| model_names,num_downloads,%_of_all_downloads,num_models,download_per_model,modality | |
| bert,"148,960,351",21.729000000000003,36804,4047,text | |
| roberta,"90,690,921",13.229,13361,6787,text | |
| wav2vec2,"82,772,984",12.074,7248,11420,audio | |
| distilbert,"56,942,240",8.306,13722,4149,text | |
| gpt2,"55,204,215",8.053,15643,3529,text | |
| clip,"47,002,182",6.856,286,164343,vision | |
| xlm-roberta,"18,078,842",2.637,6315,2862,text | |
| t5,"16,984,887",2.478,12489,1359,text | |
| llama,"12,691,425",1.851,14563,871,text | |
| vit,"12,138,042",1.771,3736,3248,vision | |
| resnet,"12,092,553",1.764,355,34063,vision | |
| bart,"10,565,632",1.541,4042,2613,text | |
| mpnet,"9,193,711",1.341,1375,6686,text | |
| deberta-v2,"8,796,850",1.283,1629,5400,text | |
| deberta,"7,528,503",1.098,497,15147,text | |
| marian,"7,235,939",1.056,3011,2403,text | |
| camembert,"6,606,592",0.964,1075,6145,text | |
| layoutlmv3,"6,153,169",0.898,655,9394,vision | |
| electra,"5,143,110",0.75,1615,3184,text | |
| albert,"4,659,198",0.6799999999999999,1032,4514,text | |
| encodec,"4,469,224",0.652,8,558653,text | |
| mistral,"4,433,578",0.647,2658,1668,text | |
| longformer,"3,746,181",0.5459999999999999,487,7692,text | |
| vision-encoder-decoder,"3,219,775",0.47000000000000003,1556,2069,vision | |
| whisper,"3,000,913",0.438,5833,514,audio | |
| esm,"2,421,656",0.35300000000000004,377,6423,text | |
| table-transformer,"2,344,897",0.34199999999999997,147,15951,text | |
| mt5,"2,131,978",0.311,2720,783,text | |
| blip,"2,116,001",0.309,157,13477,vision | |
| layoutlm,"1,823,229",0.266,212,8600,vision | |
| convbert,"1,802,845",0.263,60,30047,text | |
| opt,"1,794,520",0.262,1056,1699,text | |
| falcon,"1,789,955",0.261,247,7246,text | |
| fnet,"1,780,500",0.26,38,46855,text | |
| audio-spectrogram-transformer,"1,705,715",0.249,195,8747,audio | |
| bloom,"1,632,453",0.23800000000000002,718,2273,text | |
| layoutlmv2,"1,473,503",0.215,230,6406,vision | |
| dpt,"1,474,644",0.215,29,50849,vision | |
| mbart,"1,323,355",0.193,1582,836,text | |
| m2m_100,"1,209,949",0.17600000000000002,527,2295,text | |
| clipseg,"1,200,858",0.17500000000000002,4,300214,vision | |
| detr,"1,072,654",0.156,747,1435,text | |
| gpt_neox,"1,063,075",0.155,1563,680,text | |
| dinov2,"1,052,400",0.154,35,30068,vision | |
| hubert,"960,140",0.13999999999999999,695,1381,audio | |
| segformer,"898,803",0.131,655,1372,vision | |
| beit,"818,638",0.11900000000000001,458,1787,vision | |
| owlvit,"772,336",0.11299999999999999,9,85815,text | |
| trocr,"739,865",0.108,27,27402,text | |
| blip-2,"636,432",0.093,62,10265,vision | |
| yolos,"595,794",0.087,100,5957,text | |
| gpt_neo,"583,159",0.08499999999999999,1014,575,text | |
| git,"535,052",0.078,181,2956,vision | |
| fsmt,"520,894",0.076,34,15320,text | |
| speecht5,"496,409",0.07200000000000001,582,852,audio | |
| dpr,"469,735",0.06899999999999999,117,4014,text | |
| gptj,"412,773",0.06,540,764,text | |
| canine,"405,440",0.059000000000000004,144,2815,text | |
| pix2struct,"359,205",0.052,88,4081,vision | |
| xlnet,"318,591",0.046,313,1017,text | |
| mobilebert,"309,015",0.045,297,1040,text | |
