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Huertas97
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en_roberta_base_leetspeak_ner

Token Classification
spaCy
English
Eval Results
Model card Files Community
en_roberta_base_leetspeak_ner
File size: 1,243 Bytes 
53b816d
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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{
  "lang":"en",
  "name":"roberta_base_leetspeak_ner",
  "version":"0.0.0",
  "description":"",
  "author":"",
  "email":"",
  "url":"",
  "license":"",
  "spacy_version":">=3.2.1,<3.3.0",
  "spacy_git_version":"800737b41",
  "vectors":{
    "width":0,
    "vectors":0,
    "keys":0,
    "name":null
  },
  "labels":{
    "transformer":[

    ],
    "ner":[
      "INV_CAMO",
      "LEETSPEAK",
      "MIX",
      "PUNCT_CAMO"
    ]
  },
  "pipeline":[
    "transformer",
    "ner"
  ],
  "components":[
    "transformer",
    "ner"
  ],
  "disabled":[

  ],
  "performance":{
    "ents_f":0.8279903783,
    "ents_p":0.7966001851,
    "ents_r":0.8619559279,
    "ents_per_type":{
      "MIX":{
        "p":0.8996925442,
        "r":0.6911721287,
        "f":0.781766572
      },
      "PUNCT_CAMO":{
        "p":0.9286393911,
        "r":0.8888888889,
        "f":0.9083294556
      },
      "LEETSPEAK":{
        "p":0.6921052632,
        "r":0.9582083155,
        "f":0.8037030379
      },
      "INV_CAMO":{
        "p":0.9763560501,
        "r":0.9577080491,
        "f":0.9669421488
      }
    },
    "transformer_loss":1778.0842096207,
    "ner_loss":6084.2731386215
  },
  "requirements":[
    "spacy-transformers>=1.1.3,<1.2.0"
  ]
}