| model_names,num_downloads,%_of_all_downloads,num_models,download_per_model,modality | |
| bert,"73,165,845",28.325,16449,4448.04,text | |
| t5,"24,902,854",9.641,4506,5526.6,text | |
| xlm-roberta,"22,081,091",8.548,2294,9625.58,text | |
| roberta,"22,032,870",8.53,6125,3597.2,text | |
| distilbert,"21,326,505",8.256,5341,3992.98,text | |
| gpt2,"18,410,328",7.127,8761,2101.4,text | |
| clip,"15,338,698",5.938000000000001,76,201824.97,vision | |
| bart,"10,117,470",3.9170000000000003,2196,4607.23,text | |
| m2m_100,"4,540,594",1.7579999999999998,262,17330.51,text | |
| albert,"4,184,907",1.6199999999999999,719,5820.45,text | |
| layoutlmv3,"4,134,423",1.601,118,35037.48,text | |
| marian,"3,806,136",1.473,1946,1955.88,text | |
| wav2vec2,"3,537,277",1.369,4579,772.5,audio | |
| mpnet,"3,093,118",1.197,400,7732.8,text | |
| camembert,"2,235,709",0.8659999999999999,483,4628.8,text | |
| electra,"2,162,919",0.8370000000000001,1069,2023.31,text | |
| deberta-v2,"1,679,772",0.65,484,3470.6,text | |
| vision-encoder-decoder,"1,532,750",0.5930000000000001,328,4673.02,vision | |
| gptj,"1,404,149",0.544,171,8211.4,text | |
| layoutlm,"1,396,453",0.541,87,16051.18,text | |
| deberta,"1,395,546",0.54,266,5246.41,text | |
| xlnet,"1,292,080",0.5,182,7099.34,text | |
| gpt_neo,"1,266,705",0.49,374,3386.91,text | |
| vit,"1,245,098",0.482,721,1726.9,vision | |
| layoutlmv2,"1,014,269",0.393,114,8897.1,text | |
| longformer,"928,711",0.36,194,4787.17,text | |
| opt,"821,775",0.318,258,3185.17,text | |
| beit,"788,815",0.305,84,9390.65,vision | |
| hubert,"647,792",0.251,143,4530.01,audio | |
| pegasus,"640,975",0.248,440,1456.76,text | |
| mbart,"569,076",0.22,450,1264.61,text | |
| mt5,"535,808",0.207,1084,494.29,text | |
| detr,"435,741",0.169,44,9903.2,text | |
| convbert,"329,133",0.127,45,7314.07,text | |
| dpr,"315,395",0.122,88,3584.03,text | |
| bloom,"289,386",0.11199999999999999,217,1333.58,text | |
| encoder-decoder,"269,172",0.104,306,879.65,text | |
| fnet,"262,701",0.10200000000000001,33,7960.64,text | |
| gpt_neox,"227,039",0.08800000000000001,81,2802.95,text | |
| wavlm,"219,469",0.08499999999999999,80,2743.36,audio | |
| maskformer,"220,462",0.08499999999999999,31,7111.68,vision | |
| clipseg,"166,021",0.064,3,55340.33,text | |
| whisper,"163,698",0.063,1303,125.63,audio | |
| segformer,"155,305",0.06,200,776.52,vision | |
| codegen,"146,780",0.056999999999999995,67,2190.75,text | |
| blenderbot,"131,062",0.051000000000000004,31,4227.81,text | |
| big_bird,"124,252",0.048,167,744.02,text | |
| table-transformer,"116,574",0.045,6,19429.0,text | |
| longt5,"99,989",0.039,67,1492.37,text | |
| fsmt,"99,725",0.039,26,3835.58,text | |
| swin,"95,632",0.037,188,508.68,vision | |
| bigbird_pegasus,"90,071",0.034999999999999996,21,4289.1,text | |
| mobilebert,"87,551",0.034,153,572.23,text | |
| led,"89,084",0.034,87,1023.95,text | |
| resnet,"79,883",0.031,85,939.8,vision | |
| owlvit,"70,887",0.027,7,10126.71,text | |
| flaubert,"70,571",0.027,43,1641.19,text | |
| yolos,"66,303",0.026,17,3900.18,text | |
| xglm,"64,619",0.025,27,2393.3,text | |
| trocr,"61,186",0.024,15,4079.07,text | |
| mobilevit,"61,976",0.024,16,3873.5,vision | |
| xlm,"60,607",0.023,27,2244.7,text | |
| esm,"58,086",0.022000000000000002,68,854.21,text | |
| squeezebert,"53,936",0.021,20,2696.8,text | |
| transfo-xl,"52,107",0.02,15,3473.8,text | |
| tapas,"51,374",0.02,64,802.72,text | |
| openai-gpt,"50,391",0.02,9,5599.0,text | |
| funnel,"52,253",0.02,39,1339.82,text | |
| ernie,"51,940",0.02,46,1129.13,text | |
| data2vec-text,"45,534",0.018000000000000002,22,2069.73,text | |
