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beki
/
en_spacy_pii_distilbert

Token Classification
spaCy
English
distilbert
Eval Results
Model card Files Community
5
en_spacy_pii_distilbert
File size: 1,322 Bytes 
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{
  "lang":"en",
  "name":"spacy_pii_distilbert",
  "version":"0.0.0",
  "description":"",
  "author":"",
  "email":"",
  "url":"",
  "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":[
      "DATE_TIME",
      "LOC",
      "NRP",
      "ORG",
      "PER"
    ]
  },
  "pipeline":[
    "transformer",
    "ner"
  ],
  "components":[
    "transformer",
    "ner"
  ],
  "disabled":[

  ],
  "performance":{
    "ents_f":0.9542229703,
    "ents_p":0.9530385872,
    "ents_r":0.9554103008,
    "ents_per_type":{
      "LOC":{
        "p":0.9765889346,
        "r":0.9701126453,
        "f":0.9733400173
      },
      "PER":{
        "p":0.9695455151,
        "r":0.9757880617,
        "f":0.9726567723
      },
      "ORG":{
        "p":0.8995199651,
        "r":0.908139663,
        "f":0.9038092628
      },
      "DATE_TIME":{
        "p":0.9189212854,
        "r":0.9294190577,
        "f":0.9241403601
      },
      "NRP":{
        "p":0.9720291027,
        "r":0.9707734539,
        "f":0.9714008725
      }
    },
    "transformer_loss":611.5485249757,
    "ner_loss":560.0188104431
  },
  "requirements":[
    "spacy-transformers>=1.1.8,<1.2.0"
  ]
}