| model_names,num_downloads,%_of_all_downloads,num_models,download_per_model,modality | |
| bert,"92,763,754",36.179,11622,7981.74,text | |
| roberta,"30,013,647",11.706,3787,7925.44,text | |
| camembert,"21,284,362",8.301,335,63535.41,text | |
| xlm-roberta,"17,759,831",6.927,1470,12081.52,text | |
| distilbert,"15,879,406",6.193,3387,4688.34,text | |
| gpt2,"15,761,555",6.146999999999999,6849,2301.29,text | |
| clip,"10,328,134",4.0280000000000005,44,234730.32,vision | |
| deberta,"8,779,118",3.424,154,57007.26,text | |
| t5,"7,972,293",3.109,3059,2606.18,text | |
| albert,"6,126,235",2.3890000000000002,504,12155.23,text | |
| bart,"5,320,320",2.075,1182,4501.12,text | |
| vit,"4,749,946",1.8530000000000002,408,11642.02,vision | |
| marian,"2,149,638",0.8380000000000001,1853,1160.09,text | |
| electra,"2,106,467",0.822,809,2603.79,text | |
| mpnet,"1,597,850",0.623,66,24209.85,text | |
| gpt_neo,"1,539,486",0.6,259,5943.96,text | |
| opt,"1,199,083",0.468,51,23511.43,text | |
| wav2vec2,"1,153,069",0.44999999999999996,3616,318.88,audio | |
| deberta-v2,"1,059,357",0.413,234,4527.17,text | |
| gptj,"1,000,464",0.38999999999999996,110,9095.13,text | |
| dpr,"805,905",0.314,77,10466.3,text | |
| layoutlmv2,"742,669",0.29,71,10460.13,text | |
| longformer,"584,645",0.22799999999999998,101,5788.56,text | |
| mbart,"579,341",0.22599999999999998,293,1977.27,text | |
| pegasus,"542,697",0.212,328,1654.56,text | |
| m2m_100,"496,327",0.194,221,2245.82,text | |
| big_bird,"463,922",0.181,57,8138.98,text | |
| xlnet,"444,229",0.173,121,3671.31,text | |
| layoutlm,"336,200",0.131,32,10506.25,text | |
| mt5,"270,257",0.105,703,384.43,text | |
| lxmert,"195,632",0.076,10,19563.2,text | |
| blenderbot,"155,411",0.061,24,6475.46,text | |
| vision-encoder-decoder,"120,139",0.047,126,953.48,vision | |
| bloom,"118,488",0.046,83,1427.57,text | |
| squeezebert,"108,367",0.042,14,7740.5,text | |
| convbert,"101,981",0.04,57,1789.14,text | |
| mobilebert,"99,935",0.039,45,2220.78,text | |
| detr,"88,947",0.034999999999999996,27,3294.33,text | |
| codegen,"84,748",0.033,31,2733.81,text | |
| layoutlmv3,"73,575",0.029,36,2043.75,text | |
| swin,"72,113",0.027999999999999997,81,890.28,vision | |
| segformer,"68,755",0.027,79,870.32,vision | |
| xglm,"65,977",0.026,24,2749.04,text | |
| hubert,"66,109",0.026,130,508.53,audio | |
| fnet,"62,887",0.025,25,2515.48,text | |
| led,"61,658",0.024,58,1063.07,text | |
| trocr,"58,913",0.023,14,4208.07,text | |
| cvt,"58,658",0.023,7,8379.71,vision | |
| fsmt,"57,107",0.022000000000000002,22,2595.77,text | |
| xlm,"52,404",0.02,21,2495.43,text | |
| tapas,"51,362",0.02,57,901.09,text | |
| beit,"49,168",0.019,29,1695.45,vision | |
| encoder-decoder,"42,725",0.017,195,219.1,text | |
| rag,"39,995",0.016,16,2499.69,text | |
| openai-gpt,"40,834",0.016,5,8166.8,text | |
