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Best Token Classification Models

316

316 token classification models on MLForge, ranked by downloads — including work from w11wo, dslim, StanfordAIMI, Babelscape. Compare, download and run them locally on your own GPU. Free tier.

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Top Token Classification models

I w11wo/indonesian-roberta-base-posp-tagger Token Classification ·124.1M params 2.8M 10 🤗 HF B dslim/bert-base-NER Token Classification ·108.3M params 1.8M 718 🤗 HF S StanfordAIMI/stanford-deidentifier-base Token Classification 1.3M 81 🤗 HF W Babelscape/wikineural-multilingual-ner Token Classification ·177.3M params 889.1K 165 🤗 HF F oliverguhr/fullstop-punctuation-multilang-large Token Classification 648.8K 178 🤗 HF X Davlan/xlm-roberta-large-ner-hrl Token Classification ·558.9M params 639.9K 15 🤗 HF B dbmdz/bert-large-cased-finetuned-conll03-english Token Classification ·333.6M params 631.4K 96 🤗 HF L hantian/layoutreader Token Classification ·356.6M params 531.5K 44 🤗 HF P kredor/punctuate-all Token Classification 521.4K 28 🤗 HF S segment-any-text/sat-3l-sm Token Classification ·213.7M params 480.0K 12 🤗 HF D obi/deid_roberta_i2b2 Token Classification ·354.4M params 432.5K 39 🤗 HF N flair/ner-english-fast Token Classification 345.5K 26 🤗 HF P openai/privacy-filter Token Classification ·1.4B params 285.1K 1.7K 🤗 HF B Davlan/bert-base-multilingual-cased-ner-hrl Token Classification ·177.3M params 248.6K 83 🤗 HF F gilf/french-camembert-postag-model Token Classification ·110.6M params 234.5K 9 🤗 HF D dslim/distilbert-NER Token Classification ·65.2M params 232.8K 52 🤗 HF S tomaarsen/span-marker-bert-base-uncased-acronyms Token Classification ·109.5M params 232.2K 6 🤗 HF B d4data/biomedical-ner-all Token Classification ·66.4M params 228.9K 194 🤗 HF O OpenMed/OpenMed-NER-BloodCancerDetect-TinyMed-65M Token Classification ·65.2M params 214.7K 🤗 HF O OpenMed/OpenMed-NER-ChemicalDetect-ModernMed-149M Token Classification ·149.6M params 214.3K 🤗 HF N flair/ner-english Token Classification 214.1K 36 🤗 HF O OpenMed/OpenMed-NER-PharmaDetect-SuperClinical-434M Token Classification ·434.0M params 202.3K 26 🤗 HF X Davlan/xlm-roberta-base-ner-hrl Token Classification ·277.5M params 192.5K 28 🤗 HF O OpenMed/OpenMed-NER-OncologyDetect-BigMed-278M Token Classification ·277.5M params 189.8K 🤗 HF O OpenMed/OpenMed-NER-ChemicalDetect-ModernMed-395M Token Classification ·395.8M params 189.6K 🤗 HF O OpenMed/OpenMed-NER-PathologyDetect-TinyMed-135M Token Classification ·134.7M params 189.2K 🤗 HF O OpenMed/OpenMed-NER-DNADetect-SuperMedical-125M Token Classification ·124.1M params 189.1K 1 🤗 HF O OpenMed/OpenMed-NER-SpeciesDetect-ElectraMed-109M Token Classification ·108.9M params 188.6K 🤗 HF O OpenMed/OpenMed-NER-AnatomyDetect-ElectraMed-109M Token Classification ·108.9M params 187.3K 1 🤗 HF O OpenMed/OpenMed-NER-OncologyDetect-MultiMed-568M