| model_names,num_downloads,%_of_all_downloads,num_models,download_per_model,modality | |
| bert,"96,353,016",32.173,17132,5624,text | |
| xlm-roberta,"26,190,396",8.745,2456,10663,text | |
| gpt2,"25,286,611",8.443000000000001,9035,2798,text | |
| t5,"23,137,901",7.725999999999999,4744,4877,text | |
| roberta,"22,445,181",7.495,6353,3533,text | |
| distilbert,"19,501,426",6.512,5887,3312,text | |
| clip,"15,408,925",5.1450000000000005,79,195049,vision | |
| bart,"10,035,785",3.351,2248,4464,text | |
| layoutlmv3,"6,409,008",2.1399999999999997,141,45453,vision | |
| albert,"5,568,601",1.859,795,7004,text | |
| marian,"5,236,305",1.748,1999,2619,text | |
| m2m_100,"3,421,359",1.142,273,12532,text | |
| mpnet,"3,380,385",1.129,459,7364,text | |
| wav2vec2,"3,048,816",1.018,4669,652,audio | |
| electra,"2,563,436",0.856,1136,2256,text | |
| vit,"2,475,823",0.827,766,3232,vision | |
| deberta-v2,"2,190,005",0.731,526,4163,text | |
| gptj,"2,131,617",0.712,198,10765,text | |
| camembert,"1,953,234",0.652,548,3564,text | |
| layoutlm,"1,854,048",0.619,91,20374,vision | |
| deberta,"1,807,101",0.603,273,6619,text | |
| xlnet,"1,772,577",0.592,186,9529,text | |
| vision-encoder-decoder,"1,645,765",0.5499999999999999,357,4609,vision | |
| longformer,"1,249,859",0.41700000000000004,206,6067,text | |
| mbart,"1,003,697",0.335,475,2113,text | |
| gpt_neo,"998,572",0.333,395,2528,text | |
| opt,"811,573",0.271,292,2779,text | |
| pegasus,"688,495",0.22999999999999998,461,1493,text | |
| dpr,"652,122",0.218,93,7012,text | |
| convbert,"630,993",0.211,46,13717,text | |
| layoutlmv2,"495,675",0.166,119,4165,vision | |
| gpt_neox,"481,052",0.161,101,4762,text | |
| fnet,"473,523",0.158,33,14349,text | |
| bloom,"431,845",0.14400000000000002,224,1927,text | |
| mt5,"348,151",0.116,1158,300,text | |
| blenderbot,"340,952",0.11399999999999999,32,10654,text | |
| beit,"299,804",0.1,100,2998,vision | |
| detr,"292,345",0.098,62,4715,text | |
| maskformer,"269,821",0.09,31,8703,vision | |
| hubert,"244,762",0.082,145,1688,audio | |
| whisper,"236,026",0.079,1461,161,audio | |
| big_bird,"234,402",0.078,173,1354,text | |
| segformer,"224,419",0.075,210,1068,vision | |
| mobilebert,"196,614",0.066,233,843,text | |
| codegen,"195,575",0.065,79,2475,text | |
| encoder-decoder,"184,253",0.062,307,600,text | |
| clipseg,"178,769",0.06,3,59589,vision | |
| bigbird_pegasus,"166,681",0.055999999999999994,22,7576,text | |
| longt5,"159,032",0.053,68,2338,text | |
| roformer,"151,070",0.05,28,5395,text | |
| resnet,"146,817",0.049,95,1545,vision | |
| flaubert,"147,258",0.049,39,3775,text | |
| xlm,"144,904",0.048,27,5366,text | |
| funnel,"142,444",0.048,39,3652,text | |
| squeezebert,"135,551",0.045,20,6777,text | |
| data2vec-text,"135,263",0.045,22,6148,text | |
| owlvit,"129,869",0.043,7,18552,text | |
| led,"120,727",0.04,89,1356,text | |
| ibert,"119,494",0.04,13,9191,text | |
| swin,"111,346",0.037,212,525,vision | |
| wavlm,"106,546",0.036000000000000004,85,1253,audio | |
| fsmt,"103,972",0.034999999999999996,30,3465,text | |
| lxmert,"97,832",0.033,13,7525,text | |
| deit,"84,978",0.027999999999999997,15,5665,vision | |
| convnext,"85,178",0.027999999999999997,101,843,vision | |
| yolos,"81,108",0.027,20,4055,text | |
| trocr,"72,532",0.024,15,4835,text | |
| tapas,"70,475",0.024,70,1006,vision | |
| mobilevit,"70,815",0.024,17,4165,vision | |
| xglm,"68,097",0.023,48,1418,text | |
| openai-gpt,"67,351",0.022000000000000002,9,7483,text | |
| mobilenet_v2,"61,836",0.021,14,4416,vision | |
| esm,"61,025",0.02,74,824,text | |
| data2vec-vision,"60,691",0.02,9,6743,vision | |
| levit,"56,063",0.019,11,5096,vision | |
| ernie,"56,921",0.019,46,1237,text | |
| poolformer,"53,805",0.018000000000000002,7,7686,vision | |
| mobilenet_v1,"52,497",0.018000000000000002,4,13124,vision | |
