| model_names,num_downloads,%_of_all_downloads,num_models,download_per_model,modality | |
| bert,"149,683,308",18.614,40431,3702,text | |
| roberta,"111,010,043",13.805,14781,7510,text | |
| wav2vec2,"101,760,985",12.655,7771,13094,audio | |
| clip,"93,218,624",11.591999999999999,370,251942,vision | |
| distilbert,"60,198,162",7.486,16261,3701,text | |
| marian,"29,711,006",3.695,3271,9083,text | |
| gpt2,"28,000,353",3.4819999999999998,18174,1540,text | |
| xlm-roberta,"21,838,357",2.716,7617,2867,text | |
| llama,"20,353,774",2.5309999999999997,22152,918,text | |
| t5,"19,641,640",2.443,14264,1377,text | |
| vit,"17,176,188",2.136,4917,3493,vision | |
| layoutlmv3,"14,397,605",1.79,799,18019,vision | |
| mpnet,"11,294,492",1.405,1544,7315,text | |
| bart,"9,744,447",1.212,4443,2193,text | |
| deberta-v2,"8,804,193",1.095,2023,4352,text | |
| deberta,"7,953,865",0.989,528,15064,text | |
| albert,"7,951,818",0.989,1059,7508,text | |
| mistral,"7,877,133",0.98,8113,970,text | |
| camembert,"7,465,618",0.928,1258,5934,text | |
| electra,"4,893,589",0.609,1725,2836,text | |
| longformer,"4,604,400",0.573,481,9572,text | |
| whisper,"3,832,896",0.477,6976,549,audio | |
| opt,"3,787,334",0.471,1517,2496,text | |
| vision-encoder-decoder,"3,531,145",0.439,1936,1823,vision | |
| owlvit,"3,425,671",0.426,11,311424,text | |
| layoutlmv2,"2,760,392",0.34299999999999997,263,10495,vision | |
| blip,"2,542,065",0.316,185,13740,vision | |
| vits,"2,488,234",0.309,1275,1951,text | |
| falcon,"2,154,643",0.268,370,5823,text | |
| layoutlm,"2,147,710",0.267,249,8625,vision | |
| clipseg,"2,116,886",0.263,8,264610,vision | |
| beit,"2,088,411",0.26,938,2226,vision | |
| bloom,"2,021,245",0.251,852,2372,text | |
| gpt_neox,"1,958,157",0.244,1841,1063,text | |
| convbert,"1,929,351",0.24,62,31118,text | |
| fnet,"1,913,838",0.23800000000000002,38,50364,text | |
| table-transformer,"1,850,998",0.22999999999999998,179,10340,text | |
| m2m_100,"1,651,934",0.20500000000000002,596,2771,text | |
| wavlm,"1,523,166",0.189,128,11899,audio | |
| encodec,"1,468,374",0.183,8,183546,text | |
| esm,"1,355,355",0.169,769,1762,text | |
| sam,"1,235,409",0.154,42,29414,text | |
| hubert,"1,222,582",0.152,776,1575,audio | |
| mt5,"1,071,663",0.133,2975,360,text | |
| detr,"979,355",0.122,853,1148,text | |
| trocr,"895,491",0.11100000000000002,28,31981,text | |
| resnet,"875,167",0.109,443,1975,vision | |
| segformer,"701,285",0.087,829,845,vision | |
| gpt_neo,"672,852",0.084,1042,645,text | |
| bark,"505,940",0.063,17,29761,text | |
| longt5,"494,959",0.062,256,1933,text | |
| gptj,"490,989",0.061,549,894,text | |
| speecht5,"455,099",0.056999999999999995,712,639,audio | |
| dpt,"456,488",0.056999999999999995,29,15740,vision | |
| xlnet,"431,584",0.054,339,1273,text | |
| dinov2,"397,215",0.049,62,6406,vision | |
| yolos,"349,359",0.043,120,2911,text | |
| mbart,"336,553",0.042,1723,195,text | |
| mask2former,"329,063",0.041,70,4700,text | |
| musicgen,"324,124",0.04,59,5493,text | |
| git,"318,200",0.04,212,1500,vision | |
| blip-2,"322,734",0.04,83,3888,vision | |
| pegasus,"311,307",0.039,814,382,text | |