Token Classification ·566.7M params 181.0K 3 🤗 HF N flair/ner-english-ontonotes-large Token Classification 180.4K 101 🤗 HF L microsoft/llmlingua-2-bert-base-multilingual-cased-meetingbank Token Classification ·177.3M params 180.3K 52 🤗 HF Z p208p2002/zh-wiki-punctuation-restore Token Classification ·101.7M params 172.0K 12 🤗 HF N flair/ner-german-large Token Classification 168.4K 45 🤗 HF O OpenMed/OpenMed-NER-ChemicalDetect-MultiMed-568M Token Classification ·566.7M params 165.7K 1 🤗 HF B Gherman/bert-base-NER-Russian Token Classification ·177.3M params 163.4K 24 🤗 HF O OpenMed/OpenMed-NER-OrganismDetect-BioPatient-108M Token Classification ·107.7M params 162.1K 🤗 HF O OpenMed/OpenMed-NER-PharmaDetect-ModernClinical-149M Token Classification ·149.6M params 158.9K 6 🤗 HF R tner/roberta-large-tweetner7-all Token Classification 154.8K 1 🤗 HF O OpenMed/OpenMed-NER-DiseaseDetect-BioMed-335M Token Classification ·334.1M params 154.6K 8 🤗 HF O OpenMed/OpenMed-NER-OrganismDetect-TinyMed-82M Token Classification ·81.5M params 154.4K 🤗 HF O OpenMed/OpenMed-NER-GenomicDetect-PubMed-335M Token Classification ·334.1M params 151.7K 🤗 HF O OpenMed/OpenMed-NER-ChemicalDetect-BigMed-560M Token Classification ·558.8M params 146.2K 🤗 HF O OpenMed/OpenMed-NER-DiseaseDetect-ElectraMed-109M Token Classification ·108.9M params 144.0K 🤗 HF B dslim/bert-large-NER Token Classification ·333.6M params 142.6K 163 🤗 HF O OpenMed/OpenMed-NER-ProteinDetect-SuperClinical-141M Token Classification ·141.3M params 141.8K 🤗 HF P iiiorg/piiranha-v1-detect-personal-information Token Classification 140.6K 245 🤗 HF O OpenMed/OpenMed-NER-BloodCancerDetect-ElectraMed-560M Token Classification ·558.8M params 136.7K 1 🤗 HF O OpenMed/OpenMed-NER-GenomeDetect-ModernMed-149M Token Classification ·149.6M params 136.5K 🤗 HF O OpenMed/OpenMed-NER-OncologyDetect-SuperClinical-434M Token Classification ·434.0M params 135.5K 9 🤗 HF O OpenMed/OpenMed-NER-SpeciesDetect-ModernClinical-395M Token Classification ·395.8M params 133.1K 🤗 HF O OpenMed/OpenMed-NER-PharmaDetect-BigMed-278M Token Classification ·277.5M params 131.9K 6 🤗 HF O OpenMed/OpenMed-NER-PharmaDetect-BioPatient-108M Token Classification ·107.7M params 131.6K 1 🤗 HF O OpenMed/OpenMed-NER-GenomicDetect-PubMed-109M Token Classification ·108.9M params 130.4K 6 🤗 HF O OpenMed/OpenMed-NER-PharmaDetect-BigMed-560M Token Classification ·558.8M params 129.5K 🤗 HF P FrameByFrame/privacy-filter-korean Token Classification ·1.4B params 125.6K 2 🤗 HF O OpenMed/OpenMed-NER-GenomicDetect-BigMed-560M Token Classification ·558.8M params 123.8K 1 🤗 HF B cahya/bert-base-indonesian-NER Token Classification 119.1K 34 🤗 HF O OpenMed/OpenMed-NER-OrganismDetect-BioMed-109M Token Classification ·108.9M params 118.6K 2 🤗 HF B ckiplab/bert-base-chinese-ws Token Classification 115.6K 19 🤗 HF A ckiplab/albert-tiny-chinese-ws Token Classification 114.7K 7 🤗 HF O