| model_names,num_downloads,%_of_all_downloads,num_models,download_per_model,modality | |
| bert,"147,994,301",28.33,24822,5962,text | |
| wav2vec2,"65,466,661",12.531999999999998,5858,11175,audio | |
| roberta,"50,209,252",9.612,9315,5390,text | |
| xlm-roberta,"48,315,466",9.249,4310,11210,text | |
| distilbert,"30,010,249",5.745,9842,3049,text | |
| clip,"23,679,200",4.533,173,136873,vision | |
| gpt2,"19,764,805",3.784,12551,1574,text | |
| t5,"13,851,001",2.651,8721,1588,text | |
| bart,"10,354,924",1.982,3201,3234,text | |
| deberta-v2,"7,469,198",1.43,863,8654,text | |
| albert,"7,446,173",1.425,1054,7064,text | |
| clipseg,"7,323,060",1.402,5,1464612,vision | |
| layoutlmv3,"6,660,420",1.275,378,17620,vision | |
| vit,"6,592,553",1.262,1724,3823,vision | |
| deberta,"6,321,985",1.21,427,14805,text | |
| marian,"6,011,174",1.151,2536,2370,text | |
| electra,"4,427,243",0.848,1360,3255,text | |
| mpnet,"4,321,819",0.827,1043,4143,text | |
| llama,"4,284,102",0.8200000000000001,2102,2038,text | |
| resnet,"3,992,839",0.764,207,19289,vision | |
| camembert,"3,869,164",0.741,839,4611,text | |
| hubert,"3,820,008",0.731,276,13840,audio | |
| layoutlm,"3,801,369",0.728,161,23610,vision | |
| longformer,"2,641,677",0.506,312,8466,text | |
| bloom,"2,303,832",0.441,516,4464,text | |
| vision-encoder-decoder,"2,126,508",0.407,866,2455,vision | |
| opt,"2,027,603",0.388,509,3983,text | |
| gpt_neox,"1,517,983",0.291,964,1574,text | |
| gptj,"1,353,339",0.259,461,2935,text | |
| convbert,"1,305,525",0.25,64,20398,text | |
| mbart,"1,284,873",0.246,1282,1002,text | |
| gpt_neo,"1,134,783",0.217,824,1377,text | |
| yolos,"1,013,428",0.194,45,22520,text | |
| fnet,"991,729",0.19,45,22038,text | |
| blip,"992,746",0.19,65,15273,vision | |
| beit,"904,980",0.173,188,4813,vision | |
| m2m_100,"822,611",0.157,391,2103,text | |
| pegasus,"756,366",0.145,610,1239,text | |
| wavlm,"751,828",0.14400000000000002,119,6317,audio | |
| blenderbot,"754,494",0.14400000000000002,47,16053,text | |
| detr,"721,793",0.13799999999999998,290,2488,text | |
| whisper,"690,359",0.132,2989,230,audio | |
| mt5,"603,886",0.116,2141,282,text | |
| codegen,"595,515",0.11399999999999999,131,4545,text | |
| trocr,"556,976",0.107,22,25317,text | |
| perceiver,"462,375",0.089,37,12496,vision | |
| mobilebert,"450,565",0.086,257,1753,text | |
| segformer,"437,441",0.084,415,1054,vision | |
| flaubert,"404,902",0.078,72,5623,text | |
| xlm,"341,692",0.065,34,10049,text | |
| esm,"341,522",0.065,211,1618,text | |
| roformer,"329,214",0.063,35,9406,text | |
| longt5,"327,372",0.063,174,1881,text | |
| layoutlmv2,"315,485",0.06,163,1935,vision | |
| xlnet,"261,576",0.05,248,1054,text | |
| deit,"240,587",0.046,25,9623,vision | |
| speech_to_text,"233,103",0.045,33,7063,audio | |
| blip-2,"219,379",0.042,39,5625,vision | |
| vit_mae,"206,712",0.04,16,12919,text | |
| squeezebert,"210,756",0.04,32,6586,text | |
| data2vec-text,"199,211",0.038,29,6869,text | |
| audio-spectrogram-transformer,"200,779",0.038,121,1659,audio | |
| ibert,"189,093",0.036000000000000004,24,7878,text | |
| table-transformer,"175,195",0.034,19,9220,text | |
| luke,"178,445",0.034,58,3076,text | |
| swin,"169,558",0.032,456,371,vision | |
| vilt,"161,085",0.031,28,5753,vision | |
| openai-gpt,"160,817",0.031,17,9459,text | |
| dpr,"160,571",0.031,107,1500,text | |
| fsmt,"151,959",0.029,36,4221,text | |
| data2vec-audio,"150,195",0.029,35,4291,audio | |
| nystromformer,"145,148",0.027999999999999997,29,5005,text | |
| dpt,"142,260",0.027,11,12932,vision | |
| vit_msn,"125,014",0.024,10,12501,vision | |
| owlvit,"127,925",0.024,9,14213,text | |
| mobilenet_v2,"125,229",0.024,23,5444,vision | |
| markuplm,"125,215",0.024,22,5691,text | |
| git,"123,693",0.024,85,1455,text | |
| convnext,"120,527",0.023,156,772,vision | |
| unispeech-sat,"115,463",0.022000000000000002,85,1358,audio | |
| mobilenet_v1,"115,868",0.022000000000000002,10,11586,vision | |
| poolformer,"108,264",0.021,10,10826,vision | |
| mobilevit,"110,939",0.021,41,2705,vision | |
| levit,"108,568",0.021,15,7237,vision | |
