| model_names,num_downloads,%_of_all_downloads,num_models,download_per_model,modality | |
| bert,"68,508,480",27.954,16137,4245.43,text | |
| t5,"22,943,916",9.362,4421,5189.76,text | |
| distilbert,"22,440,566",9.157,5063,4432.27,text | |
| roberta,"22,413,392",9.146,6063,3696.75,text | |
| xlm-roberta,"20,812,889",8.491999999999999,2224,9358.31,text | |
| gpt2,"18,082,938",7.379,8689,2081.13,text | |
| clip,"13,622,606",5.559,73,186611.04,vision | |
| bart,"9,650,192",3.9379999999999997,2116,4560.58,text | |
| camembert,"4,225,109",1.7239999999999998,481,8784.01,text | |
| albert,"3,792,453",1.547,712,5326.48,text | |
| marian,"3,374,498",1.377,1943,1736.75,text | |
| wav2vec2,"3,365,083",1.373,4568,736.66,audio | |
| layoutlmv3,"2,882,391",1.176,111,25967.49,text | |
| mpnet,"2,715,968",1.1079999999999999,390,6964.02,text | |
| m2m_100,"2,234,098",0.9119999999999999,260,8592.68,text | |
| electra,"1,997,424",0.815,1063,1879.04,text | |
| xlnet,"1,783,561",0.728,180,9908.67,text | |
| gpt_neo,"1,437,390",0.587,366,3927.3,text | |
| deberta-v2,"1,396,288",0.5700000000000001,481,2902.89,text | |
| vit,"1,369,009",0.559,696,1966.97,vision | |
| layoutlm,"1,268,615",0.518,81,15661.91,text | |
| deberta,"1,245,073",0.508,264,4716.19,text | |
| gptj,"1,224,798",0.5,164,7468.28,text | |
| layoutlmv2,"1,220,849",0.498,113,10803.97,text | |
| vision-encoder-decoder,"1,088,315",0.44400000000000006,316,3444.03,vision | |
| hubert,"998,787",0.40800000000000003,142,7033.71,audio | |
| longformer,"836,582",0.34099999999999997,195,4290.16,text | |
| beit,"751,487",0.307,70,10735.53,vision | |
| opt,"663,681",0.271,248,2676.13,text | |
| pegasus,"616,748",0.252,438,1408.1,text | |
| mt5,"577,778",0.23600000000000002,1058,546.1,text | |
| mbart,"415,275",0.169,431,963.52,text | |
| detr,"390,419",0.159,43,9079.51,text | |
| encoder-decoder,"289,814",0.11800000000000001,297,975.8,text | |
| wavlm,"287,410",0.117,80,3592.62,audio | |
| dpr,"281,126",0.11499999999999999,84,3346.74,text | |
| convbert,"242,711",0.099,45,5393.58,text | |
| bloom,"243,349",0.099,216,1126.62,text | |
| fnet,"207,217",0.08499999999999999,33,6279.3,text | |
| maskformer,"202,619",0.083,30,6753.97,vision | |
| segformer,"148,942",0.061,193,771.72,vision | |
| whisper,"139,202",0.056999999999999995,1278,108.92,audio | |
| table-transformer,"126,176",0.051000000000000004,6,21029.33,text | |
| codegen,"122,641",0.05,62,1978.08,text | |
| clipseg,"114,156",0.047,3,38052.0,text | |
| swin,"112,253",0.046,175,641.45,vision | |
| gpt_neox,"102,835",0.042,67,1534.85,text | |
| blenderbot,"92,126",0.038,30,3070.87,text | |
| big_bird,"89,470",0.037,165,542.24,text | |
| fsmt,"84,773",0.034999999999999996,25,3390.92,text | |
| led,"77,956",0.032,87,896.05,text | |
| convnext,"77,208",0.032,95,812.72,vision | |
| longt5,"74,676",0.03,65,1148.86,text | |
| ernie,"72,402",0.03,46,1573.96,text | |
| yolos,"67,183",0.027,17,3951.94,text | |
| xglm,"59,569",0.024,27,2206.26,text | |
| resnet,"59,869",0.024,80,748.36,vision | |
| bigbird_pegasus,"58,219",0.024,20,2910.95,text | |
| owlvit,"56,313",0.023,7,8044.71,text | |
| esm,"56,294",0.023,68,827.85,text | |
| mobilevit,"51,805",0.021,16,3237.81,vision | |
| mobilebert,"51,670",0.021,59,875.76,text | |
| trocr,"49,231",0.02,15,3282.07,text | |
| transfo-xl,"47,872",0.02,15,3191.47,text | |
| flaubert,"50,032",0.02,43,1163.53,text | |
| tapas,"42,987",0.018000000000000002,64,671.67,text | |
| openai-gpt,"44,662",0.018000000000000002,9,4962.44,text | |
| funnel,"44,463",0.018000000000000002,39,1140.08,text | |
| xlm,"41,799",0.017,27,1548.11,text | |
