| model_names,num_downloads,%_of_all_downloads,num_models,download_per_model,modality | |
| bert,"70,290,590",28.854000000000003,15709,4474.54,text | |
| distilbert,"23,530,442",9.658999999999999,4936,4767.11,text | |
| roberta,"22,444,307",9.213000000000001,6001,3740.09,text | |
| xlm-roberta,"20,726,041",8.508000000000001,2169,9555.57,text | |
| t5,"19,267,729",7.908999999999999,4394,4385.01,text | |
| gpt2,"17,960,982",7.373,8517,2108.84,text | |
| clip,"13,527,877",5.553,72,187887.18,vision | |
| bart,"9,803,550",4.024,2073,4729.16,text | |
| camembert,"5,164,859",2.12,475,10873.39,text | |
| wav2vec2,"3,232,000",1.327,4540,711.89,audio | |
| albert,"3,074,142",1.262,714,4305.52,text | |
| marian,"2,979,348",1.2229999999999999,1933,1541.31,text | |
| mpnet,"2,375,740",0.975,379,6268.44,text | |
| m2m_100,"2,255,135",0.9259999999999999,257,8774.84,text | |
| layoutlmv3,"1,886,984",0.775,106,17801.74,text | |
| mbart,"1,780,923",0.731,419,4250.41,text | |
| electra,"1,767,986",0.726,1050,1683.8,text | |
| xlnet,"1,555,006",0.638,180,8638.92,text | |
| gpt_neo,"1,555,230",0.638,361,4308.12,text | |
| hubert,"1,522,161",0.625,140,10872.58,audio | |
| vit,"1,457,772",0.598,673,2166.08,vision | |
| layoutlmv2,"1,387,954",0.5700000000000001,109,12733.52,text | |
| deberta-v2,"1,257,648",0.516,475,2647.68,text | |
| deberta,"1,205,181",0.49500000000000005,249,4840.08,text | |
| gptj,"1,180,764",0.485,161,7333.94,text | |
| vision-encoder-decoder,"1,026,003",0.42100000000000004,311,3299.05,vision | |
| layoutlm,"1,022,140",0.42,77,13274.55,text | |
| beit,"726,454",0.298,64,11350.84,vision | |
| longformer,"650,378",0.267,179,3633.4,text | |
| mt5,"636,112",0.261,1025,620.6,text | |
| pegasus,"626,610",0.257,424,1477.85,text | |
| opt,"605,780",0.249,241,2513.61,text | |
| detr,"379,477",0.156,42,9035.17,text | |
| encoder-decoder,"299,131",0.123,289,1035.06,text | |
| dpr,"266,939",0.11,84,3177.85,text | |
| wavlm,"261,268",0.107,80,3265.85,audio | |
| convbert,"223,159",0.092,45,4959.09,text | |
| maskformer,"209,683",0.086,33,6354.03,vision | |
| bloom,"203,728",0.084,213,956.47,text | |
| longt5,"199,131",0.082,64,3111.42,text | |
| fnet,"196,284",0.08099999999999999,33,5948.0,text | |
| gpt_neox,"176,040",0.07200000000000001,57,3088.42,text | |
| segformer,"161,291",0.066,187,862.52,vision | |
| whisper,"135,117",0.055,1218,110.93,audio | |
| table-transformer,"126,028",0.052,7,18004.0,text | |
| swin,"127,021",0.052,168,756.08,vision | |
| convnext,"127,347",0.052,93,1369.32,vision | |
| codegen,"104,538",0.043,58,1802.38,text | |
| blenderbot,"102,024",0.042,29,3518.07,text | |
| clipseg,"95,187",0.039,3,31729.0,text | |
| yolos,"89,179",0.037,17,5245.82,text | |
| fsmt,"85,091",0.034999999999999996,24,3545.46,text | |
| led,"78,773",0.032,86,915.97,text | |
| ernie,"70,944",0.029,46,1542.26,text | |
| resnet,"67,613",0.027999999999999997,77,878.09,vision | |
| bigbird_pegasus,"67,210",0.027999999999999997,19,3537.37,text | |
| big_bird,"60,766",0.025,163,372.8,text | |
| esm,"56,026",0.023,68,823.91,text | |
| owlvit,"52,131",0.021,7,7447.29,text | |
| mobilevit,"47,927",0.02,16,2995.44,vision | |
| transfo-xl,"46,814",0.019,15,3120.93,text | |
| mobilebert,"46,561",0.019,53,878.51,text | |
| funnel,"45,563",0.019,39,1168.28,text | |
| trocr,"43,910",0.018000000000000002,15,2927.33,text | |
| tapas,"43,288",0.018000000000000002,64,676.38,text | |
| openai-gpt,"43,517",0.018000000000000002,9,4835.22,text | |
| glpn,"41,350",0.017,33,1253.03,text | |
| flaubert,"40,701",0.017,43,946.53,text | |
