| model_names,num_downloads,%_of_all_downloads,num_models,download_per_model,modality | |
| bert,"99,518,065",24.371000000000002,19723,5045,text | |
| distilbert,"48,676,721",11.92,7065,6889,text | |
| wav2vec2,"46,021,330",11.27,5078,9062,audio | |
| roberta,"35,094,704",8.594,7085,4953,text | |
| xlm-roberta,"30,974,594",7.585,3274,9460,text | |
| gpt2,"26,995,926",6.611000000000001,10243,2635,text | |
| clip,"21,989,134",5.385,93,236442,vision | |
| t5,"15,230,822",3.73,6042,2520,text | |
| layoutlmv3,"9,896,983",2.424,214,46247,vision | |
| bart,"9,025,683",2.21,2587,3488,text | |
| marian,"7,205,212",1.764,2188,3293,text | |
| albert,"4,735,788",1.16,863,5487,text | |
| electra,"4,717,988",1.155,1220,3867,text | |
| layoutlm,"3,687,830",0.903,114,32349,vision | |
| mpnet,"3,629,434",0.889,522,6952,text | |
| longformer,"2,456,763",0.602,238,10322,text | |
| camembert,"2,345,760",0.5740000000000001,600,3909,text | |
| mbart,"2,175,103",0.5329999999999999,744,2923,text | |
| vit,"1,947,406",0.477,1006,1935,vision | |
| bloom,"1,641,377",0.402,286,5739,text | |
| vision-encoder-decoder,"1,452,816",0.356,472,3078,vision | |
| gptj,"1,447,252",0.35400000000000004,341,4244,text | |
| deberta,"1,319,608",0.32299999999999995,298,4428,text | |
| pegasus,"1,282,840",0.314,507,2530,text | |
| deberta-v2,"1,271,599",0.311,612,2077,text | |
| opt,"1,200,248",0.294,331,3626,text | |
| gpt_neo,"1,131,063",0.27699999999999997,490,2308,text | |
| convbert,"1,025,943",0.251,62,16547,text | |
| openai-gpt,"995,166",0.244,15,66344,text | |
| hubert,"966,319",0.23700000000000002,158,6115,audio | |
| m2m_100,"942,135",0.231,317,2972,text | |
| wavlm,"898,557",0.22,98,9168,audio | |
| fnet,"762,848",0.187,42,18163,text | |
| dpr,"752,184",0.184,100,7521,text | |
| big_bird,"685,173",0.168,184,3723,text | |
| codegen,"624,133",0.153,90,6934,text | |
| gpt_neox,"610,276",0.149,262,2329,text | |
| table-transformer,"596,416",0.146,16,37276,text | |
| llama,"593,904",0.145,266,2232,text | |
| blenderbot,"555,313",0.136,38,14613,text | |
| mt5,"489,941",0.12,1695,289,text | |
| whisper,"479,470",0.117,1999,239,audio | |
| resnet,"468,827",0.11499999999999999,117,4007,vision | |
| layoutlmv2,"396,893",0.097,134,2961,vision | |
| xlnet,"381,515",0.093,211,1808,text | |
| yolos,"371,200",0.091,29,12800,text | |
| segformer,"324,455",0.079,263,1233,vision | |
| beit,"312,597",0.077,131,2386,vision | |
| blip,"305,488",0.075,21,14547,vision | |
| mobilebert,"299,730",0.073,249,1203,text | |
| xlm,"281,061",0.06899999999999999,33,8517,text | |
| detr,"283,413",0.06899999999999999,156,1816,text | |
| flaubert,"277,913",0.068,56,4962,text | |
| roformer,"274,458",0.067,35,7841,text | |
| esm,"258,614",0.063,125,2068,text | |
| encoder-decoder,"258,298",0.063,349,740,text | |
| fsmt,"219,823",0.054,34,6465,text | |
| vit_mae,"214,981",0.053,11,19543,text | |
| data2vec-text,"216,794",0.053,29,7475,text | |
| squeezebert,"208,504",0.051000000000000004,28,7446,text | |
| longt5,"196,699",0.048,87,2260,text | |
| ibert,"186,001",0.046,20,9300,text | |
| clipseg,"184,759",0.045,5,36951,vision | |
| swin,"168,191",0.041,306,549,vision | |
| funnel,"160,718",0.039,47,3419,text | |
| deit,"157,716",0.039,20,7885,vision | |
| audio-spectrogram-transformer,"159,232",0.039,26,6124,audio | |
| led,"145,885",0.036000000000000004,169,863,text | |
| ernie,"148,734",0.036000000000000004,61,2438,text | |
| trocr,"144,474",0.034999999999999996,16,9029,text | |
| nystromformer,"133,877",0.033,26,5149,text | |
| data2vec-audio,"135,937",0.033,31,4385,audio | |
| dpt,"117,899",0.029,11,10718,vision | |
| convnext,"118,769",0.029,113,1051,vision | |
| data2vec-vision,"105,968",0.026,12,8830,vision | |
| unispeech-sat,"101,529",0.025,82,1238,audio | |
| mobilenet_v2,"102,828",0.025,19,5412,vision | |
| levit,"100,662",0.025,14,7190,vision | |
| poolformer,"96,288",0.024,9,10698,vision | |
| mobilevit,"96,180",0.024,21,4580,vision | |
| mobilenet_v1,"98,891",0.024,9,10987,vision | |
| speech_to_text,"84,456",0.021,31,2724,audio | |
| bigbird_pegasus,"80,371",0.02,31,2592,text | |
