| model_names,num_downloads,%_of_all_downloads,num_models,download_per_model,modality | |
| bert,"146,013,942",22.009,36441,4006,text | |
| wav2vec2,"81,141,744",12.231,7202,11266,audio | |
| roberta,"72,721,053",10.961,13253,5487,text | |
| distilbert,"56,079,191",8.453,13441,4172,text | |
| gpt2,"50,957,542",7.681,15533,3280,text | |
| clip,"47,637,332",7.180000000000001,280,170133,vision | |
| t5,"18,816,191",2.836,12252,1535,text | |
| xlm-roberta,"16,973,293",2.558,6262,2710,text | |
| llama,"15,365,512",2.316,9999,1536,text | |
| bart,"13,197,368",1.989,3988,3309,text | |
| vit,"12,377,972",1.8659999999999999,3557,3479,vision | |
| resnet,"9,605,682",1.448,351,27366,vision | |
| mpnet,"9,557,273",1.4409999999999998,1347,7095,text | |
| deberta-v2,"8,497,213",1.281,1571,5408,text | |
| falcon,"8,343,716",1.258,227,36756,text | |
| deberta,"7,655,092",1.154,494,15496,text | |
| marian,"6,840,951",1.031,2997,2282,text | |
| camembert,"6,222,868",0.938,1065,5843,text | |
| layoutlmv3,"5,730,899",0.864,634,9039,vision | |
| electra,"5,245,655",0.791,1611,3256,text | |
| albert,"3,854,914",0.581,1018,3786,text | |
| mistral,"3,692,329",0.557,2324,1588,text | |
| longformer,"3,606,829",0.544,476,7577,text | |
| vision-encoder-decoder,"3,413,385",0.515,1510,2260,vision | |
| whisper,"3,151,644",0.475,5628,559,audio | |
| esm,"2,511,615",0.379,364,6900,text | |
| dpt,"2,353,799",0.35500000000000004,26,90530,vision | |
| table-transformer,"2,243,600",0.338,147,15262,text | |
| blip,"2,124,122",0.32,149,14255,vision | |
| audio-spectrogram-transformer,"1,917,026",0.28900000000000003,195,9830,audio | |
| opt,"1,786,275",0.269,1041,1715,text | |
| convbert,"1,770,210",0.267,57,31056,text | |
| fnet,"1,747,204",0.263,38,45979,text | |
| layoutlm,"1,739,539",0.262,210,8283,vision | |
| bloom,"1,674,877",0.252,696,2406,text | |
| mt5,"1,654,567",0.249,2686,615,text | |
| mbart,"1,546,371",0.233,1579,979,text | |
| layoutlmv2,"1,385,371",0.209,227,6102,vision | |
| gpt_neox,"1,290,046",0.194,1498,861,text | |
| hubert,"1,137,576",0.17099999999999999,676,1682,audio | |
| clipseg,"1,102,975",0.166,4,275743,vision | |
| dinov2,"1,091,878",0.165,27,40439,vision | |
| m2m_100,"1,060,742",0.16,497,2134,text | |
| detr,"1,026,311",0.155,737,1392,text | |
| segformer,"900,893",0.136,643,1401,vision | |
| trocr,"840,373",0.127,27,31124,text | |
| owlvit,"834,363",0.126,9,92707,text | |
| beit,"833,186",0.126,442,1885,vision | |
| encodec,"713,341",0.108,8,89167,text | |
| blip-2,"629,128",0.095,59,10663,vision | |
| yolos,"616,119",0.093,95,6485,text | |
| gpt_neo,"547,555",0.083,1000,547,text | |
| fsmt,"520,879",0.079,34,15319,text | |
| gptj,"476,551",0.07200000000000001,539,884,text | |
| git,"445,290",0.067,176,2530,vision | |
| speecht5,"437,008",0.066,581,752,audio | |
| dpr,"403,991",0.061,117,3452,text | |
| pix2struct,"355,535",0.054,89,3994,vision | |
| xlnet,"310,737",0.047,312,995,text | |
| mpt,"314,126",0.047,264,1189,text | |
| longt5,"293,920",0.044000000000000004,229,1283,text | |
| blenderbot,"288,965",0.044000000000000004,52,5557,text | |
| canine,"283,977",0.043,144,1972,text | |