| luke,"39,246",0.016,47,835.02,text | |
| squeezebert,"34,073",0.013999999999999999,20,1703.65,text | |
| blenderbot-small,"35,132",0.013999999999999999,12,2927.67,text | |
| glpn,"32,919",0.013,37,889.7,text | |
| visual_bert,"26,232",0.011000000000000001,15,1748.8,text | |
| deit,"25,917",0.011000000000000001,14,1851.21,vision | |
| roformer,"24,699",0.01,28,882.11,text | |
| rag,"24,521",0.01,16,1532.56,text | |
| plbart,"24,677",0.01,63,391.7,text | |
| data2vec-text,"24,415",0.01,22,1109.77,text | |
| wav2vec2-conformer,"22,368",0.009000000000000001,25,894.72,audio | |
| vilt,"22,421",0.009000000000000001,18,1245.61,text | |
| ibert,"21,898",0.009000000000000001,13,1684.46,text | |
| regnet,"18,888",0.008,36,524.67,vision | |
| dpt,"18,787",0.008,8,2348.38,vision | |
| splinter,"17,708",0.006999999999999999,31,571.23,text | |
| mobilenet_v2,"16,530",0.006999999999999999,14,1180.71,vision | |
| mobilenet_v1,"14,792",0.006,4,3698.0,vision | |
| data2vec-vision,"14,007",0.006,9,1556.33,vision | |
| ctrl,"14,826",0.006,27,549.11,text | |
| vit_mae,"11,581",0.005,7,1654.43,text | |
| videomae,"11,244",0.005,38,295.89,text | |
| unispeech-sat,"12,839",0.005,75,171.19,audio | |
| speech_to_text,"13,360",0.005,29,460.69,audio | |
| poolformer,"11,384",0.005,7,1626.29,vision | |
| perceiver,"12,668",0.005,30,422.27,vision | |
| lxmert,"11,619",0.005,13,893.77,text | |
| levit,"12,568",0.005,11,1142.55,vision | |
| data2vec-audio,"11,064",0.005,24,461.0,audio | |
| canine,"12,103",0.005,35,345.8,text | |
| speech-encoder-decoder,"8,933",0.004,177,50.47,audio | |
| rembert,"10,030",0.004,18,557.22,text | |
| reformer,"9,855",0.004,16,615.94,text | |
| deformable_detr,"10,468",0.004,7,1495.43,text | |
| cvt,"9,046",0.004,12,753.83,vision | |
| swinv2,"7,799",0.003,20,389.95,vision | |
| retribert,"7,807",0.003,2,3903.5,text | |
| lilt,"7,886",0.003,36,219.06,text | |
| xclip,"4,194",0.002,19,220.74,text | |
| unispeech,"5,581",0.002,120,46.51,audio | |
| switch_transformers,"5,335",0.002,20,266.75,text | |
| prophetnet,"5,824",0.002,19,306.53,text | |
| mvp,"5,412",0.002,22,246.0,text | |
| markuplm,"5,887",0.002,10,588.7,text | |
| groupvit,"5,294",0.002,5,1058.8,text | |
| chinese_clip,"4,741",0.002,4,1185.25,text | |
| bert-generation,"4,489",0.002,2,2244.5,text | |
| audio-spectrogram-transformer,"5,747",0.002,13,442.08,audio | |
| xlm-roberta-xl,"2,364",0.001,16,147.75,text | |
| xlm-prophetnet,"1,346",0.001,9,149.56,text | |
| vit_msn,"3,064",0.001,7,437.71,vision | |
| sew-d,"2,885",0.001,22,131.14,audio | |
| sew,"2,849",0.001,15,189.93,audio | |
| roc_bert,"1,608",0.001,13,123.69,text | |
| realm,"1,345",0.001,10,134.5,text | |
| pegasus_x,"3,225",0.001,10,322.5,text | |
| nezha,"1,804",0.001,12,150.33,text | |
| megatron-bert,"2,034",0.001,32,63.56,text | |
| imagegpt,"2,897",0.001,8,362.12,vision | |
| gpt_neox_japanese,"3,664",0.001,3,1221.33,text | |
| flava,"2,664",0.001,4,666.0,text | |
| yoso,408,0.0,13,31.38,text | |
| vision-text-dual-encoder,254,0.0,16,15.88,text | |
| van,831,0.0,8,103.88,vision | |
| trajectory_transformer,213,0.0,16,13.31,text | |
| time_series_transformer,"1,166",0.0,3,388.67,text | |
| speech_to_text_2,0,0.0,0,0.0,text | |
| qdqbert,0,0.0,0,0.0,text | |
| nystromformer,455,0.0,18,25.28,text | |
| nat,464,0.0,4,116.0,vision | |
| mctct,499,0.0,8,62.38,audio | |
| maskformer-swin,0,0.0,0,0.0,text | |
| jukebox,871,0.0,6,145.17,text | |
| donut-swin,10,0.0,2,5.0,text | |
| dinat,490,0.0,7,70.0,vision | |
| decision_transformer,784,0.0,24,32.67,text | |
| conditional_detr,735,0.0,3,245.0,text | |