| swinv2,"302,860",0.038,116,2610,vision | |
| mobilebert,"302,003",0.038,315,958,text | |
| swin,"295,428",0.037,812,363,vision | |
| encoder-decoder,"272,157",0.034,451,603,text | |
| videomae,"254,742",0.032,483,527,text | |
| mpt,"258,856",0.032,285,908,text | |
| vilt,"235,258",0.029,63,3734,vision | |
| bit,"237,082",0.029,10,23708,vision | |
| vit_mae,"220,810",0.027,28,7886,text | |
| pix2struct,"214,042",0.027,125,1712,vision | |
| openai-gpt,"196,476",0.024,38,5170,text | |
| dpr,"184,769",0.023,121,1527,text | |
| luke,"173,535",0.022000000000000002,87,1994,text | |
| blenderbot,"174,720",0.022000000000000002,62,2818,text | |
| convnext,"171,857",0.021,222,774,vision | |
| instructblip,"144,118",0.018000000000000002,20,7205,vision | |
| xglm,"139,541",0.017,152,918,text | |
| upernet,"138,607",0.017,17,8153,vision | |
| fsmt,"139,417",0.017,34,4100,text | |
| codegen,"139,278",0.017,206,676,text | |
| tapas,"129,049",0.016,80,1613,vision | |
| unispeech-sat,"114,652",0.013999999999999999,79,1451,audio | |
| swin2sr,"110,565",0.013999999999999999,14,7897,text | |
| mobilenet_v2,"108,616",0.013999999999999999,59,1840,vision | |
| flaubert,"111,279",0.013999999999999999,89,1250,text | |
| biogpt,"109,325",0.013999999999999999,77,1419,text | |
| gpt_bigcode,"104,016",0.013,343,303,text | |
| audio-spectrogram-transformer,"108,267",0.013,226,479,audio | |
| mobilevit,"97,331",0.012,62,1569,vision | |
| led,"88,010",0.011000000000000001,276,318,text | |
| nougat,"79,931",0.01,11,7266,text | |
| canine,"80,032",0.01,161,497,text | |
| xclip,"70,617",0.009000000000000001,26,2716,text | |
| rwkv,"64,636",0.008,115,562,text | |
| mobilenet_v1,"57,310",0.006999999999999999,9,6367,vision | |
| maskformer,"51,671",0.006,73,707,vision | |
| clap,"45,109",0.006,18,2506,text | |
| rag,"42,607",0.005,34,1253,text | |
| perceiver,"37,592",0.005,30,1253,vision | |
| oneformer,"40,138",0.005,12,3344,text | |
| efficientnet,"36,667",0.005,30,1222,vision | |
| prophetnet,"29,940",0.004,27,1108,text | |
| deit,"31,080",0.004,59,526,vision | |
| deformable_detr,"28,432",0.004,25,1137,text | |
| bros,"33,595",0.004,4,8398,text | |
| bridgetower,"36,028",0.004,9,4003,text | |
| bigbird_pegasus,"32,524",0.004,38,855,text | |
| wav2vec2-conformer,"20,324",0.003,38,534,audio | |
| vitmatte,"25,890",0.003,9,2876,text | |
| timesformer,"21,709",0.003,35,620,text | |
| switch_transformers,"24,235",0.003,41,591,text | |
| sew-d,"26,599",0.003,22,1209,audio | |
| plbart,"23,822",0.003,139,171,text | |
| pegasus_x,"20,684",0.003,57,362,text | |
| mvp,"20,904",0.003,24,871,text | |
| idefics,"24,554",0.003,12,2046,text | |
| ernie,"28,039",0.003,79,354,text | |
| convnextv2,"24,838",0.003,84,295,vision | |
| blenderbot-small,"25,151",0.003,16,1571,text | |
| big_bird,"24,303",0.003,329,73,text | |
| align,"22,452",0.003,3,7484,vision | |
| xlm-roberta-xl,"17,062",0.002,21,812,text | |
| xlm,"16,091",0.002,41,392,text | |
| transfo-xl,"16,920",0.002,16,1057,text | |
| speech_to_text,"15,116",0.002,36,419,audio | |
| roformer,"14,241",0.002,174,81,text | |
| megatron-bert,"14,848",0.002,65,228,text | |
| lilt,"17,970",0.002,154,116,text | |
