| model_names,num_downloads,%_of_all_downloads,num_models,download_per_model,modality |
| bert,"105,915,604",20.199,28681,3692,text |
| wav2vec2,"72,822,885",13.888,6633,10978,audio |
| roberta,"46,620,781",8.891,10891,4280,text |
| llama,"31,912,775",6.085999999999999,8545,3734,text |
| clip,"30,572,426",5.83,195,156781,vision |
| distilbert,"29,388,546",5.605,11629,2527,text |
| gpt2,"28,741,158",5.481,14202,2023,text |
| t5,"23,882,872",4.555,10603,2252,text |
| xlm-roberta,"20,757,548",3.959,5235,3965,text |
| deberta-v2,"13,489,340",2.573,1172,11509,text |
| mpnet,"9,761,260",1.862,1230,7935,text |
| bart,"8,911,268",1.699,3626,2457,text |
| deberta,"8,157,961",1.5559999999999998,458,17812,text |
| vit,"6,703,961",1.278,2531,2648,vision |
| albert,"6,511,633",1.242,1137,5727,text |
| camembert,"5,859,301",1.117,927,6320,text |
| electra,"4,912,214",0.9369999999999999,1516,3240,text |
| layoutlmv3,"4,681,020",0.893,554,8449,vision |
| marian,"4,402,180",0.84,2869,1534,text |
| vision-encoder-decoder,"3,942,833",0.752,1202,3280,vision |
| bloom,"3,318,221",0.633,625,5309,text |
| opt,"3,262,758",0.622,704,4634,text |
| resnet,"2,844,556",0.542,271,10496,vision |
| longformer,"2,674,793",0.51,359,7450,text |
| dpt,"2,440,614",0.46499999999999997,16,152538,vision |
| gpt_neox,"2,405,241",0.459,1266,1899,text |
| convbert,"1,743,606",0.333,64,27243,text |
| layoutlmv2,"1,638,227",0.312,176,9308,vision |
| hubert,"1,536,755",0.293,553,2778,audio |
| fnet,"1,448,869",0.27599999999999997,45,32197,text |
| blip,"1,388,607",0.265,97,14315,vision |
| wavlm,"1,240,721",0.23700000000000002,127,9769,audio |
| layoutlm,"1,227,270",0.234,189,6493,vision |
| falcon,"1,169,193",0.22300000000000003,103,11351,text |
| trocr,"1,119,192",0.213,23,48660,text |
| gptj,"1,073,965",0.20500000000000002,517,2077,text |
| whisper,"1,071,132",0.20400000000000001,4469,239,audio |
| beit,"1,005,409",0.192,221,4549,vision |
| gpt_neo,"1,002,104",0.191,962,1041,text |
| m2m_100,"946,000",0.18,437,2164,text |
| owlvit,"911,547",0.174,11,82867,text |
| mt5,"906,395",0.173,2361,383,text |
| clipseg,"856,549",0.163,5,171309,vision |
| blenderbot,"846,148",0.161,53,15965,text |
| detr,"784,970",0.15,455,1725,text |
| mbart,"703,059",0.134,1473,477,text |
| gpt_bigcode,"667,184",0.127,231,2888,text |
| ernie,"579,835",0.11100000000000002,74,7835,text |
| pegasus,"577,376",0.11,675,855,text |
| dpr,"519,798",0.099,111,4682,text |
| mpt,"501,614",0.096,235,2134,text |
| segformer,"497,219",0.095,529,939,vision |
| codegen,"467,155",0.089,149,3135,text |
| megatron-bert,"458,123",0.087,57,8037,text |
| encodec,"453,607",0.087,9,50400,text |
| mobilebert,"426,385",0.08099999999999999,275,1550,text |
| yolos,"420,786",0.08,94,4476,text |
| table-transformer,"394,746",0.075,31,12733,text |
| longt5,"361,515",0.06899999999999999,207,1746,text |
| pix2struct,"349,214",0.067,66,5291,vision |
| swin,"348,673",0.066,559,623,vision |
| xlm,"338,752",0.065,44,7698,text |
| musicgen,"333,565",0.064,27,12354,text |
| esm,"324,420",0.062,311,1043,text |
