| model_names,num_downloads,%_of_all_downloads,num_models,download_per_model,modality | |
| bert,"79,753,651",29.075,16760,4758.57,text | |
| t5,"25,740,721",9.384,4616,5576.41,text | |
| xlm-roberta,"24,594,647",8.966000000000001,2397,10260.6,text | |
| roberta,"21,900,703",7.983999999999999,6177,3545.52,text | |
| gpt2,"20,209,459",7.367,8885,2274.56,text | |
| distilbert,"20,036,569",7.303999999999999,5718,3504.12,text | |
| clip,"15,255,512",5.561,75,203406.83,vision | |
| bart,"10,628,205",3.875,2224,4778.87,text | |
| layoutlmv3,"5,436,340",1.982,123,44197.89,text | |
| m2m_100,"5,047,525",1.8399999999999999,265,19047.26,text | |
| albert,"4,818,925",1.757,730,6601.27,text | |
| marian,"4,382,056",1.5970000000000002,1961,2234.6,text | |
| mpnet,"3,460,920",1.262,421,8220.71,text | |
| wav2vec2,"3,295,062",1.201,4622,712.91,audio | |
| electra,"2,285,414",0.8330000000000001,1129,2024.28,text | |
| camembert,"1,930,362",0.7040000000000001,493,3915.54,text | |
| deberta-v2,"1,893,622",0.69,507,3734.95,text | |
| vision-encoder-decoder,"1,849,035",0.674,335,5519.51,vision | |
| gptj,"1,732,424",0.632,181,9571.4,text | |
| layoutlm,"1,629,273",0.594,90,18103.03,text | |
| deberta,"1,562,131",0.569,269,5807.18,text | |
| xlnet,"1,492,319",0.544,185,8066.59,text | |
| vit,"1,251,812",0.45599999999999996,746,1678.03,vision | |
| gpt_neo,"1,109,772",0.40499999999999997,384,2890.03,text | |
| longformer,"1,082,927",0.395,197,5497.09,text | |
| opt,"862,357",0.314,282,3058.0,text | |
| layoutlmv2,"806,933",0.294,124,6507.52,text | |
| beit,"740,190",0.27,98,7552.96,vision | |
| pegasus,"663,836",0.242,454,1462.19,text | |
| mbart,"582,798",0.212,459,1269.71,text | |
| dpr,"577,984",0.211,90,6422.04,text | |
| hubert,"570,821",0.208,144,3964.03,audio | |
| mt5,"484,779",0.17700000000000002,1110,436.74,text | |
| convbert,"456,410",0.166,46,9921.96,text | |
| detr,"417,124",0.152,55,7584.07,text | |
| fnet,"363,195",0.132,33,11005.91,text | |
| bloom,"354,222",0.129,220,1610.1,text | |
| gpt_neox,"274,949",0.1,94,2924.99,text | |
| encoder-decoder,"246,893",0.09,307,804.21,text | |
| maskformer,"221,185",0.08099999999999999,31,7135.0,vision | |
| blenderbot,"195,100",0.07100000000000001,31,6293.55,text | |
| whisper,"180,020",0.066,1359,132.47,audio | |
| segformer,"168,790",0.062,202,835.59,vision | |
| clipseg,"164,814",0.06,3,54938.0,text | |
| big_bird,"162,276",0.059000000000000004,171,948.98,text | |
| codegen,"152,865",0.055999999999999994,74,2065.74,text | |
| wavlm,"143,847",0.052,82,1754.23,audio | |
| funnel,"125,379",0.046,39,3214.85,text | |
| mobilebert,"124,280",0.045,220,564.91,text | |
| longt5,"121,908",0.044000000000000004,70,1741.54,text | |
| bigbird_pegasus,"111,081",0.04,22,5049.14,text | |
| owlvit,"106,300",0.039,7,15185.71,text | |
| swin,"103,527",0.038,200,517.63,vision | |
| led,"104,199",0.038,88,1184.08,text | |
| resnet,"99,786",0.036000000000000004,91,1096.55,vision | |
| fsmt,"98,368",0.036000000000000004,30,3278.93,text | |
| flaubert,"94,732",0.034999999999999996,39,2429.03,text | |
| squeezebert,"81,419",0.03,20,4070.95,text | |
| xlm,"79,459",0.029,27,2942.93,text | |
| roformer,"78,001",0.027999999999999997,28,2785.75,text | |
| mobilevit,"73,305",0.027,17,4312.06,vision | |
| data2vec-text,"72,989",0.027,22,3317.68,text | |
| xglm,"67,782",0.025,28,2420.79,text | |
| trocr,"67,948",0.025,15,4529.87,text | |
| ibert,"66,035",0.024,13,5079.62,text | |
| yolos,"60,324",0.022000000000000002,18,3351.33,text | |
| transfo-xl,"56,775",0.021,15,3785.0,text | |
| tapas,"58,686",0.021,70,838.37,text | |
| table-transformer,"56,635",0.021,6,9439.17,text | |
