| model_names,num_downloads,%_of_all_downloads,num_models,download_per_model,modality | |
| bert,"85,458,774",29.849999999999998,14875,5745.13,text | |
| distilbert,"28,305,907",9.887,4741,5970.45,text | |
| xlm-roberta,"25,973,078",9.072,2060,12608.29,text | |
| roberta,"25,488,819",8.903,5803,4392.35,text | |
| gpt2,"20,098,679",7.02,8303,2420.65,text | |
| t5,"17,113,940",5.978,4267,4010.77,text | |
| bart,"16,296,375",5.692,2015,8087.53,text | |
| clip,"14,337,060",5.008,71,201930.42,vision | |
| camembert,"7,634,002",2.666,466,16381.98,text | |
| albert,"4,143,035",1.447,698,5935.58,text | |
| wav2vec2,"3,612,018",1.262,4434,814.62,audio | |
| marian,"3,025,005",1.057,1924,1572.25,text | |
| vit,"2,639,827",0.922,628,4203.55,vision | |
| beit,"2,460,512",0.859,50,49210.24,vision | |
| mbart,"2,370,605",0.828,390,6078.47,text | |
| electra,"2,073,508",0.724,957,2166.68,text | |
| mpnet,"1,793,408",0.626,348,5153.47,text | |
| gpt_neo,"1,759,975",0.615,342,5146.13,text | |
| vision-encoder-decoder,"1,721,051",0.601,290,5934.66,vision | |
| hubert,"1,709,589",0.597,139,12299.2,audio | |
| longt5,"1,558,466",0.544,62,25136.55,text | |
| layoutlmv2,"1,379,327",0.482,105,13136.45,text | |
| gptj,"1,300,005",0.45399999999999996,158,8227.88,text | |
| xlnet,"1,260,048",0.44,181,6961.59,text | |
| layoutlmv3,"1,218,415",0.426,98,12432.81,text | |
| deberta,"1,044,990",0.365,242,4318.14,text | |
| mt5,"1,033,839",0.361,988,1046.4,text | |
| deberta-v2,"931,799",0.325,436,2137.15,text | |
| m2m_100,"669,693",0.234,252,2657.51,text | |
| pegasus,"630,124",0.22,392,1607.46,text | |
| layoutlm,"571,478",0.2,69,8282.29,text | |
| longformer,"548,721",0.192,180,3048.45,text | |
| opt,"485,022",0.169,231,2099.66,text | |
| segformer,"407,450",0.14200000000000002,184,2214.4,vision | |
| detr,"367,544",0.128,41,8964.49,text | |
| dpr,"320,478",0.11199999999999999,83,3861.18,text | |
| encoder-decoder,"304,721",0.106,284,1072.96,text | |
| convbert,"288,858",0.101,45,6419.07,text | |
| blenderbot,"255,347",0.089,29,8805.07,text | |
| convnext,"237,942",0.083,92,2586.33,vision | |
| fnet,"234,981",0.082,33,7120.64,text | |
| bloom,"220,729",0.077,187,1180.37,text | |
| whisper,"191,017",0.067,1113,171.62,audio | |
| swin,"183,410",0.064,155,1183.29,vision | |
| maskformer,"166,701",0.058,31,5377.45,vision | |
| wavlm,"152,881",0.053,80,1911.01,audio | |
| gpt_neox,"120,188",0.042,46,2612.78,text | |
| resnet,"112,545",0.039,77,1461.62,vision | |
| codegen,"103,117",0.036000000000000004,49,2104.43,text | |
| big_bird,"97,923",0.034,91,1076.08,text | |
| led,"93,274",0.033,85,1097.34,text | |
| bigbird_pegasus,"94,087",0.033,19,4951.95,text | |
| fsmt,"91,026",0.032,24,3792.75,text | |
| yolos,"89,112",0.031,17,5241.88,text | |
| regnet,"78,643",0.027,36,2184.53,vision | |
| funnel,"77,925",0.027,39,1998.08,text | |
| vilt,"64,703",0.023,18,3594.61,text | |
| mobilebert,"62,896",0.022000000000000002,53,1186.72,text | |
| ernie,"62,019",0.022000000000000002,27,2297.0,text | |
| clipseg,"56,237",0.02,3,18745.67,text | |
| tapas,"54,732",0.019,61,897.25,text | |
| table-transformer,"49,166",0.017,6,8194.33,text | |
| openai-gpt,"47,792",0.017,9,5310.22,text | |
| flaubert,"49,784",0.017,43,1157.77,text | |
| blenderbot-small,"49,179",0.017,11,4470.82,text | |
| xlm,"39,272",0.013999999999999999,27,1454.52,text | |
| glpn,"39,075",0.013999999999999999,30,1302.5,text | |
| xglm,"34,946",0.012,27,1294.3,text | |
| vit_mae,"34,370",0.012,7,4910.0,text | |
