| model_names,num_downloads,%_of_all_downloads,num_models,download_per_model,modality | |
| bert,"138,298,505",26.817,25592,5403,text | |
| wav2vec2,"69,361,400",13.450000000000001,5986,11587,audio | |
| roberta,"48,200,123",9.346,9628,5006,text | |
| clip,"28,253,128",5.478000000000001,177,159622,vision | |
| distilbert,"24,492,789",4.749,10394,2356,text | |
| xlm-roberta,"22,561,331",4.375,4495,5019,text | |
| t5,"21,140,838",4.099,9145,2311,text | |
| gpt2,"21,120,156",4.095,13144,1606,text | |
| deberta-v2,"16,496,131",3.199,933,17680,text | |
| bart,"11,154,009",2.163,3312,3367,text | |
| llama,"8,955,399",1.737,3392,2640,text | |
| albert,"8,932,472",1.7319999999999998,1097,8142,text | |
| deberta,"7,825,617",1.517,437,17907,text | |
| vit,"7,649,404",1.4829999999999999,2061,3711,vision | |
| layoutlmv3,"7,020,014",1.361,416,16875,vision | |
| mpnet,"6,065,952",1.176,1065,5695,text | |
| electra,"4,948,435",0.96,1384,3575,text | |
| marian,"4,724,062",0.9159999999999999,2623,1801,text | |
| camembert,"4,198,201",0.814,795,5280,text | |
| layoutlm,"3,661,196",0.7100000000000001,169,21663,vision | |
| bloom,"3,396,028",0.659,543,6254,text | |
| longformer,"3,186,786",0.618,312,10214,text | |
| resnet,"3,080,618",0.597,231,13336,vision | |
| vision-encoder-decoder,"2,580,628",0.5,942,2739,vision | |
| opt,"2,526,389",0.49,544,4644,text | |
| detr,"1,786,652",0.346,323,5531,text | |
| hubert,"1,756,409",0.34099999999999997,364,4825,audio | |
| gpt_neo,"1,657,374",0.321,886,1870,text | |
| convbert,"1,640,137",0.318,64,25627,text | |
| esm,"1,531,374",0.297,246,6225,text | |
| gpt_neox,"1,501,328",0.291,1064,1411,text | |
| gptj,"1,405,892",0.27299999999999996,495,2840,text | |
| mbart,"1,280,915",0.248,1408,909,text | |
| blip,"1,238,304",0.24,72,17198,vision | |
| fnet,"1,231,953",0.23900000000000002,45,27376,text | |
| m2m_100,"960,486",0.186,383,2507,text | |
| beit,"952,590",0.185,197,4835,vision | |
| blenderbot,"920,012",0.178,47,19574,text | |
| yolos,"869,584",0.169,56,15528,text | |
| pegasus,"794,748",0.154,633,1255,text | |
| whisper,"785,097",0.152,3167,247,audio | |
| codegen,"701,942",0.136,138,5086,text | |
| mt5,"684,986",0.133,2198,311,text | |
| vilt,"597,695",0.116,32,18677,vision | |
| flaubert,"569,475",0.11,77,7395,text | |
| trocr,"546,537",0.106,22,24842,text | |
| segformer,"549,047",0.106,435,1262,vision | |
| mobilebert,"523,904",0.10200000000000001,260,2015,text | |
| convnextv2,"446,595",0.087,43,10385,vision | |
| wavlm,"427,803",0.083,119,3594,audio | |
| roformer,"411,402",0.08,39,10548,text | |
| longt5,"404,985",0.079,182,2225,text | |
| xlm,"400,982",0.078,34,11793,text | |
| table-transformer,"370,859",0.07200000000000001,23,16124,text | |
| blip-2,"372,874",0.07200000000000001,43,8671,vision | |
| layoutlmv2,"357,551",0.06899999999999999,162,2207,vision | |
| encoder-decoder,"355,651",0.06899999999999999,392,907,text | |
| dpr,"322,994",0.063,109,2963,text | |
| xlnet,"315,364",0.061,261,1208,text | |
| swin,"310,587",0.06,479,648,vision | |
| openai-gpt,"286,682",0.055999999999999994,17,16863,text | |
| squeezebert,"252,381",0.049,32,7886,text | |
| speech_to_text,"249,216",0.048,33,7552,audio | |
| data2vec-text,"242,303",0.047,29,8355,text | |
| owlvit,"234,692",0.046,10,23469,text | |
| ibert,"229,714",0.045,25,9188,text | |
| git,"217,422",0.042,95,2288,text | |
| dpt,"216,980",0.042,11,19725,vision | |
| audio-spectrogram-transformer,"216,713",0.042,134,1617,audio | |
| clipseg,"213,273",0.041,5,42654,vision | |
| deit,"204,405",0.04,25,8176,vision | |
| fsmt,"189,194",0.037,36,5255,text | |
| nystromformer,"183,809",0.036000000000000004,26,7069,text | |
| data2vec-audio,"171,237",0.033,35,4892,audio | |
| mobilenet_v2,"167,531",0.032,31,5404,vision | |
| mobilenet_v1,"153,202",0.03,10,15320,vision | |
| convnext,"148,218",0.029,156,950,vision | |
| poolformer,"138,609",0.027,9,15401,vision | |
| mobilevit,"137,514",0.027,44,3125,vision | |
| unispeech-sat,"136,281",0.026,85,1603,audio | |
| luke,"127,127",0.025,54,2354,text | |
| levit,"127,867",0.025,15,8524,vision | |
| data2vec-vision,"123,634",0.024,12,10302,vision | |
