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Best Fill Mask Models

95

95 fill mask models on MLForge, ranked by downloads — including work from google-bert, FacebookAI, answerdotai, distilbert. Compare, download and run them locally on your own GPU. Free tier.

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Top Fill Mask models

B google-bert/bert-base-uncased Fill Mask ·110.1M params 75.4M 2.7K 🤗 HF X FacebookAI/xlm-roberta-base Fill Mask ·278.9M params 21.1M 853 🤗 HF R FacebookAI/roberta-base Fill Mask ·124.7M params 11.9M 617 🤗 HF R FacebookAI/roberta-large Fill Mask ·355.4M params 11.5M 301 🤗 HF M answerdotai/ModernBERT-base Fill Mask ·149.7M params 9.4M 1.1K 🤗 HF D distilbert/distilbert-base-uncased Fill Mask ·67.0M params 8.9M 901 🤗 HF X FacebookAI/xlm-roberta-large Fill Mask ·561.2M params 7.1M 519 🤗 HF B google-bert/bert-large-uncased Fill Mask ·336.2M params 4.6M 147 🤗 HF B emilyalsentzer/Bio_ClinicalBERT Fill Mask 4.5M 432 🤗 HF B google-bert/bert-base-multilingual-uncased Fill Mask 4.1M 157 🤗 HF B google-bert/bert-base-cased Fill Mask ·108.9M params 3.5M 362 🤗 HF B google-bert/bert-base-multilingual-cased Fill Mask ·178.6M params 3.4M 593 🤗 HF E facebook/esm2_t33_650M_UR50D Fill Mask ·652.4M params 3.0M 82 🤗 HF D microsoft/deberta-v3-base Fill Mask 2.6M 429 🤗 HF M microsoft/mdeberta-v3-base Fill Mask 2.0M 225 🤗 HF D distilbert/distilroberta-base Fill Mask ·82.8M params 1.8M 177 🤗 HF M answerdotai/ModernBERT-large Fill Mask ·395.9M params 1.8M 473 🤗 HF B neuralmind/bert-large-portuguese-cased Fill Mask 1.5M 73 🤗 HF E biohub/ESMC-6B Fill Mask ·6.4B params 1.4M 18 🤗 HF J rinna/japanese-roberta-base Fill Mask ·110.7M params 1.4M 39 🤗 HF E facebook/esm2_t12_35M_UR50D Fill Mask ·34.0M params 1.3M 23 🤗 HF D microsoft/deberta-v3-large Fill Mask 1.2M 281 🤗 HF C almanach/camembert-base Fill Mask ·111.2M params 1.0M 102 🤗 HF G microsoft/graphcodebert-base Fill Mask 951.8K 90 🤗 HF E facebook/esm2_t6_8M_UR50D Fill Mask ·7.8M params 888.4K 35 🤗 HF B microsoft/BiomedNLP-BiomedBERT-base-uncased-abstract Fill Mask 860.4K 95 🤗 HF E biohub/ESMC-600M Fill Mask ·575.0M params 745.5K 10 🤗 HF E facebook/esm2_t36_3B_UR50D Fill Mask 676.7K 32 🤗 HF B aubmindlab/bert-base-arabertv02 Fill Mask ·135.9M params 650.9K 47 🤗 HF D distilbert/distilbert-base-multilingual-cased Fill Mask ·135.4M params 641.8K 244 🤗 HF D microsoft/deberta-v3-small Fill Mask 600.5K 77 🤗 HF B google-bert/bert-base-chinese Fill Mask ·102.9M params 540.1K 1.4K 🤗 HF B google-bert/bert-base-german-cased Fill Mask ·109.7M params 518.4K 82 🤗 HF C yikuan8/Clinical-Longformer Fill Mask 510.5K 69 🤗 HF B emilyalsentzer/Bio_Discharge_Summary_BERT Fill Mask 461.8K 38 🤗 HF B microsoft/BiomedVLP-CXR-BERT-specialized Fill Mask ·109.6M params 449.0K 36 🤗 HF D ku-nlp/deberta-v2-large-japanese-char-wwm Fill Mask ·329.6M params 438.3K 9 🤗 HF J dascim/juribert-base Fill Mask ·110.7M params 417.9K 🤗 HF P Rostlab/prot_bert Fill Mask 410.7K 134 🤗 HF B dccuchile/bert-base-spanish-wwm-uncased Fill Mask 408.1K 75 🤗 HF B tohoku-nlp/bert-base-japanese-whole-word-masking Fill Mask 392.5K 76 🤗 HF A albert/albert-base-v2 Fill Mask ·11.8M params 391.8K 142 🤗 HF D microsoft/deberta-base Fill Mask 366.1K 86 🤗 HF E facebook/esm2_t30_150M_UR50D Fill Mask ·148.8M params 360.6K 10 🤗 HF D julien-c/dummy-unknown Fill Mask 353.4K 1 🤗 HF M jhu-clsp/mmBERT-base Fill