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spacy_bert_ner_resume_NLP

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spacy_bert_ner_resume_NLP
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{
  "lang":"en",
  "name":"pipeline",
  "version":"0.0.0",
  "spacy_version":">=3.5.1,<3.6.0",
  "description":"",
  "author":"",
  "email":"",
  "url":"",
  "license":"",
  "spacy_git_version":"Unknown",
  "vectors":{
    "width":0,
    "vectors":0,
    "keys":0,
    "name":null,
    "mode":"default"
  },
  "labels":{
    "transformer":[

    ],
    "ner":[
      "DIPLOMA",
      "DIPLOMA_MAJOR",
      "EXPERIENCE",
      "SKILLS"
    ]
  },
  "pipeline":[
    "transformer",
    "ner"
  ],
  "components":[
    "transformer",
    "ner"
  ],
  "disabled":[

  ],
  "performance":{
    "ents_f":0.6684210526,
    "ents_p":0.679144385,
    "ents_r":0.6580310881,
    "ents_per_type":{
      "SKILLS":{
        "p":0.6482084691,
        "r":0.6317460317,
        "f":0.6398713826
      },
      "DIPLOMA_MAJOR":{
        "p":0.8,
        "r":0.6666666667,
        "f":0.7272727273
      },
      "DIPLOMA":{
        "p":0.7368421053,
        "r":0.9333333333,
        "f":0.8235294118
      },
      "EXPERIENCE":{
        "p":0.9444444444,
        "r":0.85,
        "f":0.8947368421
      }
    },
    "transformer_loss":1473.3122257631,
    "ner_loss":1407.7312143657
  }
}