| model_names,num_downloads,%_of_all_downloads,num_models,download_per_model,modality | |
| bert,"73,007,250",31.887999999999998,14527,5025.62,text | |
| distilbert,"20,440,466",8.927999999999999,4614,4430.1,text | |
| roberta,"20,070,363",8.766,5671,3539.12,text | |
| xlm-roberta,"18,405,769",8.039,1999,9207.49,text | |
| gpt2,"14,447,298",6.3100000000000005,8164,1769.63,text | |
| t5,"14,291,319",6.242,4089,3495.06,text | |
| clip,"12,204,720",5.331,69,176880.0,vision | |
| bart,"11,977,439",5.231,1904,6290.67,text | |
| camembert,"6,294,167",2.749,438,14370.24,text | |
| vit,"3,973,209",1.735,612,6492.17,vision | |
| albert,"3,709,052",1.6199999999999999,695,5336.77,text | |
| wav2vec2,"3,055,206",1.3339999999999999,4393,695.47,audio | |
| beit,"2,412,859",1.054,49,49242.02,vision | |
| marian,"2,373,329",1.0370000000000001,1917,1238.04,text | |
| electra,"1,816,003",0.7929999999999999,940,1931.92,text | |
| vision-encoder-decoder,"1,749,311",0.764,283,6181.31,vision | |
| longt5,"1,656,107",0.7230000000000001,59,28069.61,text | |
| mpnet,"1,536,820",0.6709999999999999,328,4685.43,text | |
| gpt_neo,"1,332,321",0.582,324,4112.1,text | |
| mt5,"1,158,182",0.506,941,1230.8,text | |
| layoutlmv2,"1,072,801",0.469,101,10621.79,text | |
| gptj,"1,038,965",0.45399999999999996,144,7215.03,text | |
| deberta,"960,375",0.41900000000000004,239,4018.31,text | |
| deberta-v2,"881,711",0.385,424,2079.51,text | |
| mbart,"777,763",0.33999999999999997,382,2036.03,text | |
| layoutlmv3,"744,068",0.325,90,8267.42,text | |
| hubert,"652,954",0.28500000000000003,138,4731.55,audio | |
| m2m_100,"629,531",0.27499999999999997,248,2538.43,text | |
| layoutlm,"572,722",0.25,68,8422.38,text | |
| pegasus,"546,871",0.23900000000000002,386,1416.76,text | |
| opt,"395,790",0.173,193,2050.73,text | |
| segformer,"394,173",0.172,181,2177.75,vision | |
| longformer,"393,176",0.172,178,2208.85,text | |
| detr,"324,076",0.14200000000000002,40,8101.9,text | |
| dpr,"251,019",0.11,82,3061.21,text | |
| xlnet,"243,409",0.106,181,1344.8,text | |
| encoder-decoder,"228,264",0.1,268,851.73,text | |
| convbert,"198,680",0.087,45,4415.11,text | |
| bloom,"186,665",0.082,188,992.9,text | |
| blenderbot,"182,360",0.08,29,6288.28,text | |
| fnet,"165,475",0.07200000000000001,33,5014.39,text | |
| convnext,"139,209",0.061,86,1618.71,vision | |
| swin,"121,976",0.053,148,824.16,vision | |
| whisper,"111,649",0.049,862,129.52,audio | |
| resnet,"107,394",0.047,72,1491.58,vision | |
| big_bird,"107,256",0.047,90,1191.73,text | |
| esm,"87,878",0.038,59,1489.46,text | |
| led,"73,981",0.032,84,880.73,text | |
| fsmt,"65,964",0.029,25,2638.56,text | |
| funnel,"59,227",0.026,39,1518.64,text | |
| bigbird_pegasus,"53,854",0.024,19,2834.42,text | |
| table-transformer,"51,183",0.022000000000000002,6,8530.5,text | |
| mobilebert,"51,145",0.022000000000000002,52,983.56,text | |
| gpt_neox,"50,952",0.022000000000000002,38,1340.84,text | |
| vilt,"47,316",0.021,18,2628.67,text | |
| openai-gpt,"48,286",0.021,9,5365.11,text | |
| flaubert,"44,886",0.02,43,1043.86,text | |
| codegen,"45,588",0.02,46,991.04,text | |
| tapas,"42,823",0.019,61,702.02,text | |
| maskformer,"42,420",0.019,32,1325.62,vision | |
| yolos,"36,464",0.016,17,2144.94,text | |
| regnet,"33,262",0.015,36,923.94,vision | |
| blenderbot-small,"33,738",0.015,11,3067.09,text | |
| vit_mae,"33,107",0.013999999999999999,7,4729.57,text | |
| ernie,"32,133",0.013999999999999999,22,1460.59,text | |
| xlm,"28,250",0.012,27,1046.3,text | |
| wavlm,"28,296",0.012,80,353.7,audio | |
| trocr,"26,564",0.012,15,1770.93,text | |