| flaubert,"315,702",0.06,75,4209,text |
| roformer,"310,490",0.059000000000000004,42,7392,text |
| blip-2,"296,486",0.056999999999999995,54,5490,vision |
| xlnet,"286,227",0.055,278,1029,text |
| glpn,"278,982",0.053,59,4728,text |
| fsmt,"263,135",0.05,36,7309,text |
| vit_mae,"243,039",0.046,22,11047,text |
| videomae,"226,420",0.043,294,770,text |
| deta,"212,953",0.041,37,5755,text |
| squeezebert,"208,127",0.04,37,5625,text |
| data2vec-text,"196,917",0.038,29,6790,text |
| ibert,"194,080",0.037,26,7464,text |
| speech_to_text,"188,985",0.036000000000000004,33,5726,audio |
| convnextv2,"180,921",0.034999999999999996,50,3618,vision |
| sam,"169,534",0.032,25,6781,text |
| data2vec-audio,"169,775",0.032,38,4467,audio |
| audio-spectrogram-transformer,"167,423",0.032,159,1052,audio |
| deit,"161,774",0.031,29,5578,vision |
| nystromformer,"155,272",0.03,26,5972,text |
| biogpt,"150,116",0.029,52,2886,text |
| encoder-decoder,"142,819",0.027,406,351,text |
| tapas,"137,063",0.026,83,1651,vision |
| mobilenet_v2,"135,970",0.026,42,3237,vision |
| unispeech-sat,"132,676",0.025,86,1542,audio |
| mobilevit,"123,570",0.024,47,2629,vision |
| mobilenet_v1,"124,570",0.024,10,12457,vision |
| convnext,"126,856",0.024,168,755,vision |
| poolformer,"118,464",0.023,9,13162,vision |
| vilt,"117,979",0.022000000000000002,42,2809,vision |
| levit,"115,230",0.022000000000000002,14,8230,vision |
| instructblip,"113,115",0.022000000000000002,17,6653,vision |
| data2vec-vision,"115,805",0.022000000000000002,12,9650,vision |
| canine,"114,276",0.022000000000000002,140,816,text |
| bark,"111,851",0.021,13,8603,text |
| led,"107,410",0.02,249,431,text |
| dinov2,"102,367",0.02,11,9306,vision |
| wav2vec2-conformer,"100,712",0.019,40,2517,audio |
| xglm,"95,875",0.018000000000000002,135,710,text |
| git,"96,182",0.018000000000000002,137,702,vision |
| unispeech,"88,293",0.017,124,712,audio |
| efficientnet,"88,877",0.017,22,4039,vision |
| sew-d,"84,621",0.016,25,3384,audio |
| sew,"84,580",0.016,18,4698,audio |
| luke,"83,033",0.016,59,1407,text |
| speecht5,"79,043",0.015,490,161,audio |
| decision_transformer,"77,174",0.015,1088,70,text |
| mask2former,"70,790",0.013999999999999999,64,1106,text |
| bridgetower,"64,398",0.012,8,8049,text |
| prophetnet,"57,524",0.011000000000000001,30,1917,text |
| bigbird_pegasus,"57,012",0.011000000000000001,44,1295,text |
| oneformer,"52,190",0.01,12,4349,text |
| maskformer,"52,644",0.01,66,797,vision |
| markuplm,"53,202",0.01,22,2418,text |
| cvt,"51,682",0.01,19,2720,vision |
| xclip,"48,748",0.009000000000000001,20,2437,text |
| switch_transformers,"46,581",0.009000000000000001,28,1663,text |
| openai-gpt,"48,115",0.009000000000000001,39,1233,text |
| lilt,"44,748",0.009000000000000001,118,379,text |
| blenderbot-small,"45,089",0.009000000000000001,20,2254,text |
| big_bird,"49,257",0.009000000000000001,308,159,text |
| rwkv,"41,727",0.008,84,496,text |
| plbart,"40,573",0.008,90,450,text |
| perceiver,"38,383",0.006999999999999999,37,1037,vision |
