| model_names,num_downloads,%_of_all_downloads,num_models,download_per_model,modality | |
| bert,"105,346,084",30.043,19023,5537,text | |
| xlm-roberta,"28,872,300",8.234,3007,9601,text | |
| roberta,"28,730,354",8.193999999999999,6886,4172,text | |
| wav2vec2,"25,797,789",7.356999999999999,5030,5128,audio | |
| gpt2,"24,963,695",7.119000000000001,9969,2504,text | |
| clip,"20,842,650",5.944,89,234187,vision | |
| distilbert,"19,493,067",5.559,6801,2866,text | |
| t5,"16,516,787",4.71,5720,2887,text | |
| bart,"9,964,830",2.842,2460,4050,text | |
| layoutlmv3,"8,824,886",2.5170000000000003,195,45255,vision | |
| marian,"7,288,680",2.0789999999999997,2134,3415,text | |
| albert,"4,984,828",1.422,844,5906,text | |
| electra,"4,804,200",1.37,1192,4030,text | |
| layoutlm,"3,487,186",0.9950000000000001,110,31701,vision | |
| mpnet,"3,142,387",0.8959999999999999,501,6272,text | |
| gptj,"2,400,686",0.685,280,8573,text | |
| camembert,"2,338,579",0.6669999999999999,588,3977,text | |
| longformer,"2,159,535",0.616,226,9555,text | |
| vit,"1,791,190",0.511,946,1893,vision | |
| opt,"1,600,766",0.457,308,5197,text | |
| deberta,"1,286,018",0.367,293,4389,text | |
| deberta-v2,"1,272,230",0.363,580,2193,text | |
| mbart,"1,234,399",0.35200000000000004,686,1799,text | |
| pegasus,"1,202,157",0.34299999999999997,492,2443,text | |
| bloom,"1,149,425",0.328,260,4420,text | |
| openai-gpt,"1,025,000",0.292,10,102500,text | |
| vision-encoder-decoder,"996,252",0.28400000000000003,436,2284,vision | |
| gpt_neo,"951,274",0.271,465,2045,text | |
| hubert,"892,905",0.255,154,5798,audio | |
| wavlm,"883,041",0.252,93,9495,audio | |
| convbert,"862,128",0.246,50,17242,text | |
| dpr,"816,713",0.233,93,8781,text | |
| m2m_100,"804,075",0.22899999999999998,302,2662,text | |
| fnet,"632,840",0.18,34,18612,text | |
| blenderbot,"557,780",0.159,35,15936,text | |
| mt5,"536,401",0.153,1620,331,text | |
| gpt_neox,"496,822",0.14200000000000002,215,2310,text | |
| fsmt,"464,087",0.132,30,15469,text | |
| esm,"421,978",0.12,106,3980,text | |
| whisper,"413,663",0.11800000000000001,1859,222,audio | |
| xlnet,"410,147",0.117,202,2030,text | |
| layoutlmv2,"390,654",0.11100000000000002,130,3005,vision | |
| resnet,"383,655",0.109,112,3425,vision | |
| codegen,"377,975",0.108,83,4553,text | |
| beit,"346,412",0.099,124,2793,vision | |
| yolos,"312,902",0.089,24,13037,text | |
| detr,"307,452",0.08800000000000001,143,2150,text | |
| funnel,"290,387",0.083,39,7445,text | |
| ernie,"283,886",0.08099999999999999,49,5793,text | |
| segformer,"268,406",0.077,244,1100,vision | |
| blip,"265,100",0.076,18,14727,vision | |
| mobilebert,"263,279",0.075,238,1106,text | |
| llama,"258,992",0.074,99,2616,text | |
| encoder-decoder,"249,067",0.07100000000000001,330,754,text | |
| xlm,"230,608",0.066,27,8541,text | |
| flaubert,"233,012",0.066,50,4660,text | |
| roformer,"226,476",0.065,28,8088,text | |
| vit_mae,"215,214",0.061,8,26901,text | |
| longt5,"209,955",0.06,74,2837,text | |
| visual_bert,"207,815",0.059000000000000004,15,13854,text | |
| clipseg,"201,330",0.056999999999999995,4,50332,vision | |
| data2vec-text,"184,385",0.053,22,8381,text | |
| squeezebert,"179,850",0.051000000000000004,22,8175,text | |
| ibert,"158,078",0.045,14,11291,text | |
| swin,"152,086",0.043,294,517,vision | |
| led,"145,694",0.042,161,904,text | |
| audio-spectrogram-transformer,"135,763",0.039,23,5902,audio | |
| deit,"131,568",0.038,15,8771,vision | |
| trocr,"128,203",0.037,16,8012,text | |
| owlvit,"121,123",0.034999999999999996,7,17303,text | |
| nystromformer,"111,882",0.032,20,5594,text | |
| data2vec-audio,"107,649",0.031,27,3987,audio | |
| maskformer,"100,920",0.029,33,3058,vision | |
| dpt,"101,885",0.029,8,12735,vision | |
| convnext,"101,014",0.029,112,901,vision | |
| big_bird,"95,341",0.027,176,541,text | |
| bigbird_pegasus,"92,244",0.026,26,3547,text | |
| data2vec-vision,"89,286",0.025,9,9920,vision | |
| unispeech-sat,"84,295",0.024,77,1094,audio | |
| table-transformer,"85,163",0.024,13,6551,text | |
| mobilevit,"82,584",0.024,17,4857,vision | |
| mobilenet_v2,"83,433",0.024,14,5959,vision | |
| levit,"81,887",0.023,11,7444,vision | |
