| model_names,num_downloads,%_of_all_downloads,num_models,download_per_model,modality | |
| bert,"147,370,755",28.866999999999997,25196,5848,text | |
| wav2vec2,"63,917,462",12.520000000000001,5955,10733,audio | |
| roberta,"45,880,648",8.987,9488,4835,text | |
| clip,"26,807,796",5.251,176,152317,vision | |
| xlm-roberta,"23,531,363",4.609,4431,5310,text | |
| distilbert,"23,281,983",4.5600000000000005,10174,2288,text | |
| gpt2,"20,866,689",4.087,12984,1607,text | |
| t5,"19,983,108",3.914,9002,2219,text | |
| deberta-v2,"14,349,660",2.811,906,15838,text | |
| bart,"10,935,067",2.1420000000000003,3296,3317,text | |
| vit,"10,172,244",1.9929999999999999,1857,5477,vision | |
| albert,"8,890,582",1.7409999999999999,1071,8301,text | |
| llama,"8,049,501",1.577,2894,2781,text | |
| deberta,"7,610,206",1.4909999999999999,435,17494,text | |
| layoutlmv3,"6,851,598",1.3419999999999999,404,16959,vision | |
| mpnet,"5,426,000",1.0630000000000002,1056,5138,text | |
| electra,"4,760,494",0.932,1380,3449,text | |
| marian,"4,574,915",0.8959999999999999,2600,1759,text | |
| camembert,"4,147,283",0.812,883,4696,text | |
| layoutlm,"3,612,817",0.7080000000000001,164,22029,vision | |
| resnet,"3,559,064",0.697,220,16177,vision | |
| bloom,"3,202,049",0.627,535,5985,text | |
| longformer,"2,983,081",0.584,312,9561,text | |
| vision-encoder-decoder,"2,569,114",0.503,926,2774,vision | |
| opt,"2,355,233",0.461,538,4377,text | |
| hubert,"1,990,619",0.38999999999999996,347,5736,audio | |
| convbert,"1,584,379",0.31,64,24755,text | |
| detr,"1,568,653",0.307,313,5011,text | |
| gpt_neo,"1,521,082",0.298,840,1810,text | |
| gpt_neox,"1,491,082",0.292,1052,1417,text | |
| gptj,"1,387,864",0.272,489,2838,text | |
| mbart,"1,274,590",0.25,1373,928,text | |
| esm,"1,232,537",0.241,235,5244,text | |
| fnet,"1,176,716",0.22999999999999998,45,26149,text | |
| blip,"1,083,781",0.212,71,15264,vision | |
| beit,"967,237",0.189,197,4909,vision | |
| m2m_100,"936,091",0.183,382,2450,text | |
| blenderbot,"909,507",0.178,47,19351,text | |
| yolos,"819,019",0.16,45,18200,text | |
| whisper,"792,893",0.155,3062,258,audio | |
| pegasus,"740,176",0.145,626,1182,text | |
| codegen,"716,249",0.13999999999999999,137,5228,text | |
| mt5,"632,258",0.124,2179,290,text | |
| segformer,"601,267",0.11800000000000001,427,1408,vision | |
| vilt,"572,917",0.11199999999999999,30,19097,vision | |
| flaubert,"563,061",0.11,73,7713,text | |
| trocr,"514,508",0.101,22,23386,text | |
| mobilebert,"509,555",0.1,258,1975,text | |
| wavlm,"417,848",0.082,119,3511,audio | |
| roformer,"410,426",0.08,39,10523,text | |
| xlm,"404,445",0.079,34,11895,text | |
| longt5,"398,660",0.078,181,2202,text | |
| convnextv2,"391,137",0.077,43,9096,vision | |
| table-transformer,"382,672",0.075,23,16637,text | |
| encoder-decoder,"338,119",0.066,386,875,text | |
| xlnet,"321,636",0.063,254,1266,text | |
| layoutlmv2,"318,447",0.062,163,1953,vision | |
| swin,"311,620",0.061,473,658,vision | |
| dpr,"296,900",0.058,107,2774,text | |
| blip-2,"271,241",0.053,42,6458,vision | |
| speech_to_text,"258,847",0.051000000000000004,33,7843,audio | |
| squeezebert,"250,639",0.049,32,7832,text | |
| openai-gpt,"250,716",0.049,17,14748,text | |
| data2vec-text,"240,240",0.047,29,8284,text | |
| deit,"234,105",0.046,25,9364,vision | |
| ibert,"227,445",0.045,25,9097,text | |
| git,"217,311",0.043,95,2287,text | |
| dpt,"218,463",0.043,11,19860,vision | |
| perceiver,"202,670",0.04,37,5477,vision | |
| clipseg,"200,180",0.039,5,40036,vision | |
| audio-spectrogram-transformer,"196,647",0.039,131,1501,audio | |
| owlvit,"192,362",0.038,10,19236,text | |
| nystromformer,"181,510",0.036000000000000004,26,6981,text | |
| data2vec-audio,"171,296",0.034,35,4894,audio | |
| mobilenet_v2,"165,601",0.032,31,5341,vision | |
| luke,"163,984",0.032,54,3036,text | |
| fsmt,"165,409",0.032,36,4594,text | |
| mobilenet_v1,"152,997",0.03,10,15299,vision | |
| convnext,"142,124",0.027999999999999997,156,911,vision | |
| poolformer,"138,651",0.027,9,15405,vision | |
| mobilevit,"137,351",0.027,44,3121,vision | |
| vit_mae,"131,144",0.026,22,5961,text | |
| unispeech-sat,"135,169",0.026,85,1590,audio | |