| convnext,"57,651",0.021,97,594.34,vision | |
| openai-gpt,"53,208",0.019,9,5912.0,text | |
| deit,"52,808",0.019,14,3772.0,vision | |
| ernie,"45,845",0.017,46,996.63,text | |
| blenderbot-small,"44,926",0.016,12,3743.83,text | |
| plbart,"40,151",0.015,63,637.32,text | |
| esm,"40,151",0.015,71,565.51,text | |
| mobilenet_v2,"39,365",0.013999999999999999,14,2811.79,vision | |
| data2vec-vision,"35,959",0.013,9,3995.44,vision | |
| vit_mae,"32,303",0.012,7,4614.71,text | |
| vilt,"33,266",0.012,18,1848.11,text | |
| poolformer,"32,285",0.012,7,4612.14,vision | |
| mobilenet_v1,"33,805",0.012,4,8451.25,vision | |
| levit,"33,322",0.012,11,3029.27,vision | |
| lxmert,"30,563",0.011000000000000001,13,2351.0,text | |
| luke,"30,326",0.011000000000000001,51,594.63,text | |
| mvp,"26,964",0.01,22,1225.64,text | |
| unispeech-sat,"22,844",0.008,75,304.59,audio | |
| switch_transformers,"20,603",0.008,20,1030.15,text | |
| speech_to_text,"21,478",0.008,29,740.62,audio | |
| rag,"22,937",0.008,16,1433.56,text | |
| prophetnet,"21,980",0.008,19,1156.84,text | |
| dpt,"21,193",0.008,8,2649.12,vision | |
| data2vec-audio,"22,666",0.008,24,944.42,audio | |
| rembert,"19,640",0.006999999999999999,18,1091.11,text | |
| perceiver,"19,816",0.006999999999999999,30,660.53,vision | |
| pegasus_x,"18,815",0.006999999999999999,11,1710.45,text | |
| deformable_detr,"20,573",0.006999999999999999,7,2939.0,text | |
| ctrl,"20,416",0.006999999999999999,27,756.15,text | |
| wav2vec2-conformer,"15,922",0.006,25,636.88,audio | |
| swinv2,"15,096",0.006,24,629.0,vision | |
| glpn,"15,982",0.006,41,389.8,text | |
| videomae,"13,817",0.005,42,328.98,text | |
| reformer,"14,221",0.005,16,888.81,text | |
| markuplm,"13,578",0.005,10,1357.8,text | |
| canine,"13,468",0.005,35,384.8,text | |
| visual_bert,"11,954",0.004,15,796.93,text | |
| unispeech,"11,252",0.004,120,93.77,audio | |
| speech-encoder-decoder,"11,757",0.004,177,66.42,audio | |
| nystromformer,"11,338",0.004,19,596.74,text | |
| lilt,"11,483",0.004,39,294.44,text | |
| groupvit,"9,609",0.004,5,1921.8,text | |
| cvt,"11,518",0.004,12,959.83,vision | |
| audio-spectrogram-transformer,"12,198",0.004,13,938.31,audio | |
| splinter,"6,890",0.003,31,222.26,text | |
| sew-d,"8,076",0.003,22,367.09,audio | |
| sew,"8,068",0.003,15,537.87,audio | |
| retribert,"7,925",0.003,2,3962.5,text | |
| nezha,"7,911",0.003,12,659.25,text | |
| megatron-bert,"7,873",0.003,34,231.56,text | |
| xlm-roberta-xl,"6,796",0.002,16,424.75,text | |
| xclip,"5,999",0.002,19,315.74,text | |
| vit_msn,"6,472",0.002,7,924.57,vision | |
| roc_bert,"4,717",0.002,13,362.85,text | |
| regnet,"4,788",0.002,36,133.0,vision | |
| imagegpt,"4,779",0.002,8,597.38,vision | |
| gpt_neox_japanese,"5,350",0.002,3,1783.33,text | |
| chinese_clip,"4,371",0.002,4,1092.75,text | |
| bert-generation,"6,583",0.002,2,3291.5,text | |
| yoso,"3,635",0.001,13,279.62,text | |
| vision-text-dual-encoder,"1,532",0.001,17,90.12,text | |
| van,"1,790",0.001,8,223.75,vision | |
| realm,"1,485",0.001,10,148.5,text | |
| mctct,"1,693",0.001,8,211.62,audio | |
| flava,"3,734",0.001,4,933.5,text | |
| conditional_detr,"2,331",0.001,3,777.0,text | |
| xlm-prophetnet,"1,267",0.0,9,140.78,text | |
| trajectory_transformer,190,0.0,16,11.88,text | |
| time_series_transformer,"1,227",0.0,4,306.75,text | |
| speech_to_text_2,0,0.0,0,0.0,text | |
| qdqbert,0,0.0,0,0.0,text | |
| nat,513,0.0,4,128.25,vision | |
| maskformer-swin,0,0.0,0,0.0,text | |
| jukebox,838,0.0,6,139.67,text | |
| donut-swin,742,0.0,2,371.0,text | |
| dinat,530,0.0,7,75.71,vision | |
| decision_transformer,685,0.0,25,27.4,text | |