| encoder-decoder,"300,555",0.044000000000000004,420,715,text | |
| mpt,"274,504",0.04,268,1024,text | |
| videomae,"247,735",0.036000000000000004,384,645,text | |
| longt5,"238,878",0.034999999999999996,231,1034,text | |
| mvp,"231,871",0.034,23,10081,text | |
| sam,"214,094",0.031,30,7136,text | |
| pegasus,"212,912",0.031,779,273,text | |
| mask2former,"201,710",0.029,66,3056,text | |
| swin,"186,463",0.027,684,272,vision | |
| led,"184,501",0.027,261,706,text | |
| blenderbot,"184,103",0.027,52,3540,text | |
| vit_mae,"179,094",0.026,26,6888,text | |
| luke,"175,585",0.026,72,2438,text | |
| wavlm,"151,426",0.022000000000000002,133,1138,audio | |
| codegen,"140,175",0.02,162,865,text | |
| gpt_bigcode,"132,659",0.019,268,494,text | |
| bark,"128,443",0.019,15,8562,text | |
| tapas,"119,294",0.017,79,1510,vision | |
| mobilenet_v1,"102,155",0.015,8,12769,vision | |
| vilt,"94,886",0.013999999999999999,55,1725,vision | |
| xclip,"90,692",0.013,20,4534,text | |
| openai-gpt,"92,364",0.013,38,2430,text | |
| maskformer,"84,153",0.012,70,1202,vision | |
| big_bird,"83,403",0.012,324,257,text | |
| biogpt,"78,434",0.011000000000000001,68,1153,text | |
| nougat,"68,618",0.01,9,7624,text | |
| xglm,"64,940",0.009000000000000001,139,467,text | |
| instructblip,"63,616",0.009000000000000001,19,3348,vision | |
| swin2sr,"55,310",0.008,13,4254,text | |
| rwkv,"54,017",0.008,102,529,text | |
| rag,"51,683",0.008,20,2584,text | |
| musicgen,"55,125",0.008,45,1225,text | |
| flaubert,"45,527",0.006999999999999999,83,548,text | |
| ernie,"51,004",0.006999999999999999,74,689,text | |
| bridgetower,"48,830",0.006999999999999999,9,5425,text | |
| bigbird_pegasus,"49,917",0.006999999999999999,38,1313,text | |
| xlm,"43,969",0.006,41,1072,text | |
| wav2vec2-conformer,"38,076",0.006,33,1153,audio | |
| oneformer,"39,345",0.006,12,3278,text | |
| mobilenet_v2,"43,045",0.006,46,935,vision | |
| idefics,"41,987",0.006,9,4665,text | |
| deit,"41,407",0.006,25,1656,vision | |
| data2vec-audio,"43,049",0.006,30,1434,audio | |
| upernet,"36,541",0.005,16,2283,vision | |
| unispeech-sat,"33,979",0.005,79,430,audio | |
| swinv2,"31,743",0.005,105,302,vision | |
| squeezebert,"32,009",0.005,31,1032,text | |
| funnel,"32,731",0.005,47,696,text | |
| convnextv2,"34,165",0.005,73,468,vision | |
| yoso,"26,349",0.004,14,1882,text | |
| vits,"29,705",0.004,1207,24,text | |
| timesformer,"27,613",0.004,33,836,text | |
| splinter,"26,366",0.004,31,850,text | |
| roberta-prelayernorm,"25,150",0.004,23,1093,text | |
| prophetnet,"27,893",0.004,26,1072,text | |
| pegasus_x,"25,292",0.004,47,538,text | |
| mega,"27,577",0.004,22,1253,text | |
| ibert,"28,762",0.004,19,1513,text | |
| ctrl,"26,298",0.004,29,906,text | |
| convnext,"24,837",0.004,202,122,vision | |
| blenderbot-small,"24,047",0.004,15,1603,text | |
| vitmatte,"19,549",0.003,6,3258,text | |
| visual_bert,"17,348",0.003,15,1156,text | |
| unispeech,"19,287",0.003,119,162,audio | |
| switch_transformers,"20,719",0.003,39,531,text | |
| sew-d,"19,442",0.003,22,883,audio | |
| sew,"19,909",0.003,15,1327,audio | |
| roc_bert,"21,867",0.003,13,1682,text | |
| rembert,"17,954",0.003,20,897,text | |
| plbart,"23,143",0.003,89,260,text | |