| data2vec-vision,"105,023",0.02,12,8751,vision | |
| sew,"99,957",0.019,18,5553,audio | |
| wav2vec2-conformer,"94,126",0.018000000000000002,35,2689,audio | |
| unispeech,"81,370",0.016,124,656,audio | |
| sew-d,"78,770",0.015,25,3150,audio | |
| tapas,"70,871",0.013999999999999999,82,864,vision | |
| mask2former,"71,481",0.013999999999999999,63,1134,text | |
| bigbird_pegasus,"72,938",0.013999999999999999,42,1736,text | |
| xglm,"69,519",0.013,127,547,text | |
| led,"65,901",0.013,238,276,text | |
| convnextv2,"68,135",0.013,37,1841,vision | |
| switch_transformers,"61,665",0.012,27,2283,text | |
| big_bird,"63,032",0.012,248,254,text | |
| speecht5,"57,922",0.011000000000000001,189,306,audio | |
| prophetnet,"56,016",0.011000000000000001,28,2000,text | |
| glpn,"55,344",0.011000000000000001,58,954,text | |
| ernie,"56,021",0.011000000000000001,69,811,text | |
| plbart,"52,524",0.01,83,632,text | |
| pix2struct,"54,180",0.01,43,1260,text | |
| blenderbot-small,"46,358",0.009000000000000001,19,2439,text | |
| videomae,"42,883",0.008,175,245,text | |
| upernet,"40,324",0.008,12,3360,vision | |
| splinter,"40,243",0.008,34,1183,text | |
| biogpt,"41,952",0.008,49,856,text | |
| timesformer,"29,625",0.006,23,1288,text | |
| oneformer,"31,919",0.006,11,2901,text | |
| mvp,"32,879",0.006,28,1174,text | |
| imagegpt,"29,190",0.006,11,2653,vision | |
| encoder-decoder,"28,890",0.006,378,76,text | |
| rembert,"26,094",0.005,28,931,text | |
| regnet,"25,525",0.005,40,638,vision | |
| pegasus_x,"27,023",0.005,40,675,text | |
| lilt,"28,359",0.005,94,301,text | |
| rag,"22,031",0.004,16,1376,text | |
| cvt,"19,180",0.004,17,1128,vision | |
| ctrl,"21,603",0.004,32,675,text | |
| chinese_clip,"23,104",0.004,8,2888,vision | |
| bert-generation,"18,899",0.004,2,9449,text | |
| xmod,"13,506",0.003,26,519,text | |
| xclip,"16,084",0.003,20,804,text | |
| visual_bert,"15,956",0.003,18,886,text | |
| transfo-xl,"14,278",0.003,19,751,text | |
| swinv2,"17,021",0.003,55,309,vision | |
| roc_bert,"18,251",0.003,21,869,text | |
| reformer,"15,459",0.003,20,772,text | |
| megatron-bert,"13,210",0.003,54,244,text | |
| maskformer,"14,582",0.003,61,239,vision | |
| groupvit,"15,089",0.003,6,2514,text | |
| funnel,"17,319",0.003,48,360,text | |
| donut-swin,"17,227",0.003,3,5742,text | |
| deformable_detr,"13,945",0.003,12,1162,text | |
| clap,"13,495",0.003,8,1686,text | |
| canine,"14,943",0.003,137,109,text | |
| yoso,"8,491",0.002,20,424,text | |
| xlm-roberta-xl,"8,273",0.002,24,344,text | |
| speech-encoder-decoder,"9,991",0.002,181,55,audio | |
| lxmert,"11,058",0.002,16,691,text | |
| gpt_neox_japanese,"8,431",0.002,6,1405,text | |
| bridgetower,"12,267",0.002,7,1752,text | |
| align,"12,165",0.002,4,3041,vision | |
| swin2sr,"2,693",0.001,9,299,text | |
| roberta-prelayernorm,"5,714",0.001,25,228,text | |
| nezha,"3,357",0.001,20,167,text | |
| mgp-str,"6,608",0.001,3,2202,text | |
| flava,"5,523",0.001,6,920,text | |
| ernie_m,"4,636",0.001,22,210,text | |
| efficientnet,"3,468",0.001,20,173,vision | |
| conditional_detr,"4,355",0.001,13,335,text | |
| xlm-prophetnet,"2,180",0.0,11,198,text | |
| vit_hybrid,0,0.0,0,0,vision | |
| vision-text-dual-encoder,"1,496",0.0,31,48,text | |
| van,"1,239",0.0,11,112,vision | |
| tvlt,924,0.0,6,154,text | |
| trajectory_transformer,513,0.0,16,32,text | |
| time_series_transformer,"1,015",0.0,7,145,text | |
| speech_to_text_2,0,0.0,0,0,text | |
| retribert,"1,406",0.0,2,703,text | |
| realm,"1,255",0.0,10,125,text | |
| qdqbert,0,0.0,0,0,text | |
| nat,877,0.0,10,87,vision | |
| mctct,"1,509",0.0,10,150,audio | |
| maskformer-swin,0,0.0,0,0,vision | |
| jukebox,949,0.0,6,158,text | |
| informer,504,0.0,3,168,text | |
| graphormer,"1,536",0.0,4,384,text | |
| gptsan-japanese,"1,070",0.0,3,356,text | |
| gpt-sw3,0,0.0,0,0,text | |
| efficientformer,"2,057",0.0,14,146,vision | |
| dinat,"1,048",0.0,13,80,vision | |
| deta,"1,649",0.0,13,126,text | |
| decision_transformer,992,0.0,53,18,text | |
| bit,"1,278",0.0,7,182,vision | |
| altclip,980,0.0,5,196,vision | |