OpenMed/OpenMed-NER-DiseaseDetect-SuperClinical-434M Token Classification ·434.0M params 112.3K 10 🤗 HF D elastic/distilbert-base-uncased-finetuned-conll03-english Token Classification ·66.4M params 111.4K 35 🤗 HF O OpenMed/OpenMed-NER-GenomeDetect-ModernMed-395M Token Classification ·395.8M params 108.4K 🤗 HF O OpenMed/OpenMed-NER-ChemicalDetect-PubMed-335M Token Classification ·334.1M params 107.0K 1 🤗 HF I syafiqfaray/indobert-model-ner Token Classification ·110.0M params 106.4K 1 🤗 HF O OpenMed/OpenMed-NER-PathologyDetect-BigMed-560M Token Classification ·558.8M params 106.2K 8 🤗 HF O OpenMed/OpenMed-NER-SpeciesDetect-ModernMed-149M Token Classification ·149.6M params 103.5K 🤗 HF D Davlan/distilbert-base-multilingual-cased-ner-hrl Token Classification ·134.7M params 101.7K 83 🤗 HF O OpenMed/OpenMed-NER-PathologyDetect-PubMed-109M Token Classification ·108.9M params 101.2K 4 🤗 HF O OpenMed/OpenMed-NER-ProteinDetect-SnowMed-568M Token Classification ·566.7M params 100.9K 🤗 HF O OpenMed/OpenMed-NER-GenomeDetect-PubMed-109M Token Classification ·108.9M params 99.4K 🤗 HF C Jean-Baptiste/camembert-ner Token Classification ·110.0M params 99.2K 120 🤗 HF S tomaarsen/span-marker-mbert-base-multinerd Token Classification ·177.9M params 99.2K 71 🤗 HF O OpenMed/OpenMed-NER-PharmaDetect-SuperMedical-125M Token Classification ·124.1M params 97.8K 4 🤗 HF O OpenMed/OpenMed-NER-OncologyDetect-SuperMedical-355M Token Classification ·354.3M params 97.7K 3 🤗 HF O OpenMed/OpenMed-NER-AnatomyDetect-SuperClinical-434M Token Classification ·434.0M params 96.7K 🤗 HF L microsoft/llmlingua-2-xlm-roberta-large-meetingbank Token Classification ·558.9M params 96.0K 28 🤗 HF O OpenMed/OpenMed-NER-BloodCancerDetect-ModernMed-149M Token Classification ·149.6M params 95.2K 🤗 HF O OpenMed/OpenMed-NER-ChemicalDetect-BioMed-335M Token Classification ·334.1M params 95.1K 🤗 HF O OpenMed/OpenMed-NER-DNADetect-SnowMed-568M Token Classification ·566.7M params 95.0K 🤗 HF O OpenMed/OpenMed-NER-ProteinDetect-TinyMed-135M Token Classification ·134.7M params 95.0K 🤗 HF O OpenMed/OpenMed-NER-BloodCancerDetect-SnowMed-568M Token Classification ·566.7M params 94.9K 🤗 HF O OpenMed/OpenMed-NER-OncologyDetect-ElectraMed-109M Token Classification ·108.9M params 94.7K 🤗 HF O OpenMed/OpenMed-NER-GenomicDetect-SuperMedical-125M Token Classification ·124.1M params 94.7K 🤗 HF O OpenMed/OpenMed-NER-OncologyDetect-ElectraMed-33M Token Classification ·33.2M params 94.5K 🤗 HF O OpenMed/OpenMed-NER-GenomeDetect-ElectraMed-560M Token Classification ·558.8M params 94.5K 🤗 HF O OpenMed/OpenMed-NER-OrganismDetect-PubMed-335M Token Classification ·334.1M params 94.4K 🤗 HF O OpenMed/OpenMed-NER-SpeciesDetect-PubMed-109M Token Classification ·108.9M params 94.3K 1 🤗 HF O OpenMed/OpenMed-NER-PathologyDetect-SnowMed-568M Token Classification ·566.7M params 94.0K 🤗 HF O OpenMed/OpenMed-NER-GenomicDetect-MultiMed-335M Token Classification ·334.1M params 94.0K 