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en_finding_fossils_transformer

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en_finding_fossils_transformer
File size: 1,539 Bytes 
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{
  "lang":"en",
  "name":"finding_fossils_transformer",
  "version":"0.0.0",
  "description":"",
  "author":"",
  "email":"",
  "url":"",
  "license":"",
  "spacy_version":">=3.5.3,<3.6.0",
  "spacy_git_version":"Unknown",
  "vectors":{
    "width":300,
    "vectors":20000,
    "keys":514157,
    "name":"en_vectors"
  },
  "labels":{
    "transformer":[

    ],
    "ner":[
      "AGE",
      "ALTI",
      "EMAIL",
      "GEOG",
      "REGION",
      "SITE",
      "TAXA"
    ]
  },
  "pipeline":[
    "transformer",
    "ner"
  ],
  "components":[
    "transformer",
    "ner"
  ],
  "disabled":[

  ],
  "performance":{
    "ents_f":0.6037621359,
    "ents_p":0.5179593961,
    "ents_r":0.7236363636,
    "ents_per_type":{
      "REGION":{
        "p":0.4023255814,
        "r":0.550955414,
        "f":0.4650537634
      },
      "SITE":{
        "p":0.29375,
        "r":0.5310734463,
        "f":0.3782696177
      },
      "AGE":{
        "p":0.4401408451,
        "r":0.6476683938,
        "f":0.5241090147
      },
      "GEOG":{
        "p":0.4545454545,
        "r":0.5555555556,
        "f":0.5
      },
      "EMAIL":{
        "p":1.0,
        "r":1.0,
        "f":1.0
      },
      "TAXA":{
        "p":0.7256410256,
        "r":0.8955696203,
        "f":0.8016997167
      },
      "ALTI":{
        "p":0.2203389831,
        "r":0.6842105263,
        "f":0.3333333333
      }
    },
    "transformer_loss":310.3257961016,
    "ner_loss":371.0345122826
  },
  "requirements":[
    "spacy-transformers>=1.2.3,<1.3.0"
  ]
}