| xglm,"25,746",0.011000000000000001,27,953.56,text | |
| squeezebert,"25,045",0.011000000000000001,20,1252.25,text | |
| deit,"25,856",0.011000000000000001,14,1846.86,vision | |
| xclip,"22,497",0.01,19,1184.05,text | |
| videomae,"19,681",0.009000000000000001,24,820.04,text | |
| speech_to_text,"19,975",0.009000000000000001,29,688.79,audio | |
| rag,"20,310",0.009000000000000001,16,1269.38,text | |
| owlvit,"21,458",0.009000000000000001,7,3065.43,text | |
| canine,"20,108",0.009000000000000001,34,591.41,text | |
| plbart,"19,060",0.008,62,307.42,text | |
| ctrl,"18,519",0.008,27,685.89,text | |
| transfo-xl,"15,818",0.006999999999999999,15,1054.53,text | |
| megatron-bert,"17,002",0.006999999999999999,31,548.45,text | |
| luke,"16,020",0.006999999999999999,42,381.43,text | |
| data2vec-text,"15,371",0.006999999999999999,22,698.68,text | |
| lxmert,"14,618",0.006,13,1124.46,text | |
| ibert,"13,816",0.006,13,1062.77,text | |
| glpn,"13,612",0.006,23,591.83,text | |
| unispeech-sat,"11,029",0.005,75,147.05,audio | |
| swinv2,"10,978",0.005,20,548.9,vision | |
| reformer,"11,433",0.005,16,714.56,text | |
| perceiver,"10,752",0.005,30,358.4,vision | |
| cvt,"10,962",0.005,12,913.5,vision | |
| visual_bert,"10,256",0.004,15,683.73,text | |
| speech-encoder-decoder,"8,783",0.004,178,49.34,audio | |
| rembert,"8,153",0.004,19,429.11,text | |
| mobilevit,"10,034",0.004,16,627.12,vision | |
| splinter,"6,209",0.003,33,188.15,text | |
| roformer,"6,230",0.003,27,230.74,text | |
| retribert,"7,571",0.003,2,3785.5,text | |
| prophetnet,"6,995",0.003,18,388.61,text | |
| mvp,"7,572",0.003,21,360.57,text | |
| mobilenet_v2,"6,660",0.003,14,475.71,vision | |
| markuplm,"7,158",0.003,10,715.8,text | |
| levit,"5,855",0.003,11,532.27,vision | |
| groupvit,"6,736",0.003,5,1347.2,text | |
| flava,"7,818",0.003,4,1954.5,text | |
| data2vec-vision,"5,786",0.003,9,642.89,vision | |
| data2vec-audio,"6,528",0.003,24,272.0,audio | |
| wav2vec2-conformer,"4,899",0.002,25,195.96,audio | |
| vit_msn,"4,718",0.002,7,674.0,vision | |
| unispeech,"3,763",0.002,120,31.36,audio | |
| pegasus_x,"4,249",0.002,9,472.11,text | |
| mobilenet_v1,"4,264",0.002,4,1066.0,vision | |
| lilt,"4,350",0.002,26,167.31,text | |
| gpt_neox_japanese,"3,894",0.002,3,1298.0,text | |
| dpt,"5,346",0.002,8,668.25,vision | |
| clipseg,"5,106",0.002,3,1702.0,text | |
| chinese_clip,"3,793",0.002,4,948.25,text | |
| bert-generation,"5,021",0.002,2,2510.5,text | |
| xlm-roberta-xl,"2,024",0.001,16,126.5,text | |
| switch_transformers,"2,289",0.001,15,152.6,text | |
| realm,"1,554",0.001,10,155.4,text | |
| nezha,"2,397",0.001,12,199.75,text | |
| imagegpt,"2,954",0.001,8,369.25,vision | |
| deformable_detr,"2,983",0.001,7,426.14,text | |
| audio-spectrogram-transformer,"2,849",0.001,13,219.15,audio | |
| yoso,713,0.0,13,54.85,text | |
| xlm-prophetnet,418,0.0,9,46.44,text | |
| vision-text-dual-encoder,239,0.0,16,14.94,text | |
| van,429,0.0,8,53.62,vision | |
| trajectory_transformer,146,0.0,16,9.12,text | |
| time_series_transformer,764,0.0,3,254.67,text | |
| speech_to_text_2,0,0.0,0,0.0,text | |
| sew-d,528,0.0,22,24.0,audio | |
| sew,530,0.0,15,35.33,audio | |
| roc_bert,742,0.0,13,57.08,text | |
| qdqbert,0,0.0,0,0.0,text | |
| poolformer,453,0.0,7,64.71,vision | |
| nystromformer,781,0.0,18,43.39,text | |
| nat,169,0.0,4,42.25,vision | |
| mctct,457,0.0,8,57.12,audio | |
| maskformer-swin,0,0.0,0,0.0,text | |
| jukebox,524,0.0,6,87.33,text | |
| donut-swin,117,0.0,2,58.5,text | |
| dinat,201,0.0,7,28.71,vision | |
| decision_transformer,399,0.0,23,17.35,text | |
| conditional_detr,900,0.0,3,300.0,text | |