| luke,"35,329",0.015,45,785.09,text | |
| xlm,"34,604",0.013999999999999999,27,1281.63,text | |
| regnet,"33,563",0.013999999999999999,36,932.31,vision | |
| blenderbot-small,"33,686",0.013999999999999999,11,3062.36,text | |
| xglm,"32,485",0.013,27,1203.15,text | |
| vilt,"29,132",0.012,18,1618.44,text | |
| squeezebert,"26,563",0.011000000000000001,20,1328.15,text | |
| rag,"24,589",0.01,16,1536.81,text | |
| visual_bert,"23,094",0.009000000000000001,15,1539.6,text | |
| splinter,"18,440",0.008,31,594.84,text | |
| plbart,"18,636",0.008,62,300.58,text | |
| deit,"18,429",0.008,14,1316.36,vision | |
| data2vec-text,"18,539",0.008,22,842.68,text | |
| wav2vec2-conformer,"17,355",0.006999999999999999,25,694.2,audio | |
| roformer,"15,272",0.006,28,545.43,text | |
| perceiver,"15,509",0.006,30,516.97,vision | |
| ibert,"14,825",0.006,13,1140.38,text | |
| dpt,"15,364",0.006,8,1920.5,vision | |
| ctrl,"13,698",0.006,27,507.33,text | |
| speech_to_text,"11,512",0.005,29,396.97,audio | |
| lxmert,"11,060",0.005,13,850.77,text | |
| data2vec-vision,"11,181",0.005,9,1242.33,vision | |
| canine,"11,575",0.005,35,330.71,text | |
| vit_mae,"10,491",0.004,7,1498.71,text | |
| videomae,"10,831",0.004,33,328.21,text | |
| unispeech-sat,"10,467",0.004,75,139.56,audio | |
| rembert,"10,725",0.004,18,595.83,text | |
| reformer,"9,262",0.004,16,578.88,text | |
| mobilenet_v2,"9,693",0.004,14,692.36,vision | |
| levit,"9,449",0.004,11,859.0,vision | |
| cvt,"8,605",0.004,12,717.08,vision | |
| speech-encoder-decoder,"7,660",0.003,177,43.28,audio | |
| retribert,"7,974",0.003,2,3987.0,text | |
| mobilenet_v1,"8,194",0.003,4,2048.5,vision | |
| markuplm,"6,234",0.003,10,623.4,text | |
| lilt,"6,813",0.003,31,219.77,text | |
| groupvit,"6,614",0.003,5,1322.8,text | |
| data2vec-audio,"7,747",0.003,24,322.79,audio | |
| xclip,"4,367",0.002,19,229.84,text | |
| vit_msn,"3,747",0.002,7,535.29,vision | |
| unispeech,"4,097",0.002,120,34.14,audio | |
| switch_transformers,"4,693",0.002,18,260.72,text | |
| swinv2,"5,835",0.002,20,291.75,vision | |
| prophetnet,"4,557",0.002,18,253.17,text | |
| poolformer,"4,665",0.002,7,666.43,vision | |
| mvp,"4,366",0.002,21,207.9,text | |
| deformable_detr,"5,072",0.002,7,724.57,text | |
| chinese_clip,"4,793",0.002,4,1198.25,text | |
| bert-generation,"5,649",0.002,2,2824.5,text | |
| audio-spectrogram-transformer,"3,983",0.002,13,306.38,audio | |
| xlm-roberta-xl,"2,476",0.001,16,154.75,text | |
| sew-d,"1,621",0.001,22,73.68,audio | |
| sew,"1,572",0.001,15,104.8,audio | |
| realm,"1,239",0.001,10,123.9,text | |
| pegasus_x,"2,103",0.001,9,233.67,text | |
| nezha,"1,796",0.001,12,149.67,text | |
| megatron-bert,"2,267",0.001,31,73.13,text | |
| imagegpt,"2,803",0.001,8,350.38,vision | |
| gpt_neox_japanese,"3,647",0.001,3,1215.67,text | |
| flava,"2,885",0.001,4,721.25,text | |
| yoso,422,0.0,13,32.46,text | |
| xlm-prophetnet,656,0.0,9,72.89,text | |
| vision-text-dual-encoder,155,0.0,16,9.69,text | |
| van,778,0.0,8,97.25,vision | |
| trajectory_transformer,235,0.0,16,14.69,text | |
| time_series_transformer,"1,054",0.0,3,351.33,text | |
| speech_to_text_2,0,0.0,0,0.0,text | |
| roc_bert,952,0.0,13,73.23,text | |
| qdqbert,0,0.0,0,0.0,text | |
| nystromformer,443,0.0,18,24.61,text | |
| nat,386,0.0,4,96.5,vision | |
| mctct,491,0.0,8,61.38,audio | |
| maskformer-swin,0,0.0,0,0.0,text | |
| jukebox,883,0.0,6,147.17,text | |
| donut-swin,18,0.0,2,9.0,text | |
| dinat,385,0.0,7,55.0,vision | |
| decision_transformer,965,0.0,24,40.21,text | |
| conditional_detr,728,0.0,3,242.67,text | |