| trocr,"34,304",0.012,15,2286.93,text | |
| squeezebert,"35,483",0.012,20,1774.15,text | |
| rag,"29,092",0.01,16,1818.25,text | |
| owlvit,"25,228",0.009000000000000001,7,3604.0,text | |
| data2vec-text,"26,051",0.009000000000000001,22,1184.14,text | |
| videomae,"23,999",0.008,23,1043.43,text | |
| plbart,"23,155",0.008,62,373.47,text | |
| luke,"23,024",0.008,43,535.44,text | |
| ctrl,"23,099",0.008,27,855.52,text | |
| transfo-xl,"19,998",0.006999999999999999,15,1333.2,text | |
| ibert,"20,709",0.006999999999999999,13,1593.0,text | |
| esm,"19,947",0.006999999999999999,62,321.73,text | |
| canine,"20,496",0.006999999999999999,35,585.6,text | |
| speech_to_text,"16,331",0.006,29,563.14,audio | |
| perceiver,"18,287",0.006,30,609.57,vision | |
| mobilevit,"17,413",0.006,16,1088.31,vision | |
| roformer,"14,027",0.005,28,500.96,text | |
| reformer,"13,034",0.005,16,814.62,text | |
| lxmert,"14,351",0.005,13,1103.92,text | |
| deit,"15,697",0.005,14,1121.21,vision | |
| data2vec-vision,"13,350",0.005,9,1483.33,vision | |
| unispeech-sat,"12,515",0.004,75,166.87,audio | |
| swinv2,"10,291",0.004,20,514.55,vision | |
| splinter,"11,622",0.004,31,374.9,text | |
| speech-encoder-decoder,"10,426",0.004,177,58.9,audio | |
| retribert,"11,731",0.004,2,5865.5,text | |
| rembert,"12,849",0.004,18,713.83,text | |
| levit,"12,816",0.004,11,1165.09,vision | |
| cvt,"10,179",0.004,12,848.25,vision | |
| visual_bert,"8,876",0.003,15,591.73,text | |
| prophetnet,"7,644",0.003,18,424.67,text | |
| mvp,"8,804",0.003,21,419.24,text | |
| mobilenet_v2,"9,353",0.003,14,668.07,vision | |
| markuplm,"8,939",0.003,10,893.9,text | |
| lilt,"7,418",0.003,26,285.31,text | |
| groupvit,"9,870",0.003,5,1974.0,text | |
| flava,"7,646",0.003,4,1911.5,text | |
| dpt,"8,381",0.003,8,1047.62,vision | |
| bert-generation,"7,566",0.003,2,3783.0,text | |
| xclip,"6,236",0.002,19,328.21,text | |
| wav2vec2-conformer,"6,091",0.002,26,234.27,audio | |
| vit_msn,"6,346",0.002,7,906.57,vision | |
| unispeech,"4,581",0.002,120,38.17,audio | |
| mobilenet_v1,"7,110",0.002,4,1777.5,vision | |
| gpt_neox_japanese,"5,547",0.002,3,1849.0,text | |
| deformable_detr,"5,820",0.002,7,831.43,text | |
| data2vec-audio,"7,155",0.002,24,298.12,audio | |
| chinese_clip,"6,814",0.002,4,1703.5,text | |
| audio-spectrogram-transformer,"4,603",0.002,13,354.08,audio | |
| xlm-roberta-xl,"2,805",0.001,16,175.31,text | |
| switch_transformers,"4,059",0.001,15,270.6,text | |
| pegasus_x,"2,170",0.001,9,241.11,text | |
| nezha,"2,457",0.001,12,204.75,text | |
| megatron-bert,"4,155",0.001,31,134.03,text | |
| imagegpt,"3,695",0.001,8,461.88,vision | |
| yoso,709,0.0,13,54.54,text | |
| xlm-prophetnet,556,0.0,9,61.78,text | |
| vision-text-dual-encoder,254,0.0,16,15.88,text | |
| van,584,0.0,8,73.0,vision | |
| trajectory_transformer,268,0.0,16,16.75,text | |
| time_series_transformer,955,0.0,3,318.33,text | |
| speech_to_text_2,0,0.0,0,0.0,text | |
| sew-d,759,0.0,22,34.5,audio | |
| sew,710,0.0,15,47.33,audio | |
| roc_bert,853,0.0,13,65.62,text | |
| realm,"1,202",0.0,10,120.2,text | |
| qdqbert,0,0.0,0,0.0,text | |
| poolformer,"1,285",0.0,7,183.57,vision | |
| nystromformer,803,0.0,18,44.61,text | |
| nat,277,0.0,4,69.25,vision | |
| mctct,630,0.0,8,78.75,audio | |
| maskformer-swin,0,0.0,0,0.0,text | |
| jukebox,713,0.0,6,118.83,text | |
| donut-swin,130,0.0,2,65.0,text | |
| dinat,294,0.0,7,42.0,vision | |
| decision_transformer,987,0.0,23,42.91,text | |
| conditional_detr,797,0.0,3,265.67,text | |