| model_names,num_downloads,%_of_all_downloads,num_models,download_per_model,modality | |
| bert,"85,818,355",32.86,17340,4949,text | |
| xlm-roberta,"23,258,539",8.906,2476,9393,text | |
| gpt2,"22,644,772",8.671,9152,2474,text | |
| roberta,"18,739,772",7.176,6421,2918,text | |
| t5,"18,135,063",6.944,4840,3746,text | |
| distilbert,"16,577,578",6.348,5963,2780,text | |
| clip,"13,404,339",5.133,79,169675,vision | |
| bart,"8,817,376",3.376,2290,3850,text | |
| layoutlmv3,"5,512,919",2.111,146,37759,vision | |
| albert,"4,806,678",1.841,800,6008,text | |
| marian,"4,584,540",1.755,2004,2287,text | |
| m2m_100,"3,340,666",1.279,275,12147,text | |
| mpnet,"2,924,639",1.1199999999999999,464,6303,text | |
| wav2vec2,"2,624,616",1.005,4714,556,audio | |
| vit,"2,281,234",0.873,787,2898,vision | |
| electra,"2,159,345",0.827,1138,1897,text | |
| deberta-v2,"1,959,594",0.75,532,3683,text | |
| gptj,"1,947,674",0.746,200,9738,text | |
| camembert,"1,731,250",0.6629999999999999,551,3142,text | |
| layoutlm,"1,611,776",0.617,92,17519,vision | |
| deberta,"1,612,494",0.617,275,5863,text | |
| xlnet,"1,484,396",0.5680000000000001,189,7853,text | |
| vision-encoder-decoder,"1,478,923",0.5660000000000001,372,3975,vision | |
| longformer,"1,087,767",0.41700000000000004,207,5254,text | |
| mbart,"841,424",0.322,535,1572,text | |
| gpt_neo,"778,910",0.298,404,1927,text | |
| opt,"698,882",0.268,288,2426,text | |
| pegasus,"616,106",0.23600000000000002,465,1324,text | |
| dpr,"585,780",0.22399999999999998,93,6298,text | |
| convbert,"575,821",0.22,46,12517,text | |
| gpt_neox,"460,682",0.17600000000000002,108,4265,text | |
| fnet,"431,863",0.165,33,13086,text | |
| layoutlmv2,"401,860",0.154,120,3348,vision | |
| bloom,"363,837",0.13899999999999998,212,1716,text | |
| blenderbot,"319,436",0.122,32,9982,text | |
| beit,"254,228",0.097,101,2517,vision | |
| mt5,"251,998",0.096,1173,214,text | |
| detr,"251,589",0.096,64,3931,text | |
| maskformer,"232,271",0.089,31,7492,vision | |
| hubert,"211,090",0.08099999999999999,150,1407,audio | |
| whisper,"206,858",0.079,1497,138,audio | |
| big_bird,"201,505",0.077,172,1171,text | |
| segformer,"195,689",0.075,213,918,vision | |
| mobilebert,"181,896",0.06999999999999999,234,777,text | |
| codegen,"173,846",0.067,80,2173,text | |
| clipseg,"150,637",0.058,3,50212,vision | |
| bigbird_pegasus,"151,661",0.058,22,6893,text | |
| encoder-decoder,"148,452",0.056999999999999995,309,480,text | |
| longt5,"144,254",0.055,71,2031,text | |
| roformer,"140,991",0.054,28,5035,text | |
| funnel,"139,870",0.054,39,3586,text | |
| xlm,"134,422",0.051000000000000004,27,4978,text | |
| resnet,"129,815",0.05,97,1338,vision | |
| flaubert,"130,929",0.05,39,3357,text | |
| data2vec-text,"125,130",0.048,22,5687,text | |
| squeezebert,"123,711",0.047,20,6185,text | |
| owlvit,"123,200",0.047,7,17600,text | |
| ibert,"109,927",0.042,13,8455,text | |
| led,"107,381",0.041,93,1154,text | |
| swin,"97,994",0.038,218,449,vision | |
| lxmert,"95,543",0.037,13,7349,text | |
| fsmt,"95,535",0.037,30,3184,text | |
| wavlm,"76,228",0.029,85,896,audio | |
| deit,"76,198",0.029,15,5079,vision | |
| convnext,"76,270",0.029,103,740,vision | |
| yolos,"73,990",0.027999999999999997,20,3699,text | |
| mobilevit,"64,504",0.025,17,3794,vision | |
| xglm,"63,701",0.024,49,1300,text | |
| trocr,"63,707",0.024,15,4247,text | |
| tapas,"61,889",0.024,70,884,vision | |
| openai-gpt,"59,586",0.023,9,6620,text | |
| esm,"58,281",0.022000000000000002,74,787,text | |
| mobilenet_v2,"55,524",0.021,14,3966,vision | |
| data2vec-vision,"55,459",0.021,9,6162,vision | |
| poolformer,"48,739",0.019,7,6962,vision | |
| levit,"50,841",0.019,11,4621,vision | |
| mvp,"46,812",0.018000000000000002,22,2127,text | |
| mobilenet_v1,"46,690",0.018000000000000002,4,11672,vision | |