| nystromformer,"20,779",0.003,22,944,text | |
| nezha,"22,618",0.003,12,1884,text | |
| mobilevit,"19,334",0.003,57,339,vision | |
| megatron-bert,"20,070",0.003,50,401,text | |
| lilt,"21,942",0.003,134,163,text | |
| clap,"23,381",0.003,18,1298,text | |
| chinese_clip,"18,458",0.003,8,2307,vision | |
| align,"17,456",0.003,3,5818,vision | |
| vivit,"10,351",0.002,10,1035,text | |
| transfo-xl,"11,465",0.002,16,716,text | |
| speech_to_text,"15,538",0.002,36,431,audio | |
| perceiver,"10,942",0.002,30,364,vision | |
| markuplm,"10,437",0.002,19,549,text | |
| glpn,"11,831",0.002,59,200,text | |
| efficientnet,"16,659",0.002,25,666,vision | |
| cpmant,"12,802",0.002,1,12802,text | |
| bros,"12,690",0.002,4,3172,text | |
| xmod,"9,611",0.001,101,95,text | |
| xlm-roberta-xl,"8,792",0.001,22,399,text | |
| reformer,"8,331",0.001,17,490,text | |
| persimmon,"8,191",0.001,4,2047,text | |
| mra,"9,740",0.001,2,4870,text | |
| mobilevitv2,"6,035",0.001,25,241,vision | |
| mgp-str,"6,623",0.001,4,1655,text | |
| lxmert,"7,782",0.001,12,648,text | |
| gpt_neox_japanese,"5,672",0.001,4,1418,text | |
| flava,"9,815",0.001,24,408,text | |
| deformable_detr,"5,189",0.001,23,225,text | |
| data2vec-vision,"3,747",0.001,8,468,vision | |
| cvt,"7,895",0.001,18,438,vision | |
| bert-generation,"7,854",0.001,2,3927,text | |
| autoformer,"3,720",0.001,7,531,text | |
| xlm-prophetnet,"1,543",0.0,11,140,text | |
| vitdet,0,0.0,0,0,vision | |
| vit_msn,"1,227",0.0,8,153,vision | |
| vit_hybrid,0,0.0,0,0,vision | |
| vision-text-dual-encoder,"1,909",0.0,59,32,text | |
| van,989,0.0,9,109,vision | |
| umt5,648,0.0,15,43,text | |
| tvlt,"1,551",0.0,4,387,text | |
| trajectory_transformer,248,0.0,16,15,text | |
| timm_backbone,0,0.0,0,0,vision | |
| time_series_transformer,"2,559",0.0,16,159,text | |
| swiftformer,"1,166",0.0,5,233,vision | |
| speech_to_text_2,0,0.0,0,0,text | |
| speech-encoder-decoder,"2,740",0.0,205,13,audio | |
| roformer,"1,269",0.0,165,7,text | |
| retribert,526,0.0,2,263,text | |
| regnet,"2,552",0.0,41,62,vision | |
| realm,"3,003",0.0,10,300,text | |
| qdqbert,0,0.0,0,0,text | |
| pvt,"1,718",0.0,9,190,vision | |
| pop2piano,0,0.0,0,0,audio | |
| poolformer,"2,115",0.0,7,302,vision | |
| open-llama,73,0.0,3,24,text | |
| nllb-moe,571,0.0,3,190,text | |
| nat,605,0.0,7,86,vision | |
| mctct,462,0.0,8,57,audio | |
| maskformer-swin,0,0.0,0,0,vision | |
| levit,"1,955",0.0,10,195,vision | |
| jukebox,"1,827",0.0,6,304,text | |
| informer,"1,239",0.0,3,413,text | |
| imagegpt,"3,169",0.0,7,452,vision | |
| groupvit,"1,948",0.0,4,487,text | |
| graphormer,"1,489",0.0,9,165,text | |
| gptsan-japanese,"1,505",0.0,2,752,text | |
| gpt-sw3,0,0.0,0,0,text | |
| focalnet,"1,670",0.0,14,119,vision | |
| ernie_m,390,0.0,18,21,text | |
| efficientformer,99,0.0,12,8,vision | |
| donut-swin,3,0.0,5,0,text | |
| dinat,682,0.0,10,68,vision | |
| deta,"2,959",0.0,37,79,text | |
| decision_transformer,"1,334",0.0,385,3,text | |
| data2vec-text,"1,771",0.0,21,84,text | |
| conditional_detr,"2,904",0.0,18,161,text | |
| code_llama,0,0.0,0,0,text | |
| bit,"2,756",0.0,10,275,vision | |
| altclip,"2,965",0.0,4,741,vision | |