| model_names,num_downloads,%_of_all_downloads,num_models,download_per_model,modality | |
| bert,"99,065,721",28.126,19303,5132,text | |
| wav2vec2,"33,824,638",9.603,5063,6680,audio | |
| roberta,"29,092,006",8.260000000000002,6997,4157,text | |
| xlm-roberta,"27,994,917",7.9479999999999995,3233,8659,text | |
| distilbert,"24,652,261",6.999,6940,3552,text | |
| gpt2,"24,301,292",6.898999999999999,10072,2412,text | |
| clip,"20,459,408",5.809,90,227326,vision | |
| t5,"15,239,128",4.327,5844,2607,text | |
| bart,"9,216,400",2.617,2543,3624,text | |
| layoutlmv3,"8,677,012",2.463,209,41516,vision | |
| marian,"6,687,297",1.899,2199,3041,text | |
| electra,"4,711,671",1.3379999999999999,1201,3923,text | |
| albert,"4,453,680",1.264,860,5178,text | |
| layoutlm,"3,477,228",0.987,114,30502,vision | |
| mpnet,"3,124,214",0.8869999999999999,517,6042,text | |
| gptj,"2,253,492",0.64,323,6976,text | |
| longformer,"2,135,392",0.606,237,9010,text | |
| camembert,"2,103,201",0.597,589,3570,text | |
| mbart,"1,932,191",0.549,728,2654,text | |
| vit,"1,775,913",0.504,965,1840,vision | |
| opt,"1,505,747",0.42700000000000005,316,4765,text | |
| deberta,"1,233,716",0.35000000000000003,297,4153,text | |
| pegasus,"1,189,678",0.338,501,2374,text | |
| bloom,"1,182,327",0.336,271,4362,text | |
| deberta-v2,"1,160,519",0.329,599,1937,text | |
| gpt_neo,"1,042,398",0.296,475,2194,text | |
| vision-encoder-decoder,"1,009,411",0.28700000000000003,446,2263,vision | |
| openai-gpt,"973,879",0.27599999999999997,13,74913,text | |
| hubert,"901,254",0.256,158,5704,audio | |
| wavlm,"893,830",0.254,98,9120,audio | |
| convbert,"859,470",0.244,56,15347,text | |
| m2m_100,"757,844",0.215,307,2468,text | |
| dpr,"637,080",0.181,94,6777,text | |
| fnet,"630,169",0.179,42,15004,text | |
| blenderbot,"533,317",0.151,38,14034,text | |
| gpt_neox,"499,662",0.14200000000000002,227,2201,text | |
| mt5,"475,721",0.135,1684,282,text | |
| whisper,"440,256",0.125,1917,229,audio | |
| resnet,"414,967",0.11800000000000001,116,3577,vision | |
| fsmt,"408,516",0.116,32,12766,text | |
| xlnet,"393,058",0.11199999999999999,204,1926,text | |
| codegen,"393,387",0.11199999999999999,88,4470,text | |
| layoutlmv2,"374,602",0.106,132,2837,vision | |
| yolos,"335,319",0.095,28,11975,text | |
| esm,"335,838",0.095,117,2870,text | |
| llama,"328,088",0.093,143,2294,text | |
| beit,"324,583",0.092,130,2496,vision | |
| ernie,"288,550",0.082,59,4890,text | |
| detr,"272,663",0.077,145,1880,text | |
| segformer,"268,109",0.076,256,1047,vision | |
| mobilebert,"267,518",0.076,249,1074,text | |
| blip,"258,848",0.073,20,12942,vision | |
| big_bird,"248,905",0.07100000000000001,184,1352,text | |
| flaubert,"245,748",0.06999999999999999,56,4388,text | |
| xlm,"243,569",0.06899999999999999,33,7380,text | |
| roformer,"239,327",0.068,35,6837,text | |
| encoder-decoder,"240,708",0.068,344,699,text | |
| funnel,"237,646",0.067,47,5056,text | |
| vit_mae,"209,163",0.059000000000000004,10,20916,text | |
| data2vec-text,"193,628",0.055,29,6676,text | |
| squeezebert,"186,139",0.053,28,6647,text | |
| longt5,"184,380",0.052,83,2221,text | |
| clipseg,"178,837",0.051000000000000004,5,35767,vision | |
| ibert,"165,834",0.047,20,8291,text | |
| swin,"155,107",0.044000000000000004,300,517,vision | |
| led,"144,726",0.041,166,871,text | |
| deit,"138,789",0.039,19,7304,vision | |
| audio-spectrogram-transformer,"137,780",0.039,25,5511,audio | |
| trocr,"135,214",0.038,16,8450,text | |
| nystromformer,"118,311",0.034,26,4550,text | |
| data2vec-audio,"115,346",0.033,31,3720,audio | |
| visual_bert,"104,892",0.03,17,6170,text | |
| owlvit,"100,693",0.029,9,11188,text | |
| dpt,"101,079",0.029,11,9189,vision | |
| convnext,"103,401",0.029,112,923,vision | |
| data2vec-vision,"93,546",0.027,12,7795,vision | |
| unispeech-sat,"88,805",0.025,82,1082,audio | |
| mobilenet_v2,"88,924",0.025,17,5230,vision | |
| levit,"87,317",0.025,14,6236,vision | |
| table-transformer,"83,616",0.024,16,5226,text | |
| poolformer,"83,780",0.024,9,9308,vision | |
| mobilevit,"85,035",0.024,20,4251,vision | |
| mobilenet_v1,"83,957",0.024,9,9328,vision | |
| bigbird_pegasus,"83,932",0.024,31,2707,text | |
