| model_names,num_downloads,%_of_all_downloads,num_models,download_per_model,modality | |
| bert,"145,848,265",41.327000000000005,18310,7965,text | |
| xlm-roberta,"26,305,472",7.454,2826,9308,text | |
| gpt2,"25,126,563",7.12,9644,2605,text | |
| roberta,"22,735,133",6.442,6662,3412,text | |
| distilbert,"21,169,629",5.9990000000000006,6446,3284,text | |
| t5,"18,854,722",5.343,5349,3524,text | |
| clip,"16,286,572",4.614999999999999,86,189378,vision | |
| bart,"10,190,854",2.888,2352,4332,text | |
| layoutlmv3,"7,473,381",2.118,185,40396,vision | |
| marian,"6,885,291",1.951,2077,3315,text | |
| albert,"5,622,605",1.593,819,6865,text | |
| wav2vec2,"5,437,157",1.541,4933,1102,audio | |
| electra,"4,452,142",1.262,1174,3792,text | |
| mpnet,"2,884,124",0.8170000000000001,497,5803,text | |
| vit,"2,294,461",0.65,871,2634,vision | |
| gptj,"2,184,197",0.619,241,9063,text | |
| layoutlm,"1,972,506",0.559,100,19725,vision | |
| camembert,"1,881,063",0.5329999999999999,567,3317,text | |
| deberta-v2,"1,697,380",0.481,571,2972,text | |
| deberta,"1,496,195",0.424,288,5195,text | |
| longformer,"1,440,359",0.40800000000000003,218,6607,text | |
| opt,"1,414,779",0.40099999999999997,294,4812,text | |
| pegasus,"1,046,390",0.297,481,2175,text | |
| vision-encoder-decoder,"984,656",0.27899999999999997,406,2425,vision | |
| dpr,"959,185",0.272,93,10313,text | |
| gpt_neo,"841,664",0.23800000000000002,434,1939,text | |
| bloom,"671,308",0.19,225,2983,text | |
| convbert,"656,318",0.186,48,13673,text | |
| openai-gpt,"649,795",0.184,9,72199,text | |
| m2m_100,"638,882",0.181,299,2136,text | |
| fsmt,"595,898",0.169,30,19863,text | |
| blenderbot,"517,333",0.147,32,16166,text | |
| fnet,"476,603",0.135,33,14442,text | |
| layoutlmv2,"434,599",0.123,127,3422,vision | |
| gpt_neox,"433,324",0.123,181,2394,text | |
| mbart,"431,362",0.122,613,703,text | |
| mt5,"411,022",0.116,1633,251,text | |
| visual_bert,"388,208",0.11,15,25880,text | |
| hubert,"362,539",0.10300000000000001,150,2416,audio | |
| beit,"325,698",0.092,118,2760,vision | |
| detr,"300,681",0.08499999999999999,111,2708,text | |
| resnet,"297,368",0.084,106,2805,vision | |
| esm,"288,033",0.082,89,3236,text | |
| ernie,"290,985",0.082,47,6191,text | |
| xlnet,"283,943",0.08,202,1405,text | |
| whisper,"271,537",0.077,1677,161,audio | |
| longt5,"268,565",0.076,71,3782,text | |
| funnel,"252,044",0.07100000000000001,39,6462,text | |
| wavlm,"241,338",0.068,88,2742,audio | |
| mobilebert,"221,164",0.063,237,933,text | |
| segformer,"218,725",0.062,236,926,vision | |
| maskformer,"218,496",0.062,31,7048,vision | |
| encoder-decoder,"220,210",0.062,329,669,text | |
| codegen,"215,490",0.061,81,2660,text | |
| yolos,"200,124",0.056999999999999995,22,9096,text | |
| clipseg,"197,586",0.055999999999999994,3,65862,vision | |
| xlm,"186,530",0.053,27,6908,text | |
| roformer,"184,487",0.052,28,6588,text | |
| flaubert,"176,283",0.05,40,4407,text | |
| data2vec-text,"153,213",0.043,22,6964,text | |
| squeezebert,"149,411",0.042,22,6791,text | |
| led,"133,020",0.038,146,911,text | |
| ibert,"128,916",0.037,14,9208,text | |
| blip,"130,621",0.037,17,7683,vision | |
| swin,"127,029",0.036000000000000004,261,486,vision | |
| bigbird_pegasus,"119,902",0.034,24,4995,text | |
| big_bird,"115,204",0.033,175,658,text | |
| owlvit,"112,809",0.032,7,16115,text | |
| deit,"102,289",0.029,15,6819,vision | |
| vit_mae,"99,393",0.027999999999999997,8,12424,text | |
| nystromformer,"85,130",0.024,20,4256,text | |
| convnext,"86,020",0.024,105,819,vision | |
| plbart,"81,349",0.023,72,1129,text | |
| audio-spectrogram-transformer,"80,809",0.023,19,4253,audio | |
| trocr,"78,785",0.022000000000000002,15,5252,text | |
| table-transformer,"76,413",0.022000000000000002,13,5877,text | |
| mobilevit,"69,643",0.02,17,4096,vision | |
| data2vec-vision,"70,529",0.02,9,7836,vision | |