| levit,"127,512",0.025,15,8500,vision | |
| data2vec-vision,"122,733",0.024,12,10227,vision | |
| wav2vec2-conformer,"112,510",0.022000000000000002,35,3214,audio | |
| sew,"112,083",0.022000000000000002,18,6226,audio | |
| markuplm,"104,752",0.021,22,4761,text | |
| vit_msn,"100,536",0.02,10,10053,vision | |
| unispeech,"93,225",0.018000000000000002,124,751,audio | |
| sew-d,"91,074",0.018000000000000002,25,3642,audio | |
| tapas,"79,312",0.016,82,967,vision | |
| mask2former,"80,689",0.016,63,1280,text | |
| switch_transformers,"76,839",0.015,27,2845,text | |
| pix2struct,"69,897",0.013999999999999999,45,1553,text | |
| led,"71,319",0.013999999999999999,240,297,text | |
| bigbird_pegasus,"63,846",0.013,42,1520,text | |
| prophetnet,"61,741",0.012,28,2205,text | |
| big_bird,"62,705",0.012,252,248,text | |
| xglm,"55,287",0.011000000000000001,129,428,text | |
| ernie,"58,216",0.011000000000000001,69,843,text | |
| upernet,"45,783",0.009000000000000001,12,3815,vision | |
| imagegpt,"47,246",0.009000000000000001,11,4295,vision | |
| blenderbot-small,"47,001",0.009000000000000001,19,2473,text | |
| biogpt,"45,924",0.009000000000000001,50,918,text | |
| videomae,"41,142",0.008,197,208,text | |
| splinter,"41,373",0.008,34,1216,text | |
| speecht5,"40,362",0.008,270,149,audio | |
| xclip,"37,213",0.006999999999999999,20,1860,text | |
| plbart,"36,987",0.006999999999999999,87,425,text | |
| mvp,"34,867",0.006999999999999999,28,1245,text | |
| lilt,"35,971",0.006999999999999999,97,370,text | |
| regnet,"30,317",0.006,40,757,vision | |
| pegasus_x,"31,715",0.006,46,689,text | |
| mgp-str,"30,808",0.006,3,10269,text | |
| cvt,"32,041",0.006,17,1884,vision | |
| rembert,"25,215",0.005,28,900,text | |
| oneformer,"27,803",0.005,11,2527,text | |
| chinese_clip,"23,658",0.005,8,2957,vision | |
| timesformer,"22,265",0.004,25,890,text | |
| roc_bert,"18,190",0.004,21,866,text | |
| rag,"21,429",0.004,16,1339,text | |
| donut-swin,"20,035",0.004,3,6678,text | |
| bert-generation,"18,983",0.004,2,9491,text | |
| xmod,"14,522",0.003,26,558,text | |
| visual_bert,"14,665",0.003,18,814,text | |
| megatron-bert,"13,883",0.003,55,252,text | |
| maskformer,"17,083",0.003,60,284,vision | |
| groupvit,"15,243",0.003,6,2540,text | |
| glpn,"14,354",0.003,58,247,text | |
| funnel,"14,760",0.003,50,295,text | |
| ctrl,"16,049",0.003,32,501,text | |
| clap,"15,948",0.003,9,1772,text | |
| transfo-xl,"12,361",0.002,19,650,text | |
| swinv2,"12,710",0.002,64,198,vision | |
| reformer,"8,291",0.002,20,414,text | |
| lxmert,"9,568",0.002,16,598,text | |
| canine,"10,903",0.002,139,78,text | |
| align,"9,630",0.002,4,2407,vision | |
| yoso,"6,440",0.001,20,322,text | |
| xlm-roberta-xl,"5,494",0.001,24,228,text | |
| xlm-prophetnet,"7,521",0.001,11,683,text | |
| speech-encoder-decoder,"7,483",0.001,182,41,audio | |
| roberta-prelayernorm,"4,494",0.001,26,172,text | |
| nezha,"2,813",0.001,20,140,text | |
| graphormer,"2,947",0.001,5,589,text | |
| gpt_neox_japanese,"6,517",0.001,6,1086,text | |
| flava,"5,705",0.001,8,713,text | |
| ernie_m,"5,026",0.001,22,228,text | |
| efficientnet,"3,050",0.001,20,152,vision | |
| deformable_detr,"5,934",0.001,12,494,text | |
| decision_transformer,"4,860",0.001,159,30,text | |
| conditional_detr,"4,923",0.001,13,378,text | |
| bridgetower,"7,447",0.001,7,1063,text | |
| altclip,"2,884",0.001,5,576,vision | |
| vit_hybrid,0,0.0,0,0,vision | |
| vision-text-dual-encoder,"1,073",0.0,32,33,text | |
| van,540,0.0,11,49,vision | |
| tvlt,851,0.0,6,141,text | |
| trajectory_transformer,198,0.0,16,12,text | |
| time_series_transformer,"1,887",0.0,8,235,text | |
| swin2sr,"2,390",0.0,9,265,text | |
| speech_to_text_2,0,0.0,0,0,text | |
| retribert,482,0.0,2,241,text | |
| realm,"1,622",0.0,10,162,text | |
| qdqbert,0,0.0,0,0,text | |
| nat,813,0.0,10,81,vision | |
| mctct,701,0.0,10,70,audio | |
| maskformer-swin,0,0.0,0,0,vision | |
| jukebox,811,0.0,6,135,text | |
| informer,527,0.0,3,175,text | |
| gptsan-japanese,911,0.0,3,303,text | |
| gpt-sw3,0,0.0,0,0,text | |
| efficientformer,"1,781",0.0,14,127,vision | |
| dinat,"1,079",0.0,13,83,vision | |
| deta,"2,165",0.0,13,166,text | |
| bit,"1,522",0.0,7,217,vision | |