| ernie,"47,086",0.018000000000000002,46,1023,text | |
| table-transformer,"43,200",0.017,6,7200,text | |
| nystromformer,"43,946",0.017,20,2197,text | |
| rembert,"40,601",0.016,20,2030,text | |
| plbart,"42,144",0.016,65,648,text | |
| vit_mae,"38,477",0.015,8,4809,text | |
| vilt,"40,120",0.015,17,2360,vision | |
| luke,"38,727",0.015,54,717,text | |
| unispeech-sat,"34,663",0.013,76,456,audio | |
| switch_transformers,"30,035",0.012,21,1430,text | |
| perceiver,"30,535",0.012,30,1017,vision | |
| data2vec-audio,"31,918",0.012,24,1329,audio | |
| blenderbot-small,"32,356",0.012,12,2696,text | |
| prophetnet,"29,625",0.011000000000000001,19,1559,text | |
| pegasus_x,"27,852",0.011000000000000001,11,2532,text | |
| transfo-xl,"25,463",0.01,15,1697,text | |
| timesformer,"26,547",0.01,15,1769,text | |
| speech_to_text,"26,398",0.01,29,910,audio | |
| markuplm,"27,067",0.01,10,2706,text | |
| dpt,"25,904",0.01,8,3238,vision | |
| ctrl,"27,083",0.01,27,1003,text | |
| deformable_detr,"22,775",0.009000000000000001,7,3253,text | |
| swinv2,"20,012",0.008,28,714,vision | |
| reformer,"20,010",0.008,16,1250,text | |
| megatron-bert,"21,689",0.008,34,637,text | |
| wav2vec2-conformer,"19,223",0.006999999999999999,26,739,audio | |
| regnet,"18,057",0.006999999999999999,36,501,vision | |
| rag,"19,334",0.006999999999999999,16,1208,text | |
| nezha,"19,008",0.006999999999999999,12,1584,text | |
| canine,"18,083",0.006999999999999999,35,516,text | |
| audio-spectrogram-transformer,"18,105",0.006999999999999999,16,1131,audio | |
| xlm-roberta-xl,"15,828",0.006,16,989,text | |
| videomae,"16,247",0.006,46,353,text | |
| unispeech,"16,781",0.006,120,139,audio | |
| groupvit,"15,194",0.006,5,3038,text | |
| git,"16,970",0.006,23,737,text | |
| cvt,"14,387",0.006,13,1106,vision | |
| blip,"16,236",0.006,11,1476,vision | |
| biogpt,"14,678",0.006,4,3669,text | |
| splinter,"13,759",0.005,31,443,text | |
| speech-encoder-decoder,"12,124",0.005,177,68,audio | |
| sew-d,"13,584",0.005,23,590,audio | |
| sew,"13,490",0.005,15,899,audio | |
| lilt,"14,110",0.005,50,282,text | |
| glpn,"12,207",0.005,41,297,text | |
| yoso,"10,312",0.004,13,793,text | |
| xclip,"9,868",0.004,19,519,text | |
| vit_msn,"11,361",0.004,7,1623,vision | |
| bert-generation,"11,275",0.004,2,5637,text | |
| visual_bert,"8,668",0.003,15,577,text | |
| roc_bert,"8,881",0.003,13,683,text | |
| retribert,"7,659",0.003,2,3829,text | |
| mask2former,"7,726",0.003,30,257,text | |
| imagegpt,"7,430",0.003,8,928,vision | |
| gpt_neox_japanese,"6,776",0.003,3,2258,text | |
| van,"4,036",0.002,8,504,vision | |
| mctct,"4,070",0.002,8,508,audio | |
| flava,"5,845",0.002,4,1461,text | |
| conditional_detr,"4,848",0.002,3,1616,text | |
| vision-text-dual-encoder,"3,560",0.001,18,197,text | |
| swin2sr,"2,368",0.001,7,338,text | |
| speecht5,"2,350",0.001,3,783,audio | |
| realm,"1,495",0.001,10,149,text | |
| oneformer,"3,653",0.001,7,521,text | |
| donut-swin,"3,636",0.001,2,1818,text | |
| chinese_clip,"3,756",0.001,4,939,vision | |
| bridgetower,"3,564",0.001,5,712,text | |
| blip-2,"2,017",0.001,7,288,text | |
| xmod,0,0.0,9,0,text | |
| xlm-prophetnet,630,0.0,9,70,text | |
| vit_hybrid,0,0.0,0,0,vision | |
| upernet,433,0.0,9,48,vision | |
| trajectory_transformer,172,0.0,16,10,text | |
| time_series_transformer,962,0.0,4,240,text | |
| speech_to_text_2,0,0.0,0,0,text | |
| roberta-prelayernorm,935,0.0,10,93,text | |
| qdqbert,0,0.0,0,0,text | |
| nat,341,0.0,4,85,vision | |
| maskformer-swin,0,0.0,0,0,vision | |
| jukebox,602,0.0,6,100,text | |
| graphormer,93,0.0,2,46,text | |
| gpt-sw3,0,0.0,0,0,text | |
| efficientformer,25,0.0,3,8,vision | |
| dinat,309,0.0,7,44,vision | |
| deta,776,0.0,6,129,text | |
| decision_transformer,557,0.0,25,22,text | |
| bit,185,0.0,1,185,vision | |
| altclip,366,0.0,2,183,vision | |