| model_names,num_downloads,%_of_all_downloads,num_models,download_per_model,modality | |
| bert,"120,994,550",22.201999999999998,21569,5609,text | |
| vit,"65,237,485",11.971,1201,54319,vision | |
| wav2vec2,"55,623,237",10.206999999999999,5365,10367,audio | |
| roberta,"36,451,849",6.689,7914,4605,text | |
| xlm-roberta,"33,292,899",6.109,3662,9091,text | |
| gpt2,"29,496,978",5.412999999999999,11079,2662,text | |
| distilbert,"24,714,515",4.535,8048,3070,text | |
| resnet,"24,547,185",4.504,152,161494,vision | |
| convnext,"21,261,099",3.9010000000000002,128,166102,vision | |
| clip,"20,910,868",3.837,141,148304,vision | |
| t5,"17,208,775",3.1579999999999995,7266,2368,text | |
| bart,"11,824,062",2.17,2916,4054,text | |
| layoutlmv3,"9,244,388",1.696,251,36830,vision | |
| deberta,"7,888,670",1.448,343,22999,text | |
| marian,"5,999,886",1.101,2385,2515,text | |
| albert,"5,372,937",0.9860000000000001,965,5567,text | |
| electra,"4,735,160",0.869,1265,3743,text | |
| bloom,"4,011,029",0.736,353,11362,text | |
| hubert,"3,817,799",0.701,164,23279,audio | |
| mpnet,"3,803,926",0.698,584,6513,text | |
| camembert,"3,351,160",0.615,659,5085,text | |
| longformer,"3,037,947",0.557,269,11293,text | |
| layoutlm,"2,538,349",0.466,126,20145,vision | |
| vision-encoder-decoder,"1,943,063",0.357,585,3321,vision | |
| deberta-v2,"1,589,428",0.292,686,2316,text | |
| gptj,"1,548,940",0.28400000000000003,396,3911,text | |
| gpt_neox,"1,446,971",0.266,563,2570,text | |
| clipseg,"1,415,448",0.26,5,283089,vision | |
| opt,"1,389,407",0.255,419,3316,text | |
| llama,"1,188,365",0.218,774,1535,text | |
| blip,"1,098,759",0.202,26,42259,vision | |
| convbert,"1,089,054",0.2,62,17565,text | |
| mbart,"1,028,049",0.189,781,1316,text | |
| gpt_neo,"935,367",0.172,606,1543,text | |
| fnet,"878,609",0.161,45,19524,text | |
| pegasus,"796,568",0.146,561,1419,text | |
| m2m_100,"760,707",0.13999999999999999,343,2217,text | |
| whisper,"587,042",0.108,2374,247,audio | |
| yolos,"506,156",0.093,33,15338,text | |
| blenderbot,"484,903",0.089,42,11545,text | |
| beit,"483,019",0.089,143,3377,vision | |
| mt5,"425,027",0.078,1889,225,text | |
| dpr,"424,413",0.078,102,4160,text | |
| layoutlmv2,"374,113",0.06899999999999999,148,2527,vision | |
| codegen,"370,406",0.068,107,3461,text | |
| vit_mae,"319,535",0.059000000000000004,15,21302,text | |
| mobilebert,"266,354",0.049,250,1065,text | |
| dpt,"266,212",0.049,11,24201,vision | |
| segformer,"263,305",0.048,340,774,vision | |
| xlm,"251,047",0.046,33,7607,text | |
| encoder-decoder,"251,482",0.046,366,687,text | |
| detr,"243,186",0.045,197,1234,text | |
| flaubert,"238,210",0.044000000000000004,62,3842,text | |
| blip-2,"237,541",0.044000000000000004,19,12502,vision | |
| roformer,"232,745",0.043,35,6649,text | |
| wavlm,"226,433",0.042,104,2177,audio | |
| led,"226,696",0.042,188,1205,text | |
| xlnet,"224,311",0.041,222,1010,text | |
| longt5,"223,727",0.041,107,2090,text | |
| esm,"217,735",0.04,158,1378,text | |
| swin,"194,074",0.036000000000000004,365,531,vision | |
| trocr,"182,495",0.033,21,8690,text | |
| squeezebert,"182,466",0.033,31,5886,text | |
| data2vec-text,"167,954",0.031,29,5791,text | |
| speech_to_text,"163,350",0.03,31,5269,audio | |
| ibert,"156,301",0.029,21,7442,text | |
| fsmt,"147,059",0.027,34,4325,text | |
| deit,"149,154",0.027,20,7457,vision | |
| luke,"140,660",0.026,57,2467,text | |
| data2vec-audio,"143,725",0.026,32,4491,audio | |
| mobilevit,"134,722",0.025,22,6123,vision | |
| vilt,"128,734",0.024,18,7151,vision | |
| audio-spectrogram-transformer,"131,279",0.024,41,3201,audio | |
| nystromformer,"115,064",0.021,26,4425,text | |
| table-transformer,"108,977",0.02,17,6410,text | |
| openai-gpt,"99,305",0.018000000000000002,15,6620,text | |
| unispeech-sat,"90,486",0.017,83,1090,audio | |
| mobilenet_v2,"91,853",0.017,20,4592,vision | |
| ernie,"92,352",0.017,66,1399,text | |
| owlvit,"85,901",0.016,9,9544,text | |
| mobilenet_v1,"87,185",0.016,9,9687,vision | |
| markuplm,"86,473",0.016,20,4323,text | |
| data2vec-vision,"85,526",0.016,12,7127,vision | |
| tapas,"82,333",0.015,81,1016,vision | |
