| model_names,num_downloads,%_of_all_downloads,num_models,download_per_model,modality | |
| bert,"91,803,200",33.819,12054,7615.99,text | |
| roberta,"30,857,645",11.368,4083,7557.59,text | |
| xlm-roberta,"26,985,692",9.940999999999999,1550,17410.12,text | |
| camembert,"19,559,729",7.2059999999999995,343,57025.45,text | |
| clip,"17,302,115",6.3740000000000006,50,346042.3,vision | |
| distilbert,"16,691,746",6.149,3519,4743.32,text | |
| gpt2,"14,011,875",5.162,6959,2013.49,text | |
| t5,"8,258,758",3.042,3190,2588.95,text | |
| deberta,"7,471,509",2.752,160,46696.93,text | |
| bart,"6,614,895",2.437,1236,5351.86,text | |
| vit,"6,176,368",2.275,433,14264.13,vision | |
| albert,"4,901,981",1.806,584,8393.8,text | |
| marian,"2,153,700",0.7929999999999999,1843,1168.58,text | |
| electra,"2,092,250",0.771,769,2720.74,text | |
| mpnet,"1,485,544",0.547,116,12806.41,text | |
| gpt_neo,"1,358,412",0.5,262,5184.78,text | |
| deberta-v2,"1,198,247",0.441,253,4736.15,text | |
| mbart,"1,185,782",0.437,296,4006.02,text | |
| dpr,"1,079,913",0.398,77,14024.84,text | |
| gptj,"1,074,956",0.396,113,9512.88,text | |
| layoutlmv2,"1,042,052",0.384,78,13359.64,text | |
| wav2vec2,"1,037,950",0.382,3691,281.21,audio | |
| opt,"711,563",0.262,63,11294.65,text | |
| longformer,"706,628",0.26,102,6927.73,text | |
| m2m_100,"585,592",0.216,229,2557.17,text | |
| pegasus,"584,650",0.215,335,1745.22,text | |
| big_bird,"471,459",0.174,62,7604.18,text | |
| mt5,"348,172",0.128,717,485.6,text | |
| layoutlm,"348,571",0.128,35,9959.17,text | |
| lxmert,"315,971",0.116,10,31597.1,text | |
| xlnet,"252,145",0.093,124,2033.43,text | |
| blenderbot,"188,614",0.06899999999999999,24,7858.92,text | |
| encoder-decoder,"166,351",0.061,201,827.62,text | |
| segformer,"160,804",0.059000000000000004,81,1985.23,vision | |
| vision-encoder-decoder,"154,534",0.056999999999999995,140,1103.81,vision | |
| convbert,"117,907",0.043,40,2947.68,text | |
| fsmt,"114,806",0.042,22,5218.45,text | |
| mobilebert,"104,827",0.039,42,2495.88,text | |
| resnet,"102,913",0.038,56,1837.73,vision | |
| bloom,"103,932",0.038,79,1315.59,text | |
| detr,"92,304",0.034,28,3296.57,text | |
| fnet,"90,056",0.033,25,3602.24,text | |
| layoutlmv3,"81,600",0.03,44,1854.55,text | |
| hubert,"80,275",0.03,132,608.14,audio | |
| led,"71,048",0.026,57,1246.46,text | |
| codegen,"67,349",0.025,31,2172.55,text | |
| xglm,"59,610",0.022000000000000002,24,2483.75,text | |
| beit,"61,023",0.022000000000000002,30,2034.1,vision | |
| xlm,"52,961",0.02,21,2521.95,text | |
| cvt,"54,052",0.02,7,7721.71,vision | |
| trocr,"46,652",0.017,14,3332.29,text | |
| rag,"46,743",0.017,16,2921.44,text | |
| gpt_neox,"46,246",0.017,9,5138.44,text | |
| tapas,"43,811",0.016,57,768.61,text | |
| swin,"42,196",0.016,87,485.01,vision | |
| openai-gpt,"37,906",0.013999999999999999,5,7581.2,text | |
