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JeswinMS4
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en_resume_pipeline

Token Classification
spaCy
English
Eval Results
Model card Files Community
en_resume_pipeline
File size: 2,794 Bytes 
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{
  "lang":"en",
  "name":"resume_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":[
      "AWARDS",
      "CERTIFICATION",
      "COLLEGE NAME",
      "COMPANIES WORKED AT",
      "CONTACT",
      "DEGREE",
      "DESIGNATION",
      "EMAIL ADDRESS",
      "LANGUAGE",
      "LINKEDIN LINK",
      "LOCATION",
      "NAME",
      "SKILLS",
      "UNIVERSITY",
      "Unlabelled",
      "WORKED AS",
      "YEAR OF GRADUATION",
      "YEARS OF EXPERIENCE"
    ]
  },
  "pipeline":[
    "transformer",
    "ner"
  ],
  "components":[
    "transformer",
    "ner"
  ],
  "disabled":[

  ],
  "performance":{
    "ents_f":0.8602892398,
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    "ents_r":0.8634971368,
    "ents_per_type":{
      "LINKEDIN LINK":{
        "p":0.9836065574,
        "r":0.9771986971,
        "f":0.9803921569
      },
      "SKILLS":{
        "p":0.8620988725,
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        "f":0.8064908722
      },
      "NAME":{
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        "f":0.9451612903
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      "LOCATION":{
        "p":0.7616099071,
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      },
      "COMPANIES WORKED AT":{
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        "r":0.9112688554,
        "f":0.9206633797
      },
      "WORKED AS":{
        "p":0.882848392,
        "r":0.9114624506,
        "f":0.8969272657
      },
      "YEARS OF EXPERIENCE":{
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      },
      "UNIVERSITY":{
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        "f":0.7714884696
      },
      "DEGREE":{
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      },
      "YEAR OF GRADUATION":{
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      },
      "COLLEGE NAME":{
        "p":0.5534591195,
        "r":0.6567164179,
        "f":0.6006825939
      },
      "CERTIFICATION":{
        "p":0.73125,
        "r":0.8283185841,
        "f":0.7767634855
      },
      "LANGUAGE":{
        "p":0.734439834,
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        "f":0.7298969072
      },
      "AWARDS":{
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        "r":0.7777777778,
        "f":0.7875
      },
      "EMAIL ADDRESS":{
        "p":0.75,
        "r":0.4285714286,
        "f":0.5454545455
      },
      "Unlabelled":{
        "p":0.0,
        "r":0.0,
        "f":0.0
      }
    },
    "transformer_loss":3968.4726564768,
    "ner_loss":5253.0240217419
  },
  "requirements":[
    "spacy-transformers>=1.3.5,<1.4.0"
  ]
}