| pegasus_x,"37,114",0.006999999999999999,48,773,text |
| mvp,"36,345",0.006999999999999999,28,1298,text |
| imagegpt,"35,204",0.006999999999999999,11,3200,vision |
| idefics,"36,130",0.006999999999999999,9,4014,text |
| clap,"36,535",0.006999999999999999,13,2810,text |
| upernet,"32,111",0.006,16,2006,vision |
| splinter,"33,600",0.006,34,988,text |
| regnet,"33,822",0.006,40,845,vision |
| rag,"32,465",0.006,17,1909,text |
| ctrl,"29,738",0.006,33,901,text |
| visual_bert,"21,471",0.004,18,1192,text |
| timesformer,"21,465",0.004,27,795,text |
| swinv2,"21,883",0.004,86,254,vision |
| rembert,"22,414",0.004,28,800,text |
| donut-swin,"22,243",0.004,3,7414,text |
| align,"19,876",0.004,4,4969,vision |
| vits,"15,271",0.003,1160,13,text |
| vit_msn,"15,736",0.003,10,1573,vision |
| transfo-xl,"18,067",0.003,21,860,text |
| roc_bert,"17,824",0.003,21,848,text |
| groupvit,"13,156",0.003,6,2192,text |
| funnel,"13,390",0.003,55,243,text |
| chinese_clip,"15,663",0.003,9,1740,vision |
| xmod,"10,958",0.002,108,101,text |
| swin2sr,"11,251",0.002,10,1125,text |
| speech-encoder-decoder,"8,824",0.002,205,43,audio |
| nezha,"7,885",0.002,20,394,text |
| mra,"9,096",0.002,8,1137,text |
| mega,"8,285",0.002,29,285,text |
| lxmert,"8,218",0.002,16,513,text |
| deformable_detr,"11,884",0.002,18,660,text |
| cpmant,"10,901",0.002,1,10901,text |
| bert-generation,"12,182",0.002,2,6091,text |
| yoso,"6,210",0.001,19,326,text |
| xlm-roberta-xl,"6,137",0.001,27,227,text |
| vivit,"6,410",0.001,6,1068,text |
| umt5,"2,823",0.001,14,201,text |
| roberta-prelayernorm,"3,753",0.001,27,139,text |
| reformer,"7,713",0.001,20,385,text |
| pvt,"3,121",0.001,11,283,vision |
| mobilevitv2,"7,422",0.001,13,570,vision |
| mgp-str,"4,413",0.001,4,1103,text |
| gpt_neox_japanese,"5,816",0.001,6,969,text |
| flava,"6,079",0.001,18,337,text |
| conditional_detr,"3,234",0.001,15,215,text |
| altclip,"3,757",0.001,5,751,vision |
| xlm-prophetnet,"1,086",0.0,11,98,text |
| vitdet,0,0.0,0,0,vision |
| vit_hybrid,0,0.0,0,0,vision |
| vision-text-dual-encoder,"1,266",0.0,54,23,text |
| van,324,0.0,11,29,vision |
| tvlt,"1,804",0.0,6,300,text |
| trajectory_transformer,83,0.0,16,5,text |
| timm_backbone,0,0.0,0,0,vision |
| time_series_transformer,"1,666",0.0,16,104,text |
| swiftformer,"1,378",0.0,7,196,vision |
| speech_to_text_2,0,0.0,0,0,text |
| retribert,724,0.0,2,362,text |
| realm,"2,226",0.0,10,222,text |
| qdqbert,0,0.0,0,0,text |
| pop2piano,0,0.0,0,0,audio |
| open-llama,17,0.0,3,5,text |
| nllb-moe,"2,050",0.0,4,512,text |
| nat,658,0.0,10,65,vision |
| mctct,161,0.0,10,16,audio |
| maskformer-swin,0,0.0,0,0,vision |
| jukebox,"1,307",0.0,6,217,text |
| informer,"1,434",0.0,3,478,text |
| graphormer,"1,340",0.0,8,167,text |
| gptsan-japanese,"1,354",0.0,3,451,text |
| gpt-sw3,0,0.0,0,0,text |
| focalnet,"1,341",0.0,18,74,vision |
| ernie_m,"1,139",0.0,22,51,text |
| efficientformer,"1,221",0.0,14,87,vision |
| dinat,573,0.0,13,44,vision |
| code_llama,0,0.0,0,0,text |
| bit,"1,956",0.0,8,244,vision |
| autoformer,"2,192",0.0,7,313,text |
|
|