| glpn,"13,668",0.002,22,621,text | |
| ctrl,"19,841",0.002,29,684,text | |
| autoformer,"17,578",0.002,7,2511,text | |
| xmod,"8,024",0.001,104,77,text | |
| vivit,"7,054",0.001,25,282,text | |
| visual_bert,"10,967",0.001,15,731,text | |
| vision-text-dual-encoder,"4,571",0.001,63,72,text | |
| unispeech,"10,202",0.001,119,85,audio | |
| squeezebert,"8,521",0.001,31,274,text | |
| splinter,"4,456",0.001,31,143,text | |
| sew,"10,829",0.001,15,721,audio | |
| reformer,"5,708",0.001,17,335,text | |
| persimmon,"7,615",0.001,4,1903,text | |
| mra,"6,045",0.001,2,3022,text | |
| mobilevitv2,"7,303",0.001,28,260,vision | |
| mega,"4,851",0.001,32,151,text | |
| mctct,"6,924",0.001,8,865,audio | |
| markuplm,"8,124",0.001,19,427,text | |
| lxmert,"5,310",0.001,12,442,text | |
| ibert,"6,437",0.001,19,338,text | |
| funnel,"8,659",0.001,51,169,text | |
| flava,"11,384",0.001,24,474,text | |
| data2vec-vision,"4,152",0.001,8,519,vision | |
| data2vec-audio,"7,632",0.001,30,254,audio | |
| cvt,"9,652",0.001,20,482,vision | |
| cpmant,"7,379",0.001,1,7379,text | |
| chinese_clip,"8,612",0.001,11,782,vision | |
| bert-generation,"7,428",0.001,2,3714,text | |
| yoso,"3,466",0.0,14,247,text | |
| xlm-prophetnet,"1,309",0.0,10,130,text | |
| vitdet,0,0.0,0,0,vision | |
| vit_msn,"1,020",0.0,8,127,vision | |
| vit_hybrid,0,0.0,0,0,vision | |
| van,"1,686",0.0,26,64,vision | |
| umt5,"1,080",0.0,34,31,text | |
| tvlt,"1,862",0.0,4,465,text | |
| trajectory_transformer,167,0.0,16,10,text | |
| timm_backbone,0,0.0,0,0,vision | |
| time_series_transformer,"1,744",0.0,17,102,text | |
| swiftformer,"2,598",0.0,10,259,vision | |
| speech_to_text_2,2,0.0,1,2,text | |
| speech-encoder-decoder,"2,853",0.0,206,13,audio | |
| roc_bert,"1,803",0.0,14,128,text | |
| roberta-prelayernorm,"1,115",0.0,23,48,text | |
| retribert,306,0.0,2,153,text | |
| rembert,"1,529",0.0,21,72,text | |
| regnet,"1,717",0.0,41,41,vision | |
| realm,"2,246",0.0,10,224,text | |
| qdqbert,0,0.0,0,0,text | |
| pvt,"1,969",0.0,9,218,vision | |
| pop2piano,0,0.0,0,0,audio | |
| poolformer,"1,088",0.0,7,155,vision | |
| open-llama,"1,297",0.0,5,259,text | |
| nystromformer,"2,169",0.0,22,98,text | |
| nllb-moe,477,0.0,4,119,text | |
| nezha,"2,112",0.0,12,176,text | |
| nat,379,0.0,13,29,vision | |
| mgp-str,"3,615",0.0,4,903,text | |
| maskformer-swin,0,0.0,0,0,vision | |
| levit,"1,090",0.0,10,109,vision | |
| jukebox,"1,450",0.0,6,241,text | |
| informer,"1,738",0.0,3,579,text | |
| imagegpt,"2,143",0.0,7,306,vision | |
| groupvit,"1,695",0.0,4,423,text | |
| graphormer,"1,119",0.0,9,124,text | |
| gptsan-japanese,"1,116",0.0,2,558,text | |
| gpt_neox_japanese,"3,049",0.0,4,762,text | |
| gpt-sw3,0,0.0,0,0,text | |
| focalnet,715,0.0,14,51,vision | |
| ernie_m,355,0.0,18,19,text | |
| efficientformer,250,0.0,14,17,vision | |
| donut-swin,535,0.0,6,89,text | |
| dinat,408,0.0,14,29,vision | |
| deta,"3,795",0.0,45,84,text | |
| decision_transformer,"1,242",0.0,381,3,text | |
| data2vec-text,958,0.0,21,45,text | |
| conditional_detr,"3,659",0.0,36,101,text | |
| code_llama,0,0.0,1,0,text | |
| altclip,"3,092",0.0,4,773,vision | |