| poolformer,"78,370",0.022000000000000002,7,11195,vision | |
| mobilenet_v1,"77,312",0.022000000000000002,6,12885,vision | |
| plbart,"68,051",0.019,72,945,text | |
| speech_to_text,"62,874",0.018000000000000002,29,2168,audio | |
| vilt,"59,300",0.017,16,3706,vision | |
| tapas,"60,841",0.017,71,856,vision | |
| mvp,"56,522",0.016,22,2569,text | |
| wav2vec2-conformer,"51,779",0.015,26,1991,audio | |
| rembert,"53,231",0.015,21,2534,text | |
| git,"51,705",0.015,34,1520,text | |
| xglm,"48,438",0.013999999999999999,52,931,text | |
| unispeech,"47,995",0.013999999999999999,120,399,audio | |
| sew-d,"44,550",0.013,22,2025,audio | |
| sew,"44,584",0.013,15,2972,audio | |
| blip-2,"44,322",0.013,11,4029,vision | |
| perceiver,"42,014",0.012,30,1400,vision | |
| timesformer,"40,321",0.011000000000000001,19,2122,text | |
| switch_transformers,"38,702",0.011000000000000001,24,1612,text | |
| prophetnet,"39,485",0.011000000000000001,21,1880,text | |
| pegasus_x,"37,218",0.011000000000000001,14,2658,text | |
| mask2former,"38,413",0.011000000000000001,41,936,text | |
| blenderbot-small,"39,072",0.011000000000000001,13,3005,text | |
| biogpt,"38,750",0.011000000000000001,22,1761,text | |
| megatron-bert,"33,586",0.01,35,959,text | |
| luke,"34,288",0.01,50,685,text | |
| splinter,"31,074",0.009000000000000001,31,1002,text | |
| markuplm,"33,080",0.009000000000000001,10,3308,text | |
| lxmert,"30,367",0.009000000000000001,13,2335,text | |
| ctrl,"29,362",0.008,27,1087,text | |
| vit_msn,"23,016",0.006999999999999999,8,2877,vision | |
| rag,"26,175",0.006999999999999999,16,1635,text | |
| xclip,"22,635",0.006,19,1191,text | |
| transfo-xl,"20,691",0.006,15,1379,text | |
| roc_bert,"20,415",0.006,13,1570,text | |
| reformer,"20,261",0.006,16,1266,text | |
| nezha,"22,168",0.006,12,1847,text | |
| groupvit,"20,995",0.006,5,4199,text | |
| glpn,"20,712",0.006,41,505,text | |
| canine,"20,060",0.006,40,501,text | |
| xlm-roberta-xl,"18,071",0.005,16,1129,text | |
| videomae,"16,006",0.005,67,238,text | |
| upernet,"17,227",0.005,10,1722,vision | |
| regnet,"19,211",0.005,37,519,vision | |
| lilt,"16,424",0.005,51,322,text | |
| imagegpt,"16,654",0.005,8,2081,vision | |
| flava,"17,196",0.005,4,4299,text | |
| donut-swin,"18,139",0.005,2,9069,text | |
| cvt,"17,934",0.005,13,1379,vision | |
| bert-generation,"18,397",0.005,2,9198,text | |
| yoso,"12,808",0.004,13,985,text | |
| swinv2,"14,904",0.004,33,451,vision | |
| deformable_detr,"13,378",0.004,9,1486,text | |
| swin2sr,"8,898",0.003,8,1112,text | |
| speecht5,"11,339",0.003,6,1889,audio | |
| speech-encoder-decoder,"9,227",0.003,179,51,audio | |
| retribert,"11,703",0.003,2,5851,text | |
| xmod,"8,538",0.002,19,449,text | |
| oneformer,"5,867",0.002,9,651,text | |
| gpt_neox_japanese,"7,733",0.002,3,2577,text | |
| conditional_detr,"6,227",0.002,4,1556,text | |
| chinese_clip,"7,694",0.002,5,1538,vision | |
| van,"5,062",0.001,8,632,vision | |
| tvlt,"2,944",0.001,4,736,text | |
| roberta-prelayernorm,"3,457",0.001,20,172,text | |
| realm,"2,079",0.001,10,207,text | |
| mctct,"4,911",0.001,8,613,audio | |
| jukebox,"1,759",0.001,6,293,text | |
| clap,"3,426",0.001,4,856,text | |
| bridgetower,"2,567",0.001,5,513,text | |
| altclip,"1,815",0.001,3,605,vision | |
| xlm-prophetnet,408,0.0,10,40,text | |
| vit_hybrid,0,0.0,0,0,vision | |
| vision-text-dual-encoder,"1,069",0.0,26,41,text | |
| trajectory_transformer,235,0.0,16,14,text | |
| time_series_transformer,"1,262",0.0,4,315,text | |
| speech_to_text_2,0,0.0,0,0,text | |
| qdqbert,0,0.0,0,0,text | |
| pix2struct,"1,219",0.0,19,64,text | |
| nat,412,0.0,7,58,vision | |
| mgp-str,212,0.0,2,106,text | |
| maskformer-swin,0,0.0,0,0,vision | |
| informer,230,0.0,1,230,text | |
| graphormer,364,0.0,2,182,text | |
| gptsan-japanese,695,0.0,2,347,text | |
| gpt-sw3,0,0.0,0,0,text | |
| ernie_m,"1,255",0.0,14,89,text | |
| efficientnet,"1,026",0.0,14,73,vision | |
| efficientformer,713,0.0,6,118,vision | |
| dinat,387,0.0,10,38,vision | |
| deta,745,0.0,8,93,text | |
| decision_transformer,"1,246",0.0,48,25,text | |
| convnextv2,725,0.0,23,31,vision | |
| bit,734,0.0,4,183,vision | |
| align,"1,542",0.0,3,514,vision | |