| blenderbot-small,"45,833",0.018000000000000002,12,3819.42,text | |
| roformer,"45,071",0.017,28,1609.68,text | |
| convnext,"44,878",0.017,96,467.48,vision | |
| luke,"42,251",0.016,48,880.23,text | |
| ibert,"41,864",0.016,13,3220.31,text | |
| deit,"38,170",0.015,14,2726.43,vision | |
| plbart,"36,580",0.013999999999999999,63,580.63,text | |
| vit_mae,"27,253",0.011000000000000001,7,3893.29,text | |
| visual_bert,"27,391",0.011000000000000001,15,1826.07,text | |
| vilt,"27,611",0.011000000000000001,18,1533.94,text | |
| mobilenet_v2,"29,122",0.011000000000000001,14,2080.14,vision | |
| lxmert,"28,423",0.011000000000000001,13,2186.38,text | |
| wav2vec2-conformer,"24,776",0.01,25,991.04,audio | |
| mobilenet_v1,"25,383",0.01,4,6345.75,vision | |
| poolformer,"22,080",0.009000000000000001,7,3154.29,vision | |
| levit,"22,712",0.009000000000000001,11,2064.73,vision | |
| glpn,"23,290",0.009000000000000001,40,582.25,text | |
| dpt,"22,087",0.009000000000000001,8,2760.88,vision | |
| data2vec-vision,"24,102",0.009000000000000001,9,2678.0,vision | |
| rag,"21,849",0.008,16,1365.56,text | |
| unispeech-sat,"17,781",0.006999999999999999,75,237.08,audio | |
| speech_to_text,"17,513",0.006999999999999999,29,603.9,audio | |
| prophetnet,"16,966",0.006999999999999999,19,892.95,text | |
| mvp,"16,886",0.006999999999999999,22,767.55,text | |
| ctrl,"17,337",0.006999999999999999,27,642.11,text | |
| switch_transformers,"15,153",0.006,20,757.65,text | |
| splinter,"15,281",0.006,31,492.94,text | |
| perceiver,"15,257",0.006,30,508.57,vision | |
| deformable_detr,"14,946",0.006,7,2135.14,text | |
| data2vec-audio,"15,960",0.006,24,665.0,audio | |
| videomae,"12,211",0.005,37,330.03,text | |
| swinv2,"11,738",0.005,22,533.55,vision | |
| rembert,"12,050",0.005,18,669.44,text | |
| reformer,"11,826",0.005,16,739.12,text | |
| pegasus_x,"13,768",0.005,11,1251.64,text | |
| canine,"12,182",0.005,35,348.06,text | |
| speech-encoder-decoder,"10,675",0.004,177,60.31,audio | |
| lilt,"10,113",0.004,36,280.92,text | |
| cvt,"9,140",0.004,12,761.67,vision | |
| audio-spectrogram-transformer,"9,609",0.004,14,686.36,audio | |
| unispeech,"7,776",0.003,120,64.8,audio | |
| retribert,"7,902",0.003,2,3951.0,text | |
| markuplm,"7,815",0.003,10,781.5,text | |
| groupvit,"6,834",0.003,5,1366.8,text | |
| xclip,"4,717",0.002,19,248.26,text | |
| vit_msn,"4,098",0.002,7,585.43,vision | |
| sew-d,"4,826",0.002,22,219.36,audio | |
| sew,"4,785",0.002,15,319.0,audio | |
| regnet,"5,121",0.002,36,142.25,vision | |
| gpt_neox_japanese,"4,317",0.002,3,1439.0,text | |
| chinese_clip,"4,562",0.002,4,1140.5,text | |
| bert-generation,"5,117",0.002,2,2558.5,text | |
| xlm-roberta-xl,"2,508",0.001,16,156.75,text | |
| xlm-prophetnet,"1,362",0.001,9,151.33,text | |
| roc_bert,"2,551",0.001,13,196.23,text | |
| realm,"1,299",0.001,10,129.9,text | |
| nezha,"1,960",0.001,12,163.33,text | |
| megatron-bert,"2,225",0.001,32,69.53,text | |
| imagegpt,"3,229",0.001,8,403.62,vision | |
| flava,"2,897",0.001,4,724.25,text | |
| yoso,523,0.0,13,40.23,text | |
| vision-text-dual-encoder,331,0.0,16,20.69,text | |
| van,897,0.0,8,112.12,vision | |
| trajectory_transformer,184,0.0,16,11.5,text | |
| time_series_transformer,"1,188",0.0,3,396.0,text | |
| speech_to_text_2,0,0.0,0,0.0,text | |
| qdqbert,0,0.0,0,0.0,text | |
| nystromformer,625,0.0,19,32.89,text | |
| nat,478,0.0,4,119.5,vision | |
| mctct,557,0.0,8,69.62,audio | |
| maskformer-swin,0,0.0,0,0.0,text | |
| jukebox,837,0.0,6,139.5,text | |
| donut-swin,169,0.0,2,84.5,text | |
| dinat,485,0.0,7,69.29,vision | |
| decision_transformer,622,0.0,24,25.92,text | |
| conditional_detr,879,0.0,3,293.0,text | |