| videomae,"251,153",0.038,376,667,text | |
| encoder-decoder,"237,779",0.036000000000000004,416,571,text | |
| vit_mae,"225,035",0.034,26,8655,text | |
| sam,"218,298",0.033,32,6821,text | |
| pegasus,"214,753",0.032,772,278,text | |
| luke,"197,889",0.03,72,2748,text | |
| swin,"185,786",0.027999999999999997,676,274,vision | |
| led,"178,930",0.027,260,688,text | |
| mask2former,"170,361",0.026,66,2581,text | |
| bark,"166,369",0.025,15,11091,text | |
| wavlm,"161,454",0.024,133,1213,audio | |
| gpt_bigcode,"151,606",0.023,261,580,text | |
| codegen,"151,169",0.023,160,944,text | |
| mobilebert,"140,626",0.021,294,478,text | |
| maskformer,"140,294",0.021,69,2033,vision | |
| tapas,"118,571",0.018000000000000002,79,1500,vision | |
| vilt,"92,087",0.013999999999999999,53,1737,vision | |
| mobilenet_v1,"94,816",0.013999999999999999,8,11852,vision | |
| xglm,"86,949",0.013,136,639,text | |
| xclip,"76,767",0.012,20,3838,text | |
| rwkv,"77,540",0.012,102,760,text | |
| instructblip,"77,659",0.012,18,4314,vision | |
| biogpt,"70,673",0.011000000000000001,47,1503,text | |
| big_bird,"64,391",0.01,322,199,text | |
| glpn,"60,118",0.009000000000000001,59,1018,text | |
| swin2sr,"53,588",0.008,13,4122,text | |
| rag,"53,567",0.008,20,2678,text | |
| nougat,"56,040",0.008,9,6226,text | |
| musicgen,"52,945",0.008,45,1176,text | |
| data2vec-audio,"51,106",0.008,30,1703,audio | |
| convnextv2,"50,723",0.008,73,694,vision | |
| bigbird_pegasus,"52,470",0.008,38,1380,text | |
| flaubert,"43,249",0.006999999999999999,83,521,text | |
| ernie,"49,370",0.006999999999999999,74,667,text | |
| bridgetower,"46,485",0.006999999999999999,9,5165,text | |
| oneformer,"40,068",0.006,12,3339,text | |
| mvp,"40,936",0.006,23,1779,text | |
| idefics,"42,647",0.006,9,4738,text | |
| xlm,"35,618",0.005,41,868,text | |
| upernet,"35,675",0.005,16,2229,vision | |
| unispeech-sat,"31,558",0.005,79,399,audio | |
| swinv2,"30,237",0.005,98,308,vision | |
| squeezebert,"32,339",0.005,31,1043,text | |
| openai-gpt,"32,377",0.005,38,852,text | |
| mobilenet_v2,"35,468",0.005,46,771,vision | |
| funnel,"33,231",0.005,47,707,text | |
| deit,"34,139",0.005,24,1422,vision | |
| clap,"35,543",0.005,16,2221,text | |
| yoso,"27,342",0.004,14,1953,text | |
| wav2vec2-conformer,"28,551",0.004,33,865,audio | |
| vits,"28,671",0.004,1206,23,text | |
| timesformer,"27,364",0.004,33,829,text | |
| switch_transformers,"24,023",0.004,39,615,text | |
| splinter,"26,458",0.004,31,853,text | |
| roberta-prelayernorm,"24,223",0.004,23,1053,text | |
| prophetnet,"27,944",0.004,26,1074,text | |
| plbart,"25,596",0.004,89,287,text | |
| pegasus_x,"26,772",0.004,47,569,text | |
| nezha,"23,405",0.004,12,1950,text | |
| mega,"28,699",0.004,22,1304,text | |
| ibert,"29,467",0.004,19,1550,text | |
| ctrl,"26,226",0.004,29,904,text | |
| convnext,"25,372",0.004,199,127,vision | |
| blenderbot-small,"26,594",0.004,15,1772,text | |
| visual_bert,"17,623",0.003,15,1174,text | |
| unispeech,"19,072",0.003,119,160,audio | |
| sew-d,"19,268",0.003,22,875,audio | |
| sew,"19,709",0.003,15,1313,audio | |
| roc_bert,"22,640",0.003,13,1741,text | |