| tapas,"67,046",0.019,71,944,vision | |
| mobilenet_v2,"63,982",0.018000000000000002,14,4570,vision | |
| levit,"62,456",0.018000000000000002,11,5677,vision | |
| data2vec-audio,"65,111",0.018000000000000002,25,2604,audio | |
| unispeech-sat,"61,206",0.017,76,805,audio | |
| poolformer,"59,323",0.017,7,8474,vision | |
| mvp,"58,867",0.017,22,2675,text | |
| mobilenet_v1,"56,476",0.016,4,14119,vision | |
| vilt,"53,902",0.015,16,3368,vision | |
| rembert,"54,527",0.015,21,2596,text | |
| xglm,"47,394",0.013,51,929,text | |
| dpt,"44,535",0.013,8,5566,vision | |
| speech_to_text,"41,685",0.012,29,1437,audio | |
| perceiver,"42,673",0.012,30,1422,vision | |
| luke,"40,879",0.012,46,888,text | |
| biogpt,"41,192",0.012,12,3432,text | |
| timesformer,"34,900",0.01,17,2052,text | |
| switch_transformers,"35,438",0.01,24,1476,text | |
| prophetnet,"35,553",0.01,19,1871,text | |
| pegasus_x,"34,849",0.01,11,3168,text | |
| megatron-bert,"36,506",0.01,34,1073,text | |
| markuplm,"34,758",0.01,10,3475,text | |
| lxmert,"36,736",0.01,13,2825,text | |
| wav2vec2-conformer,"31,904",0.009000000000000001,26,1227,audio | |
| unispeech,"30,945",0.009000000000000001,120,257,audio | |
| git,"30,200",0.009000000000000001,26,1161,text | |
| ctrl,"31,794",0.009000000000000001,27,1177,text | |
| blenderbot-small,"32,719",0.009000000000000001,12,2726,text | |
| sew-d,"27,721",0.008,23,1205,audio | |
| sew,"27,752",0.008,15,1850,audio | |
| regnet,"27,273",0.008,37,737,vision | |
| xclip,"23,038",0.006999999999999999,19,1212,text | |
| splinter,"25,067",0.006999999999999999,31,808,text | |
| rag,"24,092",0.006999999999999999,16,1505,text | |
| nezha,"25,741",0.006999999999999999,12,2145,text | |
| blip-2,"26,391",0.006999999999999999,11,2399,text | |
| xlm-roberta-xl,"21,101",0.006,16,1318,text | |
| reformer,"22,259",0.006,16,1391,text | |
| groupvit,"21,387",0.006,5,4277,text | |
| deformable_detr,"19,545",0.006,9,2171,text | |
| canine,"22,286",0.006,35,636,text | |
| videomae,"18,192",0.005,57,319,text | |
| transfo-xl,"17,701",0.005,15,1180,text | |
| mask2former,"17,098",0.005,30,569,text | |
| lilt,"17,624",0.005,47,374,text | |
| flava,"18,478",0.005,4,4619,text | |
| cvt,"18,521",0.005,13,1424,vision | |
| yoso,"14,449",0.004,13,1111,text | |
| vit_msn,"15,865",0.004,7,2266,vision | |
| swinv2,"15,039",0.004,31,485,vision | |
| roc_bert,"12,443",0.004,13,957,text | |
| glpn,"15,356",0.004,41,374,text | |
| donut-swin,"14,624",0.004,2,7312,text | |
| bert-generation,"15,497",0.004,2,7748,text | |
| speech-encoder-decoder,"10,622",0.003,177,60,audio | |
| retribert,"10,076",0.003,2,5038,text | |
| imagegpt,"10,955",0.003,8,1369,vision | |
| xmod,"7,354",0.002,9,817,text | |
| van,"5,493",0.002,8,686,vision | |
| swin2sr,"5,883",0.002,7,840,text | |
| speecht5,"6,703",0.002,3,2234,audio | |
| mctct,"5,621",0.002,8,702,audio | |
| gpt_neox_japanese,"8,408",0.002,3,2802,text | |
| conditional_detr,"6,671",0.002,4,1667,text | |
| vision-text-dual-encoder,"3,575",0.001,23,155,text | |
| upernet,"2,806",0.001,9,311,vision | |
| oneformer,"4,790",0.001,7,684,text | |
| chinese_clip,"4,573",0.001,4,1143,vision | |
| xlm-prophetnet,516,0.0,10,51,text | |
| vit_hybrid,0,0.0,0,0,vision | |
| trajectory_transformer,227,0.0,16,14,text | |
| time_series_transformer,"1,144",0.0,4,286,text | |
| speech_to_text_2,0,0.0,0,0,text | |
| roberta-prelayernorm,"1,071",0.0,12,89,text | |
| realm,"1,328",0.0,10,132,text | |
| qdqbert,0,0.0,0,0,text | |
| nat,348,0.0,4,87,vision | |
| maskformer-swin,0,0.0,0,0,vision | |
| jukebox,"1,580",0.0,6,263,text | |
| graphormer,329,0.0,2,164,text | |
| gpt-sw3,0,0.0,0,0,text | |
| efficientformer,230,0.0,3,76,vision | |
| dinat,342,0.0,7,48,vision | |
| deta,563,0.0,6,93,text | |
| decision_transformer,"1,342",0.0,43,31,text | |
| bridgetower,"1,691",0.0,5,338,text | |
| bit,269,0.0,1,269,vision | |
| altclip,"1,239",0.0,2,619,vision | |