| flaubert,"37,071",0.013999999999999999,36,1029.75,text | |
| longt5,"34,748",0.013,36,965.22,text | |
| funnel,"36,128",0.013,26,1389.54,text | |
| yolos,"33,033",0.012,12,2752.75,text | |
| luke,"32,106",0.012,32,1003.31,text | |
| vilt,"26,456",0.01,11,2405.09,text | |
| bigbird_pegasus,"26,878",0.01,12,2239.83,text | |
| wavlm,"24,933",0.009000000000000001,77,323.81,audio | |
| transfo-xl,"23,291",0.009000000000000001,12,1940.92,text | |
| squeezebert,"20,833",0.008,14,1488.07,text | |
| speech_to_text,"21,384",0.008,27,792.0,audio | |
| vit_mae,"17,758",0.006999999999999999,5,3551.6,text | |
| plbart,"18,627",0.006999999999999999,58,321.16,text | |
| blenderbot-small,"20,282",0.006999999999999999,8,2535.25,text | |
| visual_bert,"12,396",0.005,13,953.54,text | |
| reformer,"13,945",0.005,12,1162.08,text | |
| deit,"13,046",0.005,10,1304.6,vision | |
| data2vec-audio,"12,649",0.005,19,665.74,audio | |
| ctrl,"12,971",0.005,24,540.46,text | |
| convnext,"13,431",0.005,54,248.72,vision | |
| canine,"14,320",0.005,25,572.8,text | |
| unispeech-sat,"11,149",0.004,70,159.27,audio | |
| owlvit,"10,151",0.004,5,2030.2,text | |
| speech-encoder-decoder,"8,115",0.003,132,61.48,audio | |
| roformer,"8,535",0.003,20,426.75,text | |
| retribert,"9,406",0.003,2,4703.0,text | |
| prophetnet,"7,832",0.003,10,783.2,text | |
| mvp,"9,459",0.003,16,591.19,text | |
| megatron-bert,"5,376",0.002,19,282.95,text | |
| maskformer,"4,623",0.002,17,271.94,vision | |
| ibert,"4,155",0.002,7,593.57,text | |
| wav2vec2-conformer,"4,029",0.001,16,251.81,audio | |
| unispeech,"3,148",0.001,116,27.14,audio | |
| splinter,"1,496",0.001,30,49.87,text | |
| rembert,"3,301",0.001,10,330.1,text | |
| perceiver,"3,984",0.001,22,181.09,vision | |
| nystromformer,"1,439",0.001,11,130.82,text | |
| mobilevit,"3,819",0.001,13,293.77,vision | |
| levit,"1,728",0.001,7,246.86,vision | |
| imagegpt,"1,982",0.001,5,396.4,vision | |
| flava,"4,024",0.001,1,4024.0,text | |
| dpt,"2,250",0.001,4,562.5,vision | |
| data2vec-vision,"1,819",0.001,6,303.17,vision | |
| data2vec-text,"2,666",0.001,11,242.36,text | |
| yoso,491,0.0,6,81.83,text | |
| xlm-roberta-xl,877,0.0,9,97.44,text | |
| xlm-prophetnet,845,0.0,9,93.89,text | |
| vision-text-dual-encoder,224,0.0,9,24.89,text | |
| van,977,0.0,5,195.4,vision | |
| trajectory_transformer,269,0.0,16,16.81,text | |
| speech_to_text_2,0,0.0,0,0.0,text | |
| sew-d,624,0.0,19,32.84,audio | |
| sew,874,0.0,12,72.83,audio | |
| regnet,"1,009",0.0,34,29.68,vision | |
| realm,"1,058",0.0,9,117.56,text | |
| qdqbert,0,0.0,0,0.0,text | |
| poolformer,331,0.0,5,66.2,vision | |
| nezha,"1,016",0.0,4,254.0,text | |
| mctct,868,0.0,6,144.67,audio | |
| groupvit,"1,151",0.0,4,287.75,text | |
| glpn,"1,020",0.0,2,510.0,text | |
| decision_transformer,"1,009",0.0,14,72.07,text | |
| bert-generation,"1,184",0.0,1,1184.0,text | |