| speech_to_text,"67,714",0.019,31,2184,audio | |
| plbart,"61,843",0.018000000000000002,76,813,text | |
| vilt,"58,777",0.017,18,3265,vision | |
| tapas,"60,320",0.017,75,804,vision | |
| wav2vec2-conformer,"54,156",0.015,31,1746,audio | |
| rembert,"51,476",0.015,28,1838,text | |
| git,"51,367",0.015,40,1284,text | |
| unispeech,"50,694",0.013999999999999999,124,408,audio | |
| sew-d,"47,676",0.013999999999999999,25,1907,audio | |
| sew,"47,676",0.013999999999999999,18,2648,audio | |
| mvp,"47,690",0.013999999999999999,27,1766,text | |
| xglm,"45,757",0.013,102,448,text | |
| blip-2,"46,435",0.013,13,3571,vision | |
| perceiver,"41,229",0.012,36,1145,vision | |
| timesformer,"37,194",0.011000000000000001,21,1771,text | |
| prophetnet,"37,093",0.011000000000000001,24,1545,text | |
| mask2former,"37,491",0.011000000000000001,43,871,text | |
| splinter,"33,633",0.01,34,989,text | |
| blenderbot-small,"34,242",0.01,16,2140,text | |
| biogpt,"36,070",0.01,26,1387,text | |
| switch_transformers,"32,945",0.009000000000000001,26,1267,text | |
| pegasus_x,"32,221",0.009000000000000001,16,2013,text | |
| maskformer,"31,924",0.009000000000000001,36,886,vision | |
| markuplm,"33,009",0.009000000000000001,14,2357,text | |
| luke,"31,771",0.009000000000000001,56,567,text | |
| megatron-bert,"28,840",0.008,44,655,text | |
| lxmert,"27,427",0.008,16,1714,text | |
| glpn,"26,830",0.008,43,623,text | |
| xclip,"23,673",0.006999999999999999,20,1183,text | |
| vit_msn,"26,093",0.006999999999999999,10,2609,vision | |
| roc_bert,"23,550",0.006999999999999999,21,1121,text | |
| rag,"26,100",0.006999999999999999,16,1631,text | |
| ctrl,"24,849",0.006999999999999999,30,828,text | |
| regnet,"20,327",0.006,39,521,vision | |
| groupvit,"19,989",0.006,6,3331,text | |
| bert-generation,"20,530",0.006,2,10265,text | |
| xlm-roberta-xl,"16,653",0.005,23,724,text | |
| upernet,"19,136",0.005,11,1739,vision | |
| transfo-xl,"19,191",0.005,18,1066,text | |
| reformer,"18,055",0.005,20,902,text | |
| nezha,"19,084",0.005,20,954,text | |
| lilt,"17,710",0.005,57,310,text | |
| imagegpt,"17,993",0.005,11,1635,vision | |
| donut-swin,"18,110",0.005,3,6036,text | |
| cvt,"16,297",0.005,15,1086,vision | |
| canine,"18,455",0.005,45,410,text | |
| videomae,"13,662",0.004,70,195,text | |
| swinv2,"15,818",0.004,36,439,vision | |
| yoso,"11,457",0.003,19,603,text | |
| swin2sr,"8,862",0.003,9,984,text | |
| speecht5,"12,158",0.003,7,1736,audio | |
| retribert,"11,568",0.003,2,5784,text | |
| flava,"10,504",0.003,6,1750,text | |
| deformable_detr,"11,978",0.003,11,1088,text | |
| xmod,"8,565",0.002,26,329,text | |
| speech-encoder-decoder,"7,907",0.002,180,43,audio | |
| roberta-prelayernorm,"5,663",0.002,27,209,text | |
| pix2struct,"6,224",0.002,19,327,text | |
| gpt_neox_japanese,"7,352",0.002,5,1470,text | |
| conditional_detr,"5,479",0.002,6,913,text | |
| chinese_clip,"7,636",0.002,6,1272,vision | |
| van,"4,612",0.001,10,461,vision | |
| tvlt,"2,743",0.001,6,457,text | |
| realm,"2,134",0.001,10,213,text | |
| oneformer,"5,232",0.001,11,475,text | |
| mctct,"4,451",0.001,10,445,audio | |
| ernie_m,"1,854",0.001,19,97,text | |
| clap,"2,840",0.001,6,473,text | |
| bridgetower,"3,067",0.001,5,613,text | |
| xlm-prophetnet,428,0.0,10,42,text | |
| vit_hybrid,0,0.0,0,0,vision | |
| vision-text-dual-encoder,921,0.0,27,34,text | |
| trajectory_transformer,231,0.0,16,14,text | |
| time_series_transformer,"1,307",0.0,4,326,text | |
| speech_to_text_2,0,0.0,0,0,text | |
| qdqbert,0,0.0,0,0,text | |
| nat,404,0.0,10,40,vision | |
| mgp-str,205,0.0,3,68,text | |
| maskformer-swin,0,0.0,0,0,vision | |
| jukebox,"1,664",0.0,6,277,text | |
| informer,276,0.0,1,276,text | |
| graphormer,336,0.0,2,168,text | |
| gptsan-japanese,740,0.0,3,246,text | |
| gpt-sw3,0,0.0,0,0,text | |
| efficientnet,"1,105",0.0,16,69,vision | |
| efficientformer,"1,245",0.0,9,138,vision | |
| dinat,379,0.0,13,29,vision | |
| deta,978,0.0,10,97,text | |
| decision_transformer,"1,181",0.0,48,24,text | |
| convnextv2,846,0.0,26,32,vision | |
| bit,"1,199",0.0,7,171,vision | |
| altclip,"1,723",0.0,4,430,vision | |
| align,"1,672",0.0,4,418,vision | |