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jfrei
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de_GPTNERMED_GottBERT

Token Classification
spaCy
German
Eval Results
Model card Files Community
de_GPTNERMED_GottBERT
File size: 1,280 Bytes 
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{
  "lang":"de",
  "name":"GPTNERMED_GottBERT",
  "version":"1.0.0",
  "description":"GottBERT-based model of the GPTNERMED German NER model for medical entities.",
  "author":"Johann Frei",
  "email":"[email protected]",
  "url":"https://github.com/frankkramer-lab/GPTNERMED",
  "license":"",
  "spacy_version":">=3.4.1,<3.5.0",
  "spacy_git_version":"Unknown",
  "vectors":{
    "width":0,
    "vectors":0,
    "keys":0,
    "name":null
  },
  "labels":{
    "transformer":[

    ],
    "ner":[
      "Diagnose",
      "Dosis",
      "Medikation"
    ]
  },
  "pipeline":[
    "transformer",
    "ner"
  ],
  "components":[
    "transformer",
    "ner"
  ],
  "disabled":[

  ],
  "performance":{
    "ents_f":0.9162058698,
    "ents_p":0.9173764906,
    "ents_r":0.9150382328,
    "ents_per_type":{
      "Medikation":{
        "p":0.9520333681,
        "r":0.9364102564,
        "f":0.9441571872
      },
      "Dosis":{
        "p":0.9382889201,
        "r":0.8979865772,
        "f":0.9176954733
      },
      "Diagnose":{
        "p":0.8461538462,
        "r":0.9022082019,
        "f":0.8732824427
      }
    },
    "transformer_loss":313.6635558275,
    "ner_loss":503.0602104092
  },
  "requirements":[
    "spacy-transformers>=1.1.9,<1.2.0"
  ]
}