🤗 HF O OpenMed/OpenMed-NER-PathologyDetect-SuperClinical-184M Token Classification ·183.8M params 93.9K 🤗 HF O OpenMed/OpenMed-NER-GenomeDetect-EuroMed-212M Token Classification ·211.8M params 93.5K 🤗 HF O OpenMed/OpenMed-NER-ChemicalDetect-ElectraMed-560M Token Classification ·558.8M params 93.3K 🤗 HF O OpenMed/OpenMed-NER-SpeciesDetect-TinyMed-135M Token Classification ·134.7M params 93.3K 🤗 HF O OpenMed/OpenMed-NER-DiseaseDetect-ElectraMed-560M Token Classification ·558.8M params 93.3K 🤗 HF O OpenMed/OpenMed-NER-GenomicDetect-BigMed-278M Token Classification ·277.5M params 93.2K 🤗 HF O OpenMed/OpenMed-NER-GenomicDetect-SnowMed-568M Token Classification ·566.7M params 93.1K 2 🤗 HF O OpenMed/OpenMed-NER-SpeciesDetect-ModernMed-395M Token Classification ·395.8M params 93.0K 🤗 HF O OpenMed/OpenMed-NER-ProteinDetect-BioClinical-108M Token Classification ·107.7M params 93.0K 🤗 HF O OpenMed/OpenMed-NER-BloodCancerDetect-SuperMedical-355M Token Classification ·354.3M params 92.9K 🤗 HF O OpenMed/OpenMed-NER-OrganismDetect-ModernMed-395M Token Classification ·395.8M params 92.8K 🤗 HF O OpenMed/OpenMed-NER-BloodCancerDetect-BioMed-335M Token Classification ·334.1M params 92.8K 🤗 HF O OpenMed/OpenMed-NER-OrganismDetect-SuperClinical-434M Token Classification ·434.0M params 92.7K 🤗 HF O OpenMed/OpenMed-NER-BloodCancerDetect-PubMed-335M Token Classification ·334.1M params 92.7K 🤗 HF O OpenMed/OpenMed-NER-ProteinDetect-ElectraMed-335M Token Classification ·334.1M params 92.5K 🤗 HF O OpenMed/OpenMed-NER-PathologyDetect-ModernClinical-149M Token Classification ·149.6M params 92.4K 🤗 HF O OpenMed/OpenMed-NER-DNADetect-ModernClinical-149M Token Classification ·149.6M params 92.2K 🤗 HF O OpenMed/OpenMed-NER-GenomeDetect-SuperClinical-434M Token Classification ·434.0M params 92.2K 5 🤗 HF O OpenMed/OpenMed-NER-DiseaseDetect-ModernClinical-395M Token Classification ·395.8M params 92.1K 🤗 HF O OpenMed/OpenMed-NER-ProteinDetect-MultiMed-568M Token Classification ·566.7M params 92.1K 2 🤗 HF O OpenMed/OpenMed-NER-DNADetect-BioMed-335M Token Classification ·334.1M params 92.0K 🤗 HF O OpenMed/OpenMed-NER-OncologyDetect-BioClinical-108M Token Classification ·107.7M params 91.9K 🤗 HF O OpenMed/OpenMed-NER-GenomicDetect-SuperMedical-355M Token Classification ·354.3M params 91.9K 🤗 HF O OpenMed/OpenMed-NER-BloodCancerDetect-TinyMed-66M Token Classification ·66.4M params 91.8K 🤗 HF O OpenMed/OpenMed-NER-ProteinDetect-TinyMed-82M Token Classification ·81.5M params 91.7K 🤗 HF O OpenMed/OpenMed-NER-SpeciesDetect-TinyMed-66M Token Classification ·66.4M params 91.6K 🤗 HF O OpenMed/OpenMed-NER-OrganismDetect-TinyMed-66M Token Classification ·66.4M params 91.6K 🤗 HF O OpenMed/OpenMed-NER-PathologyDetect-MultiMed-568M Token Classification ·566.7M params 91.5K 🤗 HF O OpenMed/OpenMed-NER-AnatomyDetect-BigMed-278M Token Classification ·277.5M params 91.5K 🤗 HF

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