| table-transformer,"50,885",0.017,6,8480,text | |
| plbart,"50,784",0.017,63,806,text | |
| mvp,"47,975",0.016,22,2180,text | |
| vilt,"44,585",0.015,18,2476,vision | |
| nystromformer,"44,026",0.015,20,2201,text | |
| luke,"44,239",0.015,54,819,text | |
| vit_mae,"40,585",0.013999999999999999,8,5073,text | |
| rembert,"42,168",0.013999999999999999,20,2108,text | |
| unispeech-sat,"38,663",0.013,76,508,audio | |
| blenderbot-small,"39,588",0.013,12,3299,text | |
| data2vec-audio,"35,628",0.012,24,1484,audio | |
| perceiver,"33,291",0.011000000000000001,30,1109,vision | |
| transfo-xl,"29,208",0.01,15,1947,text | |
| timesformer,"29,843",0.01,15,1989,text | |
| switch_transformers,"30,161",0.01,21,1436,text | |
| speech_to_text,"30,294",0.01,29,1044,audio | |
| prophetnet,"30,949",0.01,19,1628,text | |
| pegasus_x,"28,568",0.01,11,2597,text | |
| markuplm,"28,523",0.01,10,2852,text | |
| dpt,"30,307",0.01,8,3788,vision | |
| ctrl,"30,854",0.01,27,1142,text | |
| deformable_detr,"27,622",0.009000000000000001,7,3946,text | |
| wav2vec2-conformer,"22,726",0.008,26,874,audio | |
| swinv2,"22,589",0.008,25,903,vision | |
| rag,"23,198",0.008,16,1449,text | |
| reformer,"22,280",0.006999999999999999,16,1392,text | |
| megatron-bert,"22,015",0.006999999999999999,34,647,text | |
| git,"20,661",0.006999999999999999,21,983,text | |
| canine,"19,871",0.006999999999999999,35,567,text | |
| audio-spectrogram-transformer,"19,861",0.006999999999999999,16,1241,audio | |
| videomae,"18,186",0.006,45,404,text | |
| unispeech,"18,732",0.006,120,156,audio | |
| regnet,"18,503",0.006,36,513,vision | |
| nezha,"19,305",0.006,12,1608,text | |
| blip,"18,751",0.006,11,1704,vision | |
| xlm-roberta-xl,"16,090",0.005,16,1005,text | |
| splinter,"14,562",0.005,31,469,text | |
| speech-encoder-decoder,"14,696",0.005,178,82,audio | |
| sew-d,"14,735",0.005,23,640,audio | |
| sew,"14,633",0.005,15,975,audio | |
| lilt,"16,146",0.005,43,375,text | |
| groupvit,"16,470",0.005,5,3294,text | |
| cvt,"15,811",0.005,13,1216,vision | |
| biogpt,"16,079",0.005,3,5359,text | |
| vit_msn,"12,134",0.004,7,1733,vision | |
| visual_bert,"12,922",0.004,15,861,text | |
| glpn,"13,003",0.004,41,317,text | |
| bert-generation,"12,039",0.004,2,6019,text | |
| yoso,"10,348",0.003,13,796,text | |
| xclip,"10,411",0.003,19,547,text | |
| roc_bert,"9,433",0.003,13,725,text | |
| retribert,"9,213",0.003,2,4606,text | |
| mask2former,"8,016",0.003,30,267,text | |
| imagegpt,"8,027",0.003,8,1003,vision | |
| gpt_neox_japanese,"7,728",0.003,3,2576,text | |
| flava,"6,295",0.002,4,1573,text | |
| conditional_detr,"4,933",0.002,3,1644,text | |
| chinese_clip,"4,546",0.002,4,1136,vision | |
| vision-text-dual-encoder,"3,612",0.001,17,212,text | |
| van,"4,159",0.001,8,519,vision | |
| swin2sr,"2,461",0.001,7,351,text | |
| speecht5,"2,350",0.001,3,783,audio | |
| realm,"1,711",0.001,10,171,text | |
| oneformer,"3,827",0.001,7,546,text | |
| mctct,"4,187",0.001,8,523,audio | |
| donut-swin,"3,636",0.001,2,1818,text | |
| bridgetower,"3,744",0.001,5,748,text | |
| blip-2,"2,017",0.001,7,288,text | |
| xmod,579,0.0,9,64,text | |
| xlm-prophetnet,"1,395",0.0,9,155,text | |
| vit_hybrid,0,0.0,0,0,vision | |
| upernet,473,0.0,9,52,vision | |
| trajectory_transformer,198,0.0,16,12,text | |
| time_series_transformer,"1,206",0.0,4,301,text | |
| speech_to_text_2,0,0.0,0,0,text | |
| roberta-prelayernorm,"1,055",0.0,10,105,text | |
| qdqbert,0,0.0,0,0,text | |
| nat,430,0.0,4,107,vision | |
| maskformer-swin,0,0.0,0,0,vision | |
| jukebox,742,0.0,6,123,text | |
| graphormer,93,0.0,2,46,text | |
| gpt-sw3,0,0.0,0,0,text | |
| efficientformer,25,0.0,3,8,vision | |
| dinat,423,0.0,7,60,vision | |
| deta,817,0.0,6,136,text | |
| decision_transformer,693,0.0,25,27,text | |
| bit,216,0.0,1,216,vision | |
| altclip,408,0.0,2,204,vision | |