| model_names,num_downloads,%_of_all_downloads,num_models,download_per_model,modality | |
| bert,"147,811,231",29.546,24961,5921,text | |
| wav2vec2,"61,200,041",12.232999999999999,5883,10402,audio | |
| roberta,"46,866,347",9.368,9400,4985,text | |
| distilbert,"26,057,762",5.209,10007,2603,text | |
| xlm-roberta,"26,031,246",5.203,4380,5943,text | |
| clip,"21,604,731",4.319,173,124882,vision | |
| gpt2,"20,629,200",4.124,12753,1617,text | |
| t5,"17,113,689",3.421,8865,1930,text | |
| bart,"11,182,173",2.235,3248,3442,text | |
| deberta-v2,"10,743,692",2.1479999999999997,888,12098,text | |
| vit,"8,929,119",1.7850000000000001,1811,4930,vision | |
| albert,"8,682,328",1.736,1060,8190,text | |
| deberta,"6,853,430",1.37,434,15791,text | |
| layoutlmv3,"6,445,228",1.288,393,16400,vision | |
| clipseg,"6,355,156",1.27,5,1271031,vision | |
| mpnet,"5,476,584",1.095,1043,5250,text | |
| llama,"5,341,338",1.068,2498,2138,text | |
| electra,"4,626,287",0.9249999999999999,1366,3386,text | |
| marian,"4,314,765",0.8619999999999999,2573,1676,text | |
| camembert,"4,151,260",0.83,873,4755,text | |
| resnet,"3,756,162",0.751,221,16996,vision | |
| layoutlm,"3,412,703",0.6819999999999999,163,20936,vision | |
| longformer,"2,985,917",0.597,314,9509,text | |
| bloom,"2,693,159",0.538,526,5120,text | |
| hubert,"2,469,731",0.494,312,7915,audio | |
| vision-encoder-decoder,"2,160,399",0.432,883,2446,vision | |
| opt,"2,160,155",0.432,526,4106,text | |
| gpt_neox,"1,529,816",0.306,1010,1514,text | |
| convbert,"1,513,530",0.303,64,23648,text | |
| gptj,"1,409,584",0.28200000000000003,463,3044,text | |
| gpt_neo,"1,313,551",0.263,837,1569,text | |
| mbart,"1,265,339",0.253,1335,947,text | |
| detr,"1,114,359",0.22300000000000003,302,3689,text | |
| fnet,"1,102,560",0.22,45,24501,text | |
| beit,"972,331",0.194,195,4986,vision | |
| blip,"936,865",0.187,66,14194,vision | |
| yolos,"881,741",0.17600000000000002,45,19594,text | |
| m2m_100,"879,416",0.17600000000000002,382,2302,text | |
| blenderbot,"839,624",0.168,47,17864,text | |
| whisper,"742,897",0.148,2983,249,audio | |
| pegasus,"727,138",0.145,618,1176,text | |
| wavlm,"690,586",0.13799999999999998,119,5803,audio | |
| codegen,"679,964",0.136,132,5151,text | |
| mt5,"608,079",0.122,2163,281,text | |
| segformer,"575,149",0.11499999999999999,427,1346,vision | |
| vilt,"562,130",0.11199999999999999,30,18737,vision | |
| trocr,"502,540",0.1,22,22842,text | |
| mobilebert,"488,555",0.098,258,1893,text | |
| perceiver,"468,445",0.094,37,12660,vision | |
| flaubert,"463,773",0.093,72,6441,text | |
| roformer,"384,083",0.077,37,10380,text | |
| esm,"386,481",0.077,220,1756,text | |
| xlm,"381,445",0.076,34,11218,text | |
| longt5,"367,967",0.074,176,2090,text | |
| layoutlmv2,"330,712",0.066,162,2041,vision | |
| convnextv2,"279,916",0.055999999999999994,42,6664,vision | |
| xlnet,"266,009",0.053,253,1051,text | |
| dpr,"265,196",0.053,107,2478,text | |
| deit,"264,840",0.053,25,10593,vision | |
| blip-2,"260,537",0.052,40,6513,vision | |
| speech_to_text,"251,626",0.05,33,7625,audio | |
| openai-gpt,"239,850",0.048,17,14108,text | |
| squeezebert,"236,167",0.047,32,7380,text | |
| data2vec-text,"224,412",0.045,29,7738,text | |
| vit_mae,"214,680",0.043,19,11298,text | |
| table-transformer,"212,448",0.042,21,10116,text | |
| ibert,"212,394",0.042,25,8495,text | |
| audio-spectrogram-transformer,"209,942",0.042,130,1614,audio | |
| swin,"195,542",0.039,459,426,vision | |
| encoder-decoder,"194,988",0.039,383,509,text | |
| dpt,"184,473",0.037,11,16770,vision | |
| nystromformer,"166,817",0.033,29,5752,text | |
| luke,"162,716",0.033,58,2805,text | |
| data2vec-audio,"163,600",0.033,35,4674,audio | |
| mobilenet_v2,"155,087",0.031,27,5743,vision | |
| git,"155,746",0.031,88,1769,text | |
| owlvit,"145,819",0.029,9,16202,text | |
| mobilenet_v1,"143,871",0.029,10,14387,vision | |
| fsmt,"142,879",0.029,36,3968,text | |
| vit_msn,"139,812",0.027999999999999997,10,13981,vision | |
| convnext,"136,464",0.027,156,874,vision | |
| poolformer,"128,771",0.026,9,14307,vision | |
| mobilevit,"128,311",0.026,42,3055,vision | |
