| model_names,num_downloads,%_of_all_downloads,num_models,download_per_model,modality | |
| bert,"109,998,698",25.194,24117,4561,text | |
| wav2vec2,"58,494,314",13.398,5785,10111,audio | |
| xlm-roberta,"50,462,854",11.558,4156,12142,text | |
| roberta,"35,592,762",8.152,8861,4016,text | |
| distilbert,"31,084,557",7.12,9340,3328,text | |
| clip,"21,259,389",4.869,169,125795,vision | |
| gpt2,"19,793,454",4.533,12069,1640,text | |
| t5,"11,983,015",2.7449999999999997,8457,1416,text | |
| bart,"8,993,127",2.06,3123,2879,text | |
| clipseg,"7,743,364",1.7739999999999998,5,1548672,vision | |
| layoutlmv3,"6,374,286",1.46,333,19142,vision | |
| deberta,"6,245,106",1.43,409,15269,text | |
| marian,"5,078,349",1.163,2476,2051,text | |
| albert,"4,936,047",1.131,1045,4723,text | |
| hubert,"4,426,110",1.014,222,19937,audio | |
| electra,"4,109,798",0.941,1351,3042,text | |
| resnet,"3,655,832",0.8370000000000001,199,18371,vision | |
| mpnet,"3,245,150",0.743,1010,3213,text | |
| layoutlm,"3,237,859",0.742,154,21025,vision | |
| camembert,"2,985,541",0.6839999999999999,762,3918,text | |
| bloom,"2,582,712",0.592,473,5460,text | |
| vit,"2,323,033",0.532,1566,1483,vision | |
| longformer,"2,053,531",0.47000000000000003,299,6867,text | |
| vision-encoder-decoder,"2,032,568",0.466,780,2605,vision | |
| llama,"1,702,278",0.38999999999999996,1778,957,text | |
| yolos,"1,633,339",0.374,40,40833,text | |
| opt,"1,553,782",0.356,480,3237,text | |
| deberta-v2,"1,448,495",0.332,802,1806,text | |
| gpt_neox,"1,206,521",0.27599999999999997,880,1371,text | |
| convbert,"1,140,141",0.261,63,18097,text | |
| vit_mae,"1,115,323",0.255,15,74354,text | |
| gptj,"1,041,381",0.23900000000000002,444,2345,text | |
| pegasus,"1,012,426",0.232,606,1670,text | |
| beit,"981,239",0.22499999999999998,147,6675,vision | |
| blip,"932,717",0.214,62,15043,vision | |
| fnet,"906,844",0.208,45,20152,text | |
| mbart,"815,833",0.187,965,845,text | |
| gpt_neo,"799,877",0.183,746,1072,text | |
| m2m_100,"756,312",0.173,374,2022,text | |
| wavlm,"617,788",0.14100000000000001,118,5235,audio | |
| blenderbot,"560,945",0.128,47,11935,text | |
| whisper,"540,306",0.124,2809,192,audio | |
| trocr,"536,439",0.123,21,25544,text | |
| mt5,"505,497",0.116,2089,241,text | |
| mobilebert,"349,345",0.08,255,1369,text | |
| codegen,"340,143",0.078,122,2788,text | |
| longt5,"267,887",0.061,169,1585,text | |
| detr,"261,845",0.06,259,1010,text | |
| segformer,"253,974",0.058,398,638,vision | |
| flaubert,"249,440",0.056999999999999995,72,3464,text | |
| xlm,"243,818",0.055999999999999994,34,7171,text | |
| layoutlmv2,"245,773",0.055999999999999994,161,1526,vision | |
| roformer,"218,672",0.05,35,6247,text | |
| xlnet,"214,535",0.049,238,901,text | |
| speech_to_text,"185,062",0.042,33,5607,audio | |
| dpr,"170,132",0.039,107,1590,text | |
| dpt,"162,495",0.037,11,14772,vision | |
| squeezebert,"155,410",0.036000000000000004,32,4856,text | |
| data2vec-text,"147,039",0.034,29,5070,text | |
| luke,"142,975",0.033,58,2465,text | |
| deit,"146,042",0.033,24,6085,vision | |
| swin,"140,016",0.032,442,316,vision | |
| ibert,"141,367",0.032,22,6425,text | |
| esm,"134,474",0.031,200,672,text | |
| markuplm,"125,637",0.029,22,5710,text | |
| bigbird_pegasus,"128,610",0.029,41,3136,text | |
| data2vec-audio,"124,159",0.027999999999999997,34,3651,audio | |
| unispeech-sat,"115,867",0.027,85,1363,audio | |
| openai-gpt,"116,974",0.027,16,7310,text | |
| fsmt,"119,517",0.027,36,3319,text | |
| convnext,"113,172",0.026,152,744,vision | |
| owlvit,"108,478",0.025,9,12053,text | |
| blip-2,"110,881",0.025,31,3576,vision | |
| nystromformer,"105,825",0.024,27,3919,text | |
| led,"102,083",0.023,232,440,text | |
| tapas,"90,481",0.021,82,1103,vision | |
| table-transformer,"92,798",0.021,28,3314,text | |
| xglm,"88,928",0.02,126,705,text | |
| vilt,"88,714",0.02,22,4032,vision | |
| mobilenet_v2,"86,824",0.02,22,3946,vision | |
| audio-spectrogram-transformer,"87,111",0.02,100,871,audio | |
| mask2former,"82,769",0.019,63,1313,text | |
| perceiver,"78,440",0.018000000000000002,36,2178,vision | |
