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Tommycl
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en_pipeline

Token Classification
spaCy
English
Eval Results
Model card Files Community
en_pipeline
File size: 1,640 Bytes 
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{
  "lang":"en",
  "name":"pipeline",
  "version":"0.0.0",
  "description":"",
  "author":"",
  "email":"",
  "url":"",
  "license":"",
  "spacy_version":">=3.7.5,<3.8.0",
  "spacy_git_version":"a6d0fc360",
  "vectors":{
    "width":0,
    "vectors":0,
    "keys":0,
    "name":null
  },
  "labels":{
    "transformer":[

    ],
    "ner":[
      "art",
      "eve",
      "geo",
      "gpe",
      "nat",
      "org",
      "per",
      "tim"
    ]
  },
  "pipeline":[
    "transformer",
    "ner"
  ],
  "components":[
    "transformer",
    "ner"
  ],
  "disabled":[

  ],
  "performance":{
    "ents_f":0.8464457224,
    "ents_p":0.85050487,
    "ents_r":0.8424251365,
    "ents_per_type":{
      "geo":{
        "p":0.8476966979,
        "r":0.9180573951,
        "f":0.8814752014
      },
      "gpe":{
        "p":0.9596403179,
        "r":0.9475531695,
        "f":0.9535584416
      },
      "per":{
        "p":0.7913401254,
        "r":0.7868692772,
        "f":0.7890983687
      },
      "org":{
        "p":0.8001579779,
        "r":0.6644801574,
        "f":0.7260347608
      },
      "tim":{
        "p":0.8831530646,
        "r":0.8672352752,
        "f":0.8751217928
      },
      "art":{
        "p":0.2636363636,
        "r":0.2478632479,
        "f":0.2555066079
      },
      "nat":{
        "p":0.3088235294,
        "r":0.3387096774,
        "f":0.3230769231
      },
      "eve":{
        "p":0.4871794872,
        "r":0.3689320388,
        "f":0.4198895028
      }
    },
    "transformer_loss":3953.7261634023,
    "ner_loss":5689.0399058923
  },
  "requirements":[
    "spacy-transformers>=1.3.5,<1.4.0"
  ]
}