| unispeech-sat,"127,336",0.025,85,1498,audio | |
| markuplm,"120,217",0.024,22,5464,text | |
| levit,"121,017",0.024,15,8067,vision | |
| data2vec-vision,"116,901",0.023,12,9741,vision | |
| sew,"108,434",0.022000000000000002,18,6024,audio | |
| wav2vec2-conformer,"105,837",0.021,35,3023,audio | |
| unispeech,"88,900",0.018000000000000002,124,716,audio | |
| sew-d,"87,395",0.017,25,3495,audio | |
| tapas,"76,756",0.015,82,936,vision | |
| mask2former,"73,024",0.015,63,1159,text | |
| switch_transformers,"71,259",0.013999999999999999,27,2639,text | |
| led,"67,175",0.013,240,279,text | |
| bigbird_pegasus,"65,647",0.013,42,1563,text | |
| xglm,"58,140",0.012,127,457,text | |
| prophetnet,"60,367",0.012,28,2155,text | |
| ernie,"57,829",0.012,69,838,text | |
| big_bird,"59,859",0.012,253,236,text | |
| pix2struct,"56,916",0.011000000000000001,44,1293,text | |
| glpn,"53,926",0.011000000000000001,58,929,text | |
| plbart,"51,371",0.01,86,597,text | |
| blenderbot-small,"47,599",0.01,19,2505,text | |
| upernet,"43,534",0.009000000000000001,12,3627,vision | |
| imagegpt,"44,628",0.009000000000000001,11,4057,vision | |
| biogpt,"46,555",0.009000000000000001,50,931,text | |
| videomae,"41,295",0.008,186,222,text | |
| splinter,"42,478",0.008,34,1249,text | |
| speecht5,"41,425",0.008,234,177,audio | |
| oneformer,"33,288",0.006999999999999999,11,3026,text | |
| mvp,"34,444",0.006999999999999999,28,1230,text | |
| regnet,"28,121",0.006,40,703,vision | |
| pegasus_x,"30,147",0.006,44,685,text | |
| lilt,"32,429",0.006,96,337,text | |
| timesformer,"25,466",0.005,23,1107,text | |
| rembert,"27,214",0.005,28,971,text | |
| cvt,"25,524",0.005,17,1501,vision | |
| chinese_clip,"23,364",0.005,8,2920,vision | |
| xclip,"20,864",0.004,20,1043,text | |
| roc_bert,"19,650",0.004,21,935,text | |
| rag,"20,206",0.004,16,1262,text | |
| donut-swin,"18,761",0.004,3,6253,text | |
| ctrl,"19,132",0.004,32,597,text | |
| bert-generation,"20,749",0.004,2,10374,text | |
| xmod,"12,594",0.003,26,484,text | |
| visual_bert,"15,566",0.003,18,864,text | |
| transfo-xl,"13,877",0.003,19,730,text | |
| swinv2,"13,665",0.003,58,235,vision | |
| megatron-bert,"13,946",0.003,55,253,text | |
| maskformer,"15,878",0.003,62,256,vision | |
| groupvit,"15,462",0.003,6,2577,text | |
| funnel,"16,259",0.003,48,338,text | |
| deformable_detr,"13,660",0.003,12,1138,text | |
| clap,"14,705",0.003,8,1838,text | |
| canine,"12,957",0.003,137,94,text | |
| yoso,"7,667",0.002,20,383,text | |
| xlm-roberta-xl,"7,575",0.002,24,315,text | |
| speech-encoder-decoder,"8,261",0.002,181,45,audio | |
| reformer,"11,676",0.002,20,583,text | |
| mgp-str,"8,695",0.002,3,2898,text | |
| lxmert,"10,548",0.002,16,659,text | |
| gpt_neox_japanese,"7,764",0.002,6,1294,text | |
| bridgetower,"10,844",0.002,7,1549,text | |
| xlm-prophetnet,"5,141",0.001,11,467,text | |
| roberta-prelayernorm,"5,344",0.001,26,205,text | |
| nezha,"3,225",0.001,20,161,text | |
| graphormer,"2,663",0.001,5,532,text | |
| flava,"5,282",0.001,8,660,text | |
| ernie_m,"5,105",0.001,22,232,text | |
| efficientnet,"3,295",0.001,20,164,vision | |
| conditional_detr,"5,747",0.001,13,442,text | |
| align,"6,789",0.001,4,1697,vision | |
| vit_hybrid,0,0.0,0,0,vision | |
| vision-text-dual-encoder,"1,275",0.0,30,42,text | |
| van,863,0.0,11,78,vision | |
| tvlt,982,0.0,6,163,text | |
| trajectory_transformer,402,0.0,16,25,text | |
| time_series_transformer,"1,919",0.0,8,239,text | |
| swin2sr,"2,364",0.0,9,262,text | |
| speech_to_text_2,0,0.0,0,0,text | |
| retribert,"1,009",0.0,2,504,text | |
| realm,"1,230",0.0,10,123,text | |
| qdqbert,0,0.0,0,0,text | |
| nat,801,0.0,10,80,vision | |
| mctct,"1,114",0.0,10,111,audio | |
| maskformer-swin,0,0.0,0,0,vision | |
| jukebox,935,0.0,6,155,text | |
| informer,533,0.0,3,177,text | |
| gptsan-japanese,996,0.0,3,332,text | |
| gpt-sw3,0,0.0,0,0,text | |
| efficientformer,"2,106",0.0,14,150,vision | |
| dinat,"1,009",0.0,13,77,vision | |
| deta,"2,242",0.0,13,172,text | |
| decision_transformer,"1,811",0.0,93,19,text | |
| bit,"1,420",0.0,7,202,vision | |
| altclip,"1,750",0.0,5,350,vision | |