| vilt,"75,963",0.019,18,4220,vision | |
| owlvit,"70,626",0.017,9,7847,text | |
| tapas,"65,549",0.016,81,809,vision | |
| blip-2,"64,499",0.016,16,4031,vision | |
| wav2vec2-conformer,"59,854",0.015,31,1930,audio | |
| unispeech,"56,902",0.013999999999999999,124,458,audio | |
| sew-d,"54,243",0.013,25,2169,audio | |
| sew,"54,243",0.013,18,3013,audio | |
| rembert,"52,110",0.013,28,1861,text | |
| markuplm,"52,871",0.013,14,3776,text | |
| glpn,"51,284",0.013,43,1192,text | |
| xclip,"50,187",0.012,20,2509,text | |
| git,"48,460",0.012,45,1076,text | |
| xglm,"44,404",0.011000000000000001,102,435,text | |
| prophetnet,"45,161",0.011000000000000001,24,1881,text | |
| plbart,"45,922",0.011000000000000001,77,596,text | |
| perceiver,"43,082",0.011000000000000001,36,1196,vision | |
| splinter,"40,102",0.01,34,1179,text | |
| mvp,"40,976",0.01,27,1517,text | |
| mask2former,"42,799",0.01,43,995,text | |
| biogpt,"39,165",0.01,30,1305,text | |
| timesformer,"37,589",0.009000000000000001,21,1789,text | |
| vit_msn,"31,574",0.008,10,3157,vision | |
| switch_transformers,"30,653",0.008,26,1178,text | |
| blenderbot-small,"34,034",0.008,16,2127,text | |
| roc_bert,"27,911",0.006999999999999999,21,1329,text | |
| rag,"27,573",0.006999999999999999,16,1723,text | |
| pegasus_x,"29,730",0.006999999999999999,17,1748,text | |
| luke,"30,560",0.006999999999999999,56,545,text | |
| upernet,"25,051",0.006,11,2277,vision | |
| megatron-bert,"23,387",0.006,44,531,text | |
| maskformer,"22,932",0.006,37,619,vision | |
| ctrl,"23,354",0.006,30,778,text | |
| canine,"24,254",0.006,76,319,text | |
| bert-generation,"25,476",0.006,2,12738,text | |
| swinv2,"18,728",0.005,37,506,vision | |
| regnet,"21,978",0.005,39,563,vision | |
| pix2struct,"21,740",0.005,26,836,text | |
| lilt,"21,754",0.005,60,362,text | |
| imagegpt,"20,220",0.005,11,1838,vision | |
| groupvit,"19,502",0.005,6,3250,text | |
| donut-swin,"19,199",0.005,3,6399,text | |
| xlm-roberta-xl,"14,955",0.004,23,650,text | |
| videomae,"18,312",0.004,74,247,text | |
| transfo-xl,"18,277",0.004,18,1015,text | |
| speecht5,"14,479",0.004,7,2068,audio | |
| reformer,"15,533",0.004,20,776,text | |
| nezha,"15,812",0.004,20,790,text | |
| lxmert,"17,808",0.004,16,1113,text | |
| cvt,"16,082",0.004,15,1072,vision | |
| retribert,"10,411",0.003,2,5205,text | |
| deformable_detr,"11,297",0.003,11,1027,text | |
| yoso,"9,974",0.002,19,524,text | |
| visual_bert,"7,275",0.002,17,427,text | |
| swin2sr,"8,123",0.002,9,902,text | |
| speech-encoder-decoder,"8,982",0.002,180,49,audio | |
| roberta-prelayernorm,"9,103",0.002,27,337,text | |
| gpt_neox_japanese,"7,049",0.002,5,1409,text | |
| flava,"8,718",0.002,6,1453,text | |
| chinese_clip,"8,407",0.002,6,1401,vision | |
| xmod,"5,504",0.001,26,211,text | |
| van,"4,145",0.001,10,414,vision | |
| tvlt,"2,483",0.001,6,413,text | |
| realm,"3,044",0.001,10,304,text | |
| oneformer,"5,831",0.001,11,530,text | |
| mctct,"4,030",0.001,10,403,audio | |
| ernie_m,"2,660",0.001,20,133,text | |
| efficientformer,"2,102",0.001,9,233,vision | |
| conditional_detr,"4,820",0.001,6,803,text | |
| clap,"5,057",0.001,6,842,text | |
| bridgetower,"4,448",0.001,5,889,text | |
| xlm-prophetnet,450,0.0,10,45,text | |
| vit_hybrid,0,0.0,0,0,vision | |
| vision-text-dual-encoder,"1,106",0.0,27,40,text | |
| trajectory_transformer,284,0.0,16,17,text | |
| time_series_transformer,"1,535",0.0,4,383,text | |
| speech_to_text_2,0,0.0,0,0,text | |
| qdqbert,0,0.0,0,0,text | |
| nat,481,0.0,10,48,vision | |
| mgp-str,273,0.0,3,91,text | |
| maskformer-swin,0,0.0,0,0,vision | |
| jukebox,"1,309",0.0,6,218,text | |
| informer,409,0.0,1,409,text | |
| graphormer,366,0.0,2,183,text | |
| gptsan-japanese,837,0.0,3,279,text | |
| gpt-sw3,0,0.0,0,0,text | |
| efficientnet,"1,431",0.0,16,89,vision | |
| dinat,424,0.0,13,32,vision | |
| deta,"1,377",0.0,10,137,text | |
| decision_transformer,"1,683",0.0,48,35,text | |
| convnextv2,"1,249",0.0,26,48,vision | |
| bit,"1,850",0.0,7,264,vision | |
| altclip,"1,657",0.0,4,414,vision | |
| align,"1,572",0.0,4,393,vision | |