| model_names,num_downloads,%_of_all_downloads,num_models,download_per_model,modality | |
| bert,"85,187,100",29.677,15281,5574.71,text | |
| distilbert,"28,531,105",9.94,4847,5886.34,text | |
| xlm-roberta,"28,248,866",9.841,2112,13375.41,text | |
| roberta,"26,101,672",9.093,5930,4401.63,text | |
| gpt2,"20,446,614",7.123,8401,2433.83,text | |
| t5,"18,633,950",6.492000000000001,4343,4290.57,text | |
| bart,"17,223,870",6.0,2034,8467.98,text | |
| clip,"14,274,810",4.973000000000001,71,201053.66,vision | |
| camembert,"5,791,123",2.017,472,12269.33,text | |
| albert,"4,172,983",1.4540000000000002,706,5910.74,text | |
| wav2vec2,"3,635,060",1.266,4497,808.33,audio | |
| marian,"3,025,672",1.054,1922,1574.23,text | |
| mbart,"2,337,621",0.814,407,5743.54,text | |
| electra,"2,045,180",0.712,1038,1970.31,text | |
| gpt_neo,"1,944,737",0.6779999999999999,356,5462.74,text | |
| mpnet,"1,919,316",0.6689999999999999,368,5215.53,text | |
| hubert,"1,569,700",0.547,141,11132.62,audio | |
| xlnet,"1,559,086",0.543,180,8661.59,text | |
| vit,"1,556,353",0.542,655,2376.11,vision | |
| layoutlmv2,"1,463,987",0.51,106,13811.2,text | |
| gptj,"1,320,044",0.45999999999999996,163,8098.43,text | |
| vision-encoder-decoder,"1,294,320",0.451,301,4300.07,vision | |
| layoutlmv3,"1,277,765",0.445,105,12169.19,text | |
| deberta,"1,178,421",0.411,248,4751.7,text | |
| deberta-v2,"1,137,582",0.396,463,2456.98,text | |
| longt5,"903,560",0.315,63,14342.22,text | |
| mt5,"831,379",0.29,1007,825.6,text | |
| layoutlm,"749,269",0.261,71,10553.08,text | |
| m2m_100,"728,962",0.254,253,2881.27,text | |
| longformer,"633,076",0.22100000000000003,180,3517.09,text | |
| pegasus,"623,489",0.217,408,1528.16,text | |
| opt,"514,426",0.179,239,2152.41,text | |
| detr,"388,196",0.135,40,9704.9,text | |
| dpr,"331,546",0.116,83,3994.53,text | |
| encoder-decoder,"319,540",0.11100000000000002,288,1109.51,text | |
| segformer,"314,144",0.109,186,1688.95,vision | |
| beit,"288,703",0.101,54,5346.35,vision | |
| convbert,"284,974",0.099,44,6476.68,text | |
| fnet,"242,717",0.08499999999999999,33,7355.06,text | |
| bloom,"241,452",0.084,192,1257.56,text | |
| convnext,"235,974",0.082,92,2564.93,vision | |
| blenderbot,"228,096",0.079,29,7865.38,text | |
| wavlm,"221,467",0.077,80,2768.34,audio | |
| maskformer,"209,070",0.073,32,6533.44,vision | |
| whisper,"181,622",0.063,1183,153.53,audio | |
| swin,"157,355",0.055,164,959.48,vision | |
| gpt_neox,"158,140",0.055,50,3162.8,text | |
| codegen,"116,837",0.041,50,2336.74,text | |
| table-transformer,"112,293",0.039,6,18715.5,text | |
| fsmt,"103,865",0.036000000000000004,24,4327.71,text | |
| yolos,"100,770",0.034999999999999996,17,5927.65,text | |
| resnet,"101,129",0.034999999999999996,77,1313.36,vision | |
| bigbird_pegasus,"91,831",0.032,19,4833.21,text | |
| led,"87,837",0.031,86,1021.36,text | |
| big_bird,"88,399",0.031,97,911.33,text | |
| clipseg,"83,808",0.029,3,27936.0,text | |
| regnet,"80,207",0.027999999999999997,36,2227.97,vision | |
| ernie,"69,941",0.024,45,1554.24,text | |
| vilt,"62,165",0.022000000000000002,18,3453.61,text | |
| esm,"62,070",0.022000000000000002,62,1001.13,text | |
| mobilebert,"60,713",0.021,53,1145.53,text | |
| tapas,"54,440",0.019,61,892.46,text | |
| openai-gpt,"50,298",0.018000000000000002,9,5588.67,text | |
| mobilevit,"52,876",0.018000000000000002,16,3304.75,vision | |
| glpn,"47,890",0.017,31,1544.84,text | |
| flaubert,"49,764",0.017,43,1157.3,text | |
| blenderbot-small,"48,092",0.017,11,4372.0,text | |
| funnel,"40,272",0.013999999999999999,39,1032.62,text | |