| mobilevit,"78,106",0.018000000000000002,37,2110,vision | |
| mobilenet_v1,"78,593",0.018000000000000002,10,7859,vision | |
| levit,"78,614",0.018000000000000002,15,5240,vision | |
| encoder-decoder,"80,403",0.018000000000000002,364,220,text | |
| data2vec-vision,"78,534",0.018000000000000002,12,6544,vision | |
| poolformer,"76,368",0.017,10,7636,vision | |
| wav2vec2-conformer,"69,579",0.016,35,1987,audio | |
| unispeech,"64,678",0.015,124,521,audio | |
| sew-d,"63,238",0.013999999999999999,25,2529,audio | |
| sew,"63,106",0.013999999999999999,18,3505,audio | |
| big_bird,"57,107",0.013,201,284,text | |
| vit_msn,"52,430",0.012,10,5243,vision | |
| speecht5,"50,371",0.012,119,423,audio | |
| plbart,"52,060",0.012,82,634,text | |
| pix2struct,"52,369",0.012,42,1246,text | |
| xclip,"41,566",0.01,20,2078,text | |
| rag,"45,828",0.01,16,2864,text | |
| prophetnet,"42,738",0.01,28,1526,text | |
| git,"42,665",0.01,85,501,text | |
| ernie,"44,177",0.01,68,649,text | |
| blenderbot-small,"40,021",0.009000000000000001,19,2106,text | |
| upernet,"32,105",0.006999999999999999,11,2918,vision | |
| timesformer,"30,146",0.006999999999999999,23,1310,text | |
| splinter,"29,123",0.006999999999999999,34,856,text | |
| biogpt,"32,313",0.006999999999999999,44,734,text | |
| videomae,"27,833",0.006,158,176,text | |
| mvp,"27,601",0.006,28,985,text | |
| canine,"26,181",0.006,137,191,text | |
| switch_transformers,"21,042",0.005,27,779,text | |
| pegasus_x,"22,072",0.005,36,613,text | |
| imagegpt,"22,532",0.005,11,2048,vision | |
| ctrl,"21,299",0.005,31,687,text | |
| swinv2,"15,743",0.004,41,383,vision | |
| rembert,"18,977",0.004,28,677,text | |
| regnet,"18,648",0.004,40,466,vision | |
| reformer,"15,361",0.004,20,768,text | |
| oneformer,"19,395",0.004,11,1763,text | |
| lilt,"18,688",0.004,93,200,text | |
| glpn,"18,149",0.004,58,312,text | |
| funnel,"16,323",0.004,48,340,text | |
| xmod,"13,467",0.003,26,517,text | |
| visual_bert,"11,442",0.003,18,635,text | |
| transfo-xl,"13,388",0.003,19,704,text | |
| roc_bert,"12,016",0.003,21,572,text | |
| maskformer,"15,001",0.003,58,258,vision | |
| groupvit,"12,423",0.003,6,2070,text | |
| donut-swin,"13,333",0.003,3,4444,text | |
| deformable_detr,"14,290",0.003,11,1299,text | |
| clap,"11,102",0.003,8,1387,text | |
| chinese_clip,"14,528",0.003,8,1816,vision | |
| align,"12,420",0.003,4,3105,vision | |
| yoso,"7,107",0.002,20,355,text | |
| speech-encoder-decoder,"10,576",0.002,181,58,audio | |
| mgp-str,"7,027",0.002,3,2342,text | |
| megatron-bert,"8,559",0.002,53,161,text | |
| lxmert,"8,841",0.002,16,552,text | |
| gpt_neox_japanese,"9,535",0.002,6,1589,text | |
| cvt,"8,629",0.002,17,507,vision | |
| conditional_detr,"8,353",0.002,13,642,text | |
| bridgetower,"10,908",0.002,7,1558,text | |
| bert-generation,"8,601",0.002,2,4300,text | |
| xlm-roberta-xl,"6,166",0.001,24,256,text | |
| xlm-prophetnet,"2,221",0.001,11,201,text | |
| swin2sr,"3,018",0.001,9,335,text | |
| roberta-prelayernorm,"5,173",0.001,25,206,text | |
| nezha,"2,518",0.001,20,125,text | |
| flava,"4,040",0.001,6,673,text | |
| efficientnet,"3,624",0.001,20,181,vision | |
| convnextv2,"5,584",0.001,26,214,vision | |
| vit_hybrid,0,0.0,0,0,vision | |
| vision-text-dual-encoder,"1,158",0.0,30,38,text | |
| van,"1,079",0.0,11,98,vision | |
| tvlt,744,0.0,6,124,text | |
| trajectory_transformer,406,0.0,16,25,text | |
| time_series_transformer,972,0.0,6,162,text | |
| speech_to_text_2,0,0.0,0,0,text | |
| retribert,"1,250",0.0,2,625,text | |
| realm,"1,383",0.0,10,138,text | |
| qdqbert,0,0.0,0,0,text | |
| nat,273,0.0,10,27,vision | |
| mctct,"1,147",0.0,10,114,audio | |
| maskformer-swin,0,0.0,0,0,vision | |
| jukebox,991,0.0,6,165,text | |
| informer,536,0.0,3,178,text | |
| graphormer,667,0.0,4,166,text | |
| gptsan-japanese,"1,051",0.0,3,350,text | |
| gpt-sw3,0,0.0,0,0,text | |
| ernie_m,991,0.0,22,45,text | |
| efficientformer,"1,594",0.0,14,113,vision | |
| dinat,370,0.0,13,28,vision | |
| deta,"1,539",0.0,13,118,text | |
| decision_transformer,828,0.0,53,15,text | |
| bit,959,0.0,7,137,vision | |
| altclip,857,0.0,5,171,vision | |