| gpt_neox,"36,652",0.013999999999999999,6,6108.67,text | |
| yolos,"33,412",0.013,12,2784.33,text | |
| wavlm,"34,583",0.013,76,455.04,audio | |
| resnet,"32,126",0.013,54,594.93,vision | |
| flaubert,"32,249",0.013,36,895.81,text | |
| longt5,"31,853",0.012,36,884.81,text | |
| luke,"29,259",0.011000000000000001,30,975.3,text | |
| vilt,"24,043",0.009000000000000001,11,2185.73,text | |
| speech_to_text,"23,507",0.009000000000000001,27,870.63,audio | |
| bigbird_pegasus,"23,266",0.009000000000000001,10,2326.6,text | |
| funnel,"21,150",0.008,26,813.46,text | |
| blenderbot-small,"20,238",0.008,7,2891.14,text | |
| transfo-xl,"14,893",0.006,11,1353.91,text | |
| reformer,"14,130",0.006,13,1086.92,text | |
| plbart,"14,682",0.006,58,253.14,text | |
| vit_mae,"11,605",0.005,5,2321.0,text | |
| retribert,"11,961",0.005,2,5980.5,text | |
| regnet,"12,493",0.005,34,367.44,vision | |
| mvp,"12,616",0.005,16,788.5,text | |
| deit,"12,716",0.005,9,1412.89,vision | |
| visual_bert,"9,909",0.004,13,762.23,text | |
| roformer,"10,923",0.004,21,520.14,text | |
| ctrl,"11,274",0.004,24,469.75,text | |
| convnext,"10,652",0.004,51,208.86,vision | |
| canine,"10,074",0.004,23,438.0,text | |
| unispeech-sat,"8,898",0.003,70,127.11,audio | |
| speech-encoder-decoder,"6,511",0.003,125,52.09,audio | |
| owlvit,"8,062",0.003,4,2015.5,text | |
| data2vec-audio,"6,918",0.003,18,384.33,audio | |
| prophetnet,"6,071",0.002,10,607.1,text | |
| perceiver,"4,096",0.002,22,186.18,vision | |
| mobilevit,"4,126",0.002,13,317.38,vision | |
| ibert,"4,436",0.002,6,739.33,text | |
| wav2vec2-conformer,"3,381",0.001,16,211.31,audio | |
| unispeech,"2,489",0.001,116,21.46,audio | |
| splinter,"1,535",0.001,28,54.82,text | |
| rembert,"3,533",0.001,10,353.3,text | |
| nystromformer,"1,356",0.001,10,135.6,text | |
| nezha,"1,485",0.001,4,371.25,text | |
| megatron-bert,"2,306",0.001,18,128.11,text | |
| maskformer,"1,290",0.001,17,75.88,vision | |
| levit,"2,399",0.001,7,342.71,vision | |
| imagegpt,"1,544",0.001,5,308.8,vision | |
| flava,"3,250",0.001,1,3250.0,text | |
| dpt,"1,956",0.001,4,489.0,vision | |
| data2vec-vision,"3,190",0.001,6,531.67,vision | |
| data2vec-text,"3,089",0.001,11,280.82,text | |
| yoso,517,0.0,6,86.17,text | |
| xlm-roberta-xl,862,0.0,7,123.14,text | |
| xlm-prophetnet,825,0.0,9,91.67,text | |
| vision-text-dual-encoder,363,0.0,9,40.33,text | |
| van,"1,272",0.0,5,254.4,vision | |
| trajectory_transformer,249,0.0,16,15.56,text | |
| speech_to_text_2,0,0.0,0,0.0,text | |
| sew-d,546,0.0,19,28.74,audio | |
| sew,639,0.0,12,53.25,audio | |
| realm,"1,069",0.0,9,118.78,text | |
| qdqbert,0,0.0,0,0.0,text | |
| poolformer,327,0.0,5,65.4,vision | |
| mctct,845,0.0,6,140.83,audio | |
| groupvit,830,0.0,4,207.5,text | |
| glpn,"1,205",0.0,2,602.5,text | |
| decision_transformer,478,0.0,13,36.77,text | |
| bert-generation,"1,121",0.0,1,1121.0,text | |