Mask 351.1K 219 🤗 HF D distilbert/distilbert-base-cased Fill Mask ·65.8M params 281.7K 68 🤗 HF P vinai/phobert-base Fill Mask 275.2K 71 🤗 HF B microsoft/BiomedNLP-BiomedBERT-base-uncased-abstract-fulltext Fill Mask 265.2K 328 🤗 HF B tohoku-nlp/bert-base-japanese Fill Mask 226.3K 41 🤗 HF C seyonec/ChemBERTa-zinc-base-v1 Fill Mask 222.8K 67 🤗 HF B microsoft/BiomedVLP-CXR-BERT-general Fill Mask ·110.1M params 204.5K 45 🤗 HF B dbmdz/bert-base-italian-xxl-cased Fill Mask ·111.3M params 203.9K 30 🤗 HF B neuralmind/bert-base-portuguese-cased Fill Mask 199.2K 232 🤗 HF C hfl/chinese-bert-wwm Fill Mask 197.2K 93 🤗 HF D microsoft/deberta-v2-xlarge Fill Mask 170.7K 23 🤗 HF B vinai/bertweet-base Fill Mask 153.6K 42 🤗 HF P vinai/phobert-base-v2 Fill Mask 141.2K 29 🤗 HF K beomi/kcbert-base Fill Mask ·109.5M params 137.4K 31 🤗 HF W airesearch/wangchanberta-base-att-spm-uncased Fill Mask ·105.9M params 134.6K 50 🤗 HF L nlpaueb/legal-bert-base-uncased Fill Mask 130.3K 312 🤗 HF P Synthyra/Profluent-E1-300M Fill Mask ·274.3M params 125.6K 1 🤗 HF S jackaduma/SecBERT Fill Mask ·84.1M params 124.6K 62 🤗 HF X FacebookAI/xlm-mlm-en-2048 Fill Mask 118.5K 1 🤗 HF B PlanTL-GOB-ES/bsc-bio-ehr-es Fill Mask ·124.7M params 117.3K 14 🤗 HF F flaubert/flaubert_base_cased Fill Mask ·138.3M params 116.7K 10 🤗 HF I microsoft/infoxlm-large Fill Mask 116.0K 14 🤗 HF A albert/albert-base-v1 Fill Mask ·11.8M params 115.8K 13 🤗 HF C hfl/chinese-roberta-wwm-ext Fill Mask 115.4K 420 🤗 HF S westlake-repl/SaProt_650M_AF2 Fill Mask 114.2K 16 🤗 HF R weiweishi/roc-bert-base-zh Fill Mask 111.8K 5 🤗 HF L studio-ousia/luke-base Fill Mask 110.3K 21 🤗 HF R junnyu/roformer_chinese_small Fill Mask 109.8K 2 🤗 HF M moussaKam/mbarthez Fill Mask 107.7K 8 🤗 HF B google-bert/bert-large-cased Fill Mask ·334.7M params 106.1K 38 🤗 HF L deepmind/language-perceiver Fill Mask ·201.1M params 105.8K 21 🤗 HF B faisalq/bert-base-arapoembert Fill Mask 105.7K 2 🤗 HF D microsoft/deberta-v3-xsmall Fill Mask 102.2K 48 🤗 HF I microsoft/infoxlm-base Fill Mask 91.2K 8 🤗 HF C neulab/codebert-python Fill Mask ·124.7M params 90.9K 26 🤗 HF E naver/efficient-splade-VI-BT-large-query Fill Mask 73.6K 18 🤗 HF B tohoku-nlp/bert-base-japanese-char-v2 Fill Mask 69.1K 6 🤗 HF E jhu-clsp/ettin-encoder-68m Fill Mask 66.0K 5 🤗 HF R cointegrated/rubert-tiny Fill Mask ·11.9M params 65.8K 47 🤗 HF R klue/roberta-base Fill Mask ·110.7M params 64.2K 50 🤗 HF P Rostlab/prot_bert_bfd Fill Mask 62.7K 18 🤗 HF T cardiffnlp/twitter-xlm-roberta-base Fill Mask 6.8K 19 🤗 HF L dominguesm/legal-bert-base-cased-ptbr Fill Mask ·126.0M params 2.5K 15 🤗 HF B moussaKam/barthez Fill Mask 2.3K 20 🤗 HF A moussaKam/AraBART Fill Mask 831 18 🤗 HF P SAVSNET/PetBERT Fill Mask ·108.3M params 493 5 🤗 HF L ccdv/lsg-bart-large-4096 Fill Mask 16 🤗 HF L ccdv/lsg-pegasus-large-4096 Fill Mask 16 🤗 HF L ccdv/lsg-bart-base-16384 Fill Mask 14 2 🤗 HF L ccdv/lsg-bart-base-4096 Fill Mask 13 3 🤗 HF

Other tasks

Text Generation 872Image Text To Text 523Image Classification 499Time Series Forecasting 498Automatic Speech Recognition 494Video Classification 492Audio Classification 484Image Segmentation 480Text To Speech 475Translation 464Zero Shot Image Classification 463Text To Image 461Object Detection 447Other 423Image To Text 396Depth Estimation 391Reinforcement Learning 390Question Answering 372Summarization 343Token Classification 316