| wav2vec2-conformer,"114,566",0.022000000000000002,35,3273,audio | |
| sew,"112,413",0.022000000000000002,18,6245,audio | |
| markuplm,"104,574",0.02,22,4753,text | |
| unispeech,"93,750",0.018000000000000002,124,756,audio | |
| sew-d,"91,152",0.018000000000000002,25,3646,audio | |
| mask2former,"88,465",0.017,63,1404,text | |
| led,"86,143",0.017,241,357,text | |
| vit_mae,"84,280",0.016,21,4013,text | |
| tapas,"82,774",0.016,82,1009,vision | |
| switch_transformers,"76,605",0.015,27,2837,text | |
| pix2struct,"71,461",0.013999999999999999,44,1624,text | |
| vit_msn,"66,440",0.013,10,6644,vision | |
| big_bird,"66,877",0.013,253,264,text | |
| ernie,"60,518",0.012,69,877,text | |
| bigbird_pegasus,"62,327",0.012,44,1416,text | |
| xglm,"58,671",0.011000000000000001,129,454,text | |
| prophetnet,"58,245",0.011000000000000001,28,2080,text | |
| perceiver,"55,676",0.011000000000000001,37,1504,vision | |
| upernet,"45,159",0.009000000000000001,13,3473,vision | |
| mgp-str,"48,166",0.009000000000000001,4,12041,text | |
| imagegpt,"47,867",0.009000000000000001,11,4351,vision | |
| blenderbot-small,"45,978",0.009000000000000001,19,2419,text | |
| biogpt,"44,411",0.009000000000000001,50,888,text | |
| xclip,"42,884",0.008,20,2144,text | |
| videomae,"38,963",0.008,200,194,text | |
| splinter,"39,318",0.008,34,1156,text | |
| plbart,"36,241",0.006999999999999999,87,416,text | |
| mvp,"34,041",0.006999999999999999,28,1215,text | |
| lilt,"37,457",0.006999999999999999,96,390,text | |
| cvt,"33,809",0.006999999999999999,18,1878,vision | |
| speecht5,"32,796",0.006,301,108,audio | |
| regnet,"30,440",0.006,40,761,vision | |
| rag,"33,055",0.006,16,2065,text | |
| pegasus_x,"31,197",0.006,48,649,text | |
| glpn,"31,565",0.006,58,544,text | |
| rembert,"25,062",0.005,28,895,text | |
| oneformer,"24,500",0.005,11,2227,text | |
| chinese_clip,"23,505",0.005,8,2938,vision | |
| visual_bert,"18,408",0.004,18,1022,text | |
| timesformer,"20,621",0.004,24,859,text | |
| donut-swin,"20,087",0.004,3,6695,text | |
| xmod,"13,827",0.003,26,531,text | |
| swinv2,"14,252",0.003,67,212,vision | |
| roc_bert,"16,968",0.003,21,808,text | |
| megatron-bert,"13,225",0.003,56,236,text | |
| maskformer,"17,096",0.003,62,275,vision | |
| groupvit,"14,978",0.003,6,2496,text | |
| funnel,"14,419",0.003,49,294,text | |
| decision_transformer,"14,321",0.003,126,113,text | |
| ctrl,"15,618",0.003,32,488,text | |
| clap,"15,769",0.003,9,1752,text | |
| bert-generation,"17,465",0.003,2,8732,text | |
| xlm-prophetnet,"7,906",0.002,11,718,text | |
| transfo-xl,"11,797",0.002,19,620,text | |
| reformer,"8,074",0.002,20,403,text | |
| lxmert,"8,897",0.002,16,556,text | |
| canine,"9,925",0.002,135,73,text | |
| align,"9,656",0.002,4,2414,vision | |
| yoso,"5,876",0.001,20,293,text | |
| xlm-roberta-xl,"5,168",0.001,24,215,text | |
| speech-encoder-decoder,"7,302",0.001,184,39,audio | |
| roberta-prelayernorm,"4,097",0.001,26,157,text | |
| nezha,"2,812",0.001,20,140,text | |
| gpt_neox_japanese,"5,930",0.001,6,988,text | |
| flava,"5,669",0.001,10,566,text | |
| efficientnet,"3,083",0.001,20,154,vision | |
| deformable_detr,"6,858",0.001,12,571,text | |
| conditional_detr,"4,904",0.001,13,377,text | |
| bridgetower,"7,132",0.001,7,1018,text | |
| altclip,"5,684",0.001,5,1136,vision | |
| vit_hybrid,0,0.0,0,0,vision | |
| vision-text-dual-encoder,788,0.0,35,22,text | |
| van,597,0.0,11,54,vision | |
| tvlt,837,0.0,6,139,text | |
| trajectory_transformer,122,0.0,16,7,text | |
| time_series_transformer,"1,959",0.0,9,217,text | |
| swin2sr,"2,480",0.0,9,275,text | |
| speech_to_text_2,0,0.0,0,0,text | |
| retribert,566,0.0,2,283,text | |
| realm,"1,943",0.0,10,194,text | |
| qdqbert,0,0.0,0,0,text | |
| nat,373,0.0,10,37,vision | |
| mctct,524,0.0,10,52,audio | |
| maskformer-swin,0,0.0,0,0,vision | |
| jukebox,708,0.0,6,118,text | |
| informer,536,0.0,3,178,text | |
| graphormer,"2,557",0.0,5,511,text | |
| gptsan-japanese,897,0.0,3,299,text | |
| gpt-sw3,0,0.0,0,0,text | |
| ernie_m,"1,896",0.0,22,86,text | |
| efficientformer,"1,511",0.0,14,107,vision | |
| dinat,443,0.0,13,34,vision | |
| deta,"2,123",0.0,13,163,text | |
| bit,"1,605",0.0,7,229,vision | |