| xlm,"36,094",0.013,27,1336.81,text | |
| trocr,"36,688",0.013,15,2445.87,text | |
| xglm,"33,679",0.012,27,1247.37,text | |
| vit_mae,"33,108",0.012,7,4729.71,text | |
| squeezebert,"35,257",0.012,20,1762.85,text | |
| luke,"34,045",0.012,44,773.75,text | |
| rag,"29,016",0.01,16,1813.5,text | |
| owlvit,"27,267",0.009000000000000001,7,3895.29,text | |
| data2vec-text,"25,522",0.009000000000000001,22,1160.09,text | |
| visual_bert,"24,323",0.008,15,1621.53,text | |
| plbart,"23,046",0.008,62,371.71,text | |
| ctrl,"21,738",0.008,27,805.11,text | |
| wav2vec2-conformer,"18,916",0.006999999999999999,26,727.54,audio | |
| transfo-xl,"19,303",0.006999999999999999,15,1286.87,text | |
| splinter,"20,750",0.006999999999999999,31,669.35,text | |
| perceiver,"19,280",0.006999999999999999,30,642.67,vision | |
| ibert,"19,973",0.006999999999999999,13,1536.38,text | |
| speech_to_text,"15,919",0.006,29,548.93,audio | |
| roformer,"16,801",0.006,28,600.04,text | |
| deit,"17,742",0.006,14,1267.29,vision | |
| rembert,"14,145",0.005,18,785.83,text | |
| lxmert,"13,362",0.005,13,1027.85,text | |
| levit,"13,399",0.005,11,1218.09,vision | |
| data2vec-vision,"14,025",0.005,9,1558.33,vision | |
| canine,"13,038",0.005,35,372.51,text | |
| videomae,"12,672",0.004,26,487.38,text | |
| unispeech-sat,"12,564",0.004,75,167.52,audio | |
| speech-encoder-decoder,"10,100",0.004,177,57.06,audio | |
| retribert,"11,506",0.004,2,5753.0,text | |
| reformer,"12,603",0.004,16,787.69,text | |
| mobilenet_v2,"10,360",0.004,14,740.0,vision | |
| dpt,"11,890",0.004,8,1486.25,vision | |
| mvp,"7,842",0.003,21,373.43,text | |
| mobilenet_v1,"8,165",0.003,4,2041.25,vision | |
| markuplm,"8,618",0.003,10,861.8,text | |
| lilt,"7,851",0.003,27,290.78,text | |
| groupvit,"9,234",0.003,5,1846.8,text | |
| data2vec-audio,"8,024",0.003,24,334.33,audio | |
| cvt,"9,955",0.003,12,829.58,vision | |
| bert-generation,"7,334",0.003,2,3667.0,text | |
| xclip,"4,823",0.002,19,253.84,text | |
| vit_msn,"5,621",0.002,7,803.0,vision | |
| unispeech,"4,814",0.002,120,40.12,audio | |
| switch_transformers,"4,872",0.002,15,324.8,text | |
| swinv2,"6,184",0.002,20,309.2,vision | |
| prophetnet,"6,868",0.002,18,381.56,text | |
| gpt_neox_japanese,"5,369",0.002,3,1789.67,text | |
| flava,"4,579",0.002,4,1144.75,text | |
| deformable_detr,"6,120",0.002,7,874.29,text | |
| chinese_clip,"6,531",0.002,4,1632.75,text | |
| audio-spectrogram-transformer,"5,078",0.002,13,390.62,audio | |
| xlm-roberta-xl,"2,905",0.001,16,181.56,text | |
| poolformer,"3,092",0.001,7,441.71,vision | |
| pegasus_x,"2,387",0.001,9,265.22,text | |
| nezha,"2,193",0.001,12,182.75,text | |
| megatron-bert,"3,068",0.001,31,98.97,text | |
| imagegpt,"3,643",0.001,8,455.38,vision | |
| yoso,707,0.0,13,54.38,text | |
| xlm-prophetnet,666,0.0,9,74.0,text | |
| vision-text-dual-encoder,254,0.0,16,15.88,text | |
| van,808,0.0,8,101.0,vision | |
| trajectory_transformer,271,0.0,16,16.94,text | |
| time_series_transformer,973,0.0,3,324.33,text | |
| speech_to_text_2,0,0.0,0,0.0,text | |
| sew-d,"1,200",0.0,22,54.55,audio | |
| sew,"1,148",0.0,15,76.53,audio | |
| roc_bert,778,0.0,13,59.85,text | |
| realm,"1,136",0.0,10,113.6,text | |
| qdqbert,0,0.0,0,0.0,text | |
| nystromformer,741,0.0,18,41.17,text | |
| nat,279,0.0,4,69.75,vision | |
| mctct,620,0.0,8,77.5,audio | |
| maskformer-swin,0,0.0,0,0.0,text | |
| jukebox,908,0.0,6,151.33,text | |
| donut-swin,128,0.0,2,64.0,text | |
| dinat,288,0.0,7,41.14,vision | |
| decision_transformer,"1,031",0.0,23,44.83,text | |
| conditional_detr,826,0.0,3,275.33,text | |