| model_names,num_downloads,%_of_all_downloads,num_models,download_per_model,modality | |
| bert,"149,540,444",27.590999999999998,24403,6127,text | |
| wav2vec2,"73,077,918",13.483,5832,12530,audio | |
| xlm-roberta,"49,849,420",9.198,4208,11846,text | |
| roberta,"48,790,748",9.002,8991,5426,text | |
| distilbert,"34,247,265",6.319,9540,3589,text | |
| clip,"25,668,904",4.736,172,149237,vision | |
| gpt2,"22,055,855",4.069,12234,1802,text | |
| t5,"14,979,949",2.7640000000000002,8579,1746,text | |
| bart,"10,484,406",1.934,3148,3330,text | |
| clipseg,"7,736,774",1.427,5,1547354,vision | |
| layoutlmv3,"7,400,958",1.366,361,20501,vision | |
| albert,"7,288,604",1.345,1049,6948,text | |
| deberta,"6,695,759",1.2349999999999999,424,15791,text | |
| marian,"6,176,968",1.1400000000000001,2521,2450,text | |
| vit,"6,122,862",1.13,1600,3826,vision | |
| electra,"4,852,976",0.895,1361,3565,text | |
| hubert,"4,648,852",0.8580000000000001,259,17949,audio | |
| resnet,"4,421,139",0.8160000000000001,203,21779,vision | |
| mpnet,"4,215,465",0.7779999999999999,1027,4104,text | |
| layoutlm,"4,005,877",0.739,158,25353,vision | |
| camembert,"3,972,661",0.733,769,5166,text | |
| deberta-v2,"3,730,271",0.688,824,4527,text | |
| llama,"3,408,855",0.629,1950,1748,text | |
| bloom,"2,539,948",0.469,494,5141,text | |
| longformer,"2,333,547",0.43099999999999994,303,7701,text | |
| vision-encoder-decoder,"2,291,073",0.42300000000000004,833,2750,vision | |
| opt,"2,098,714",0.387,491,4274,text | |
| gpt_neox,"1,536,288",0.28300000000000003,912,1684,text | |
| convbert,"1,426,394",0.263,64,22287,text | |
| mbart,"1,392,575",0.257,1274,1093,text | |
| gptj,"1,386,057",0.256,450,3080,text | |
| yolos,"1,281,953",0.23700000000000002,42,30522,text | |
| vit_mae,"1,154,127",0.213,15,76941,text | |
| fnet,"1,106,060",0.20400000000000001,45,24579,text | |
| gpt_neo,"1,092,527",0.202,772,1415,text | |
| blip,"1,055,707",0.19499999999999998,66,15995,vision | |
| beit,"973,937",0.18,182,5351,vision | |
| pegasus,"932,952",0.172,609,1531,text | |
| m2m_100,"880,586",0.16199999999999998,382,2305,text | |
| wavlm,"812,590",0.15,119,6828,audio | |
| blenderbot,"784,505",0.145,47,16691,text | |
| whisper,"742,388",0.13699999999999998,2903,255,audio | |
| trocr,"633,991",0.117,21,30190,text | |
| mt5,"635,391",0.117,2121,299,text | |
| detr,"556,235",0.10300000000000001,282,1972,text | |
| codegen,"538,194",0.099,131,4108,text | |
| mobilebert,"475,126",0.08800000000000001,256,1855,text | |
| perceiver,"461,039",0.08499999999999999,36,12806,vision | |
| segformer,"446,698",0.082,406,1100,vision | |
| flaubert,"403,087",0.074,72,5598,text | |
| xlm,"357,933",0.066,34,10527,text | |
| roformer,"340,284",0.063,35,9722,text | |
| longt5,"334,890",0.062,175,1913,text | |
| layoutlmv2,"318,896",0.059000000000000004,163,1956,vision | |
| xlnet,"271,868",0.05,240,1132,text | |
| speech_to_text,"250,187",0.046,33,7581,audio | |
| deit,"235,082",0.043,24,9795,vision | |
| squeezebert,"220,974",0.041,32,6905,text | |
| data2vec-text,"211,184",0.039,29,7282,text | |
| blip-2,"211,531",0.039,37,5717,vision | |
| ibert,"198,735",0.037,22,9033,text | |
| esm,"200,518",0.037,208,964,text | |
| swin,"176,269",0.033,453,389,vision | |
| luke,"180,476",0.033,58,3111,text | |
| dpr,"171,363",0.032,107,1601,text | |
| dpt,"167,654",0.031,11,15241,vision | |
| fsmt,"163,567",0.03,36,4543,text | |
| data2vec-audio,"162,774",0.03,34,4787,audio | |
| table-transformer,"158,303",0.029,19,8331,text | |
| vilt,"147,565",0.027,28,5270,vision | |
| nystromformer,"147,677",0.027,29,5092,text | |
| markuplm,"148,676",0.027,22,6758,text | |
| audio-spectrogram-transformer,"148,715",0.027,107,1389,audio | |
| openai-gpt,"133,007",0.025,17,7823,text | |
| owlvit,"127,529",0.024,9,14169,text | |
| convnext,"132,352",0.024,154,859,vision | |
| unispeech-sat,"125,729",0.023,85,1479,audio | |
| mobilenet_v2,"122,603",0.023,23,5330,vision | |
| vit_msn,"112,610",0.021,10,11261,vision | |
| mobilevit,"112,479",0.021,41,2743,vision | |
| mobilenet_v1,"113,979",0.021,10,11397,vision | |
| levit,"113,470",0.021,15,7564,vision | |