| rembert,"18,146",0.003,20,907,text | |
| nystromformer,"20,911",0.003,22,950,text | |
| mobilevit,"19,427",0.003,56,346,vision | |
| megatron-bert,"21,108",0.003,50,422,text | |
| lilt,"21,768",0.003,133,163,text | |
| align,"21,746",0.003,3,7248,vision | |
| vitmatte,"12,503",0.002,5,2500,text | |
| transfo-xl,"12,531",0.002,16,783,text | |
| speech_to_text,"16,341",0.002,36,453,audio | |
| persimmon,"10,881",0.002,3,3627,text | |
| flava,"10,999",0.002,24,458,text | |
| efficientnet,"14,564",0.002,25,582,vision | |
| cvt,"11,937",0.002,18,663,vision | |
| cpmant,"12,640",0.002,1,12640,text | |
| chinese_clip,"11,942",0.002,8,1492,vision | |
| bros,"13,489",0.002,4,3372,text | |
| xmod,"8,881",0.001,101,87,text | |
| xlm-roberta-xl,"8,614",0.001,22,391,text | |
| vivit,"9,429",0.001,8,1178,text | |
| reformer,"8,190",0.001,17,481,text | |
| perceiver,"9,311",0.001,30,310,vision | |
| mra,"9,781",0.001,2,4890,text | |
| mobilevitv2,"5,267",0.001,25,210,vision | |
| mgp-str,"6,418",0.001,4,1604,text | |
| markuplm,"9,916",0.001,19,521,text | |
| lxmert,"8,064",0.001,12,672,text | |
| imagegpt,"4,522",0.001,7,646,vision | |
| gpt_neox_japanese,"5,800",0.001,4,1450,text | |
| deformable_detr,"5,242",0.001,22,238,text | |
| data2vec-vision,"3,512",0.001,8,439,vision | |
| bert-generation,"7,104",0.001,2,3552,text | |
| autoformer,"3,599",0.001,7,514,text | |
| xlm-prophetnet,"1,551",0.0,11,141,text | |
| vitdet,0,0.0,0,0,vision | |
| vit_msn,"1,186",0.0,8,148,vision | |
| vit_hybrid,0,0.0,0,0,vision | |
| vision-text-dual-encoder,"1,559",0.0,59,26,text | |
| van,"1,036",0.0,9,115,vision | |
| umt5,636,0.0,15,42,text | |
| tvlt,"1,618",0.0,4,404,text | |
| trajectory_transformer,242,0.0,16,15,text | |
| timm_backbone,0,0.0,0,0,vision | |
| time_series_transformer,"2,291",0.0,16,143,text | |
| swiftformer,"1,728",0.0,5,345,vision | |
| speech_to_text_2,0,0.0,0,0,text | |
| speech-encoder-decoder,"2,754",0.0,205,13,audio | |
| roformer,"1,804",0.0,165,10,text | |
| retribert,505,0.0,2,252,text | |
| regnet,"2,263",0.0,41,55,vision | |
| realm,"3,019",0.0,10,301,text | |
| qdqbert,0,0.0,0,0,text | |
| pvt,"1,659",0.0,9,184,vision | |
| pop2piano,0,0.0,0,0,audio | |
| poolformer,"2,266",0.0,7,323,vision | |
| open-llama,65,0.0,3,21,text | |
| nllb-moe,498,0.0,3,166,text | |
| nat,602,0.0,7,86,vision | |
| mctct,275,0.0,8,34,audio | |
| maskformer-swin,0,0.0,0,0,vision | |
| levit,"2,467",0.0,10,246,vision | |
| jukebox,"1,881",0.0,6,313,text | |
| informer,"1,461",0.0,3,487,text | |
| groupvit,"2,525",0.0,4,631,text | |
| graphormer,"1,324",0.0,9,147,text | |
| gptsan-japanese,"1,510",0.0,2,755,text | |
| gpt-sw3,0,0.0,0,0,text | |
| focalnet,"1,462",0.0,14,104,vision | |
| ernie_m,646,0.0,18,35,text | |
| efficientformer,141,0.0,12,11,vision | |
| donut-swin,3,0.0,5,0,text | |
| dinat,737,0.0,10,73,vision | |
| deta,"2,304",0.0,37,62,text | |
| decision_transformer,"1,240",0.0,1089,1,text | |
| data2vec-text,"1,588",0.0,21,75,text | |
| conditional_detr,"3,286",0.0,18,182,text | |
| code_llama,0,0.0,0,0,text | |
| bit,"2,562",0.0,10,256,vision | |
| altclip,"2,729",0.0,4,682,vision | |