,audio | |
| git,"61,088",0.01,74,825,text | |
| clap,"66,071",0.01,8,8258,text | |
| unispeech,"60,527",0.009000000000000001,124,488,audio | |
| sew-d,"59,718",0.009000000000000001,25,2388,audio | |
| sew,"59,663",0.009000000000000001,18,3314,audio | |
| ernie,"55,688",0.009000000000000001,66,843,text | |
| biogpt,"57,924",0.009000000000000001,41,1412,text | |
| xglm,"48,392",0.008,120,403,text | |
| xclip,"42,889",0.006999999999999999,20,2144,text | |
| timesformer,"35,211",0.006,23,1530,text | |
| speecht5,"40,634",0.006,60,677,audio | |
| prophetnet,"39,437",0.006,24,1643,text | |
| plbart,"38,299",0.006,79,484,text | |
| oneformer,"40,636",0.006,11,3694,text | |
| perceiver,"30,682",0.005,36,852,vision | |
| blenderbot-small,"33,499",0.005,19,1763,text | |
| videomae,"23,939",0.004,117,204,text | |
| transfo-xl,"25,809",0.004,18,1433,text | |
| switch_transformers,"22,776",0.004,26,876,text | |
| splinter,"28,530",0.004,34,839,text | |
| rembert,"24,231",0.004,28,865,text | |
| rag,"28,210",0.004,16,1763,text | |
| mvp,"27,667",0.004,28,988,text | |
| maskformer,"24,317",0.004,50,486,vision | |
| imagegpt,"23,338",0.004,11,2121,vision | |
| funnel,"25,715",0.004,47,547,text | |
| ctrl,"27,946",0.004,31,901,text | |
| visual_bert,"18,302",0.003,17,1076,text | |
| swinv2,"22,296",0.003,40,557,vision | |
| retribert,"18,505",0.003,2,9252,text | |
| regnet,"20,550",0.003,39,526,vision | |
| pegasus_x,"19,599",0.003,26,753,text | |
| lilt,"21,240",0.003,78,272,text | |
| chinese_clip,"17,278",0.003,8,2159,vision | |
| bert-generation,"22,070",0.003,2,11035,text | |
| yoso,"10,650",0.002,19,560,text | |
| xmod,"15,742",0.002,26,605,text | |
| xlm-roberta-xl,"14,271",0.002,24,594,text | |
| vit_msn,"12,288",0.002,10,1228,vision | |
| speech-encoder-decoder,"11,849",0.002,180,65,audio | |
| roc_bert,"11,476",0.002,21,546,text | |
| roberta-prelayernorm,"11,807",0.002,27,437,text | |
| reformer,"15,064",0.002,20,753,text | |
| megatron-bert,"12,881",0.002,49,262,text | |
| lxmert,"15,814",0.002,16,988,text | |
| groupvit,"14,042",0.002,6,2340,text | |
| gpt_neox_japanese,"11,788",0.002,5,2357,text | |
| donut-swin,"15,086",0.002,3,5028,text | |
| deformable_detr,"10,843",0.002,11,985,text | |
| cvt,"12,575",0.002,18,698,vision | |
| bridgetower,"12,620",0.002,8,1577,text | |
| swin2sr,"5,549",0.001,9,616,text | |
| realm,"5,331",0.001,10,533,text | |
| nezha,"6,777",0.001,20,338,text | |
| mgp-str,"6,310",0.001,3,2103,text | |
| flava,"9,301",0.001,6,1550,text | |
| efficientnet,"5,677",0.001,17,333,vision | |
| convnextv2,"5,071",0.001,26,195,vision | |
| conditional_detr,"3,917",0.001,11,356,text | |
| align,"5,744",0.001,4,1436,vision | |
| xlm-prophetnet,"1,243",0.0,10,124,text | |
| vit_hybrid,0,0.0,0,0,vision | |
| vision-text-dual-encoder,"1,240",0.0,30,41,text | |
| van,"2,435",0.0,10,243,vision | |
| tvlt,"1,453",0.0,6,242,text | |
| trajectory_transformer,333,0.0,16,20,text | |
| time_series_transformer,"1,600",0.0,4,400,text | |
| speech_to_text_2,0,0.0,0,0,text | |
| qdqbert,0,0.0,0,0,text | |
| nat,392,0.0,10,39,vision | |
| mctct,"2,381",0.0,10,238,audio | |
| maskformer-swin,0,0.0,0,0,vision | |
| jukebox,"1,141",0.0,6,190,text | |
| informer,638,0.0,1,638,text | |
| graphormer,903,0.0,3,301,text | |
| gptsan-japanese,"1,780",0.0,3,593,text | |
| gpt-sw3,0,0.0,0,0,text | |
| ernie_m,"2,886",0.0,20,144,text | |
| efficientformer,"2,781",0.0,13,213,vision | |
| dinat,343,0.0,13,26,vision | |
| deta,"2,630",0.0,11,239,text | |
| decision_transformer,"1,139",0.0,48,23,text | |
| bit,"2,366",0.0,7,338,vision | |
| altclip,"1,859",0.0,5,371,vision | |