| poolformer,"110,243",0.02,10,11024,vision | |
| data2vec-vision,"110,642",0.02,12,9220,vision | |
| xglm,"104,163",0.019,131,795,text | |
| git,"103,895",0.019,87,1194,text | |
| wav2vec2-conformer,"99,356",0.018000000000000002,35,2838,audio | |
| tapas,"91,834",0.017,82,1119,vision | |
| mask2former,"92,069",0.017,63,1461,text | |
| unispeech,"87,859",0.016,124,708,audio | |
| sew-d,"85,237",0.016,25,3409,audio | |
| sew,"85,047",0.016,18,4724,audio | |
| led,"84,441",0.016,232,363,text | |
| bigbird_pegasus,"83,463",0.015,42,1987,text | |
| big_bird,"68,808",0.013,202,340,text | |
| ernie,"62,628",0.012,68,921,text | |
| speecht5,"62,168",0.011000000000000001,140,444,audio | |
| prophetnet,"58,670",0.011000000000000001,28,2095,text | |
| glpn,"58,888",0.011000000000000001,58,1015,text | |
| pix2struct,"55,304",0.01,43,1286,text | |
| plbart,"50,319",0.009000000000000001,82,613,text | |
| encoder-decoder,"50,745",0.009000000000000001,366,138,text | |
| splinter,"44,688",0.008,34,1314,text | |
| rag,"42,525",0.008,16,2657,text | |
| blenderbot-small,"45,006",0.008,19,2368,text | |
| biogpt,"41,321",0.008,44,939,text | |
| upernet,"35,860",0.006999999999999999,11,3260,vision | |
| videomae,"32,883",0.006,168,195,text | |
| timesformer,"34,239",0.006,23,1488,text | |
| rembert,"30,182",0.006,28,1077,text | |
| oneformer,"32,467",0.006,11,2951,text | |
| mvp,"30,770",0.006,28,1098,text | |
| imagegpt,"30,932",0.006,11,2812,vision | |
| switch_transformers,"24,435",0.005,27,905,text | |
| regnet,"26,433",0.005,40,660,vision | |
| lilt,"27,348",0.005,95,287,text | |
| ctrl,"25,251",0.005,32,789,text | |
| canine,"28,746",0.005,137,209,text | |
| xclip,"23,984",0.004,20,1199,text | |
| roc_bert,"21,015",0.004,21,1000,text | |
| pegasus_x,"24,357",0.004,37,658,text | |
| funnel,"19,917",0.004,48,414,text | |
| bert-generation,"19,324",0.004,2,9662,text | |
| xmod,"15,755",0.003,26,605,text | |
| visual_bert,"16,087",0.003,18,893,text | |
| transfo-xl,"17,779",0.003,19,935,text | |
| swinv2,"17,736",0.003,49,361,vision | |
| reformer,"17,183",0.003,20,859,text | |
| maskformer,"17,509",0.003,60,291,vision | |
| groupvit,"16,496",0.003,6,2749,text | |
| donut-swin,"17,916",0.003,3,5972,text | |
| deformable_detr,"17,115",0.003,11,1555,text | |
| cvt,"16,562",0.003,17,974,vision | |
| clap,"14,407",0.003,8,1800,text | |
| chinese_clip,"18,291",0.003,8,2286,vision | |
| bridgetower,"14,024",0.003,7,2003,text | |
| align,"14,303",0.003,4,3575,vision | |
| yoso,"9,527",0.002,20,476,text | |
| xlm-roberta-xl,"8,801",0.002,24,366,text | |
| speech-encoder-decoder,"11,906",0.002,181,65,audio | |
| megatron-bert,"12,433",0.002,54,230,text | |
| lxmert,"11,801",0.002,16,737,text | |
| gpt_neox_japanese,"10,159",0.002,6,1693,text | |
| conditional_detr,"9,241",0.002,13,710,text | |
| xlm-prophetnet,"3,272",0.001,11,297,text | |
| swin2sr,"3,326",0.001,9,369,text | |
| roberta-prelayernorm,"6,529",0.001,25,261,text | |
| nezha,"3,493",0.001,20,174,text | |
| mgp-str,"8,071",0.001,3,2690,text | |
| flava,"5,506",0.001,6,917,text | |
| ernie_m,"4,750",0.001,22,215,text | |
| efficientnet,"3,756",0.001,20,187,vision | |
| convnextv2,"6,584",0.001,34,193,vision | |
| vit_hybrid,0,0.0,0,0,vision | |
| vision-text-dual-encoder,"1,665",0.0,31,53,text | |
| van,"1,396",0.0,11,126,vision | |
| tvlt,"1,046",0.0,6,174,text | |
| trajectory_transformer,557,0.0,16,34,text | |
| time_series_transformer,"1,140",0.0,7,162,text | |
| speech_to_text_2,0,0.0,0,0,text | |
| retribert,"1,343",0.0,2,671,text | |
| realm,"1,622",0.0,10,162,text | |
| qdqbert,0,0.0,0,0,text | |
| nat,868,0.0,10,86,vision | |
| mctct,"1,661",0.0,10,166,audio | |
| maskformer-swin,0,0.0,0,0,vision | |
| jukebox,"1,237",0.0,6,206,text | |
| informer,603,0.0,3,201,text | |
| graphormer,"1,372",0.0,4,343,text | |
| gptsan-japanese,"1,226",0.0,3,408,text | |
| gpt-sw3,0,0.0,0,0,text | |
| efficientformer,"2,215",0.0,14,158,vision | |
| dinat,986,0.0,13,75,vision | |
| deta,"1,729",0.0,13,133,text | |
| decision_transformer,"1,084",0.0,57,19,text | |
| bit,"1,290",0.0,7,184,vision | |
| altclip,"1,061",0.0,5,212,vision | |