| poolformer,"80,659",0.015,9,8962,vision | |
| levit,"83,588",0.015,14,5970,vision | |
| upernet,"75,444",0.013999999999999999,11,6858,vision | |
| mask2former,"74,577",0.013999999999999999,45,1657,text | |
| big_bird,"76,278",0.013999999999999999,189,403,text | |
| wav2vec2-conformer,"63,120",0.012,32,1972,audio | |
| glpn,"64,422",0.012,43,1498,text | |
| clap,"63,740",0.012,8,7967,text | |
| bigbird_pegasus,"66,076",0.012,29,2278,text | |
| unispeech,"58,543",0.011000000000000001,124,472,audio | |
| sew-d,"57,555",0.011000000000000001,25,2302,audio | |
| sew,"57,960",0.011000000000000001,18,3220,audio | |
| xclip,"54,132",0.01,20,2706,text | |
| biogpt,"54,778",0.01,41,1336,text | |
| xglm,"47,064",0.009000000000000001,114,412,text | |
| git,"47,963",0.009000000000000001,59,812,text | |
| prophetnet,"43,620",0.008,24,1817,text | |
| oneformer,"41,807",0.008,11,3800,text | |
| bert-generation,"42,579",0.008,2,21289,text | |
| rag,"38,476",0.006999999999999999,16,2404,text | |
| pix2struct,"36,610",0.006999999999999999,28,1307,text | |
| canine,"37,324",0.006999999999999999,133,280,text | |
| timesformer,"30,762",0.006,21,1464,text | |
| splinter,"33,123",0.006,34,974,text | |
| rembert,"31,605",0.006,28,1128,text | |
| regnet,"31,619",0.006,39,810,vision | |
| plbart,"33,739",0.006,78,432,text | |
| perceiver,"32,730",0.006,36,909,vision | |
| blenderbot-small,"31,885",0.006,19,1678,text | |
| speecht5,"25,043",0.005,44,569,audio | |
| mvp,"26,596",0.005,28,949,text | |
| maskformer,"24,573",0.005,50,491,vision | |
| lilt,"28,386",0.005,71,399,text | |
| visual_bert,"21,964",0.004,17,1292,text | |
| videomae,"19,931",0.004,96,207,text | |
| transfo-xl,"20,297",0.004,18,1127,text | |
| switch_transformers,"22,288",0.004,26,857,text | |
| swinv2,"22,398",0.004,40,559,vision | |
| pegasus_x,"19,544",0.004,26,751,text | |
| imagegpt,"20,640",0.004,11,1876,vision | |
| funnel,"20,534",0.004,47,436,text | |
| ctrl,"23,453",0.004,31,756,text | |
| vit_msn,"17,382",0.003,10,1738,vision | |
| roc_bert,"15,656",0.003,21,745,text | |
| retribert,"14,873",0.003,2,7436,text | |
| lxmert,"14,002",0.003,16,875,text | |
| groupvit,"15,054",0.003,6,2509,text | |
| donut-swin,"16,040",0.003,3,5346,text | |
| bridgetower,"15,180",0.003,5,3036,text | |
| xmod,"11,431",0.002,26,439,text | |
| xlm-roberta-xl,"12,109",0.002,23,526,text | |
| speech-encoder-decoder,"11,920",0.002,180,66,audio | |
| roberta-prelayernorm,"9,207",0.002,27,341,text | |
| reformer,"12,316",0.002,20,615,text | |
| megatron-bert,"10,543",0.002,49,215,text | |
| gpt_neox_japanese,"9,215",0.002,5,1843,text | |
| flava,"9,191",0.002,6,1531,text | |
| deformable_detr,"12,602",0.002,11,1145,text | |
| cvt,"10,811",0.002,17,635,vision | |
| chinese_clip,"12,187",0.002,8,1523,vision | |
| yoso,"7,796",0.001,19,410,text | |
| swin2sr,"6,515",0.001,9,723,text | |
| realm,"7,389",0.001,10,738,text | |
| nezha,"5,711",0.001,20,285,text | |
| mgp-str,"4,362",0.001,3,1454,text | |
| efficientnet,"5,417",0.001,16,338,vision | |
| deta,"2,770",0.001,11,251,text | |
| decision_transformer,"3,654",0.001,48,76,text | |
| convnextv2,"4,762",0.001,25,190,vision | |
| conditional_detr,"3,251",0.001,9,361,text | |
| altclip,"2,845",0.001,5,569,vision | |
| align,"3,984",0.001,4,996,vision | |
| xlm-prophetnet,689,0.0,10,68,text | |
| vit_hybrid,0,0.0,0,0,vision | |
| vision-text-dual-encoder,"1,522",0.0,28,54,text | |
| van,"2,137",0.0,10,213,vision | |
| tvlt,"1,167",0.0,6,194,text | |
| trajectory_transformer,363,0.0,16,22,text | |
| time_series_transformer,"1,192",0.0,4,298,text | |
| speech_to_text_2,0,0.0,0,0,text | |
| qdqbert,0,0.0,0,0,text | |
| nat,434,0.0,10,43,vision | |
| mctct,"2,145",0.0,10,214,audio | |
| maskformer-swin,0,0.0,0,0,vision | |
| jukebox,"1,144",0.0,6,190,text | |
| informer,745,0.0,1,745,text | |
| graphormer,"1,058",0.0,3,352,text | |
| gptsan-japanese,"1,753",0.0,3,584,text | |
| gpt-sw3,0,0.0,0,0,text | |
| ernie_m,"2,124",0.0,20,106,text | |
| efficientformer,"2,033",0.0,9,225,vision | |
| dinat,431,0.0,13,33,vision | |
| bit,"1,856",0.0,7,265,vision | |