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ru_patents_ner-tiny

Token Classification
spaCy
Russian
Eval Results
Model card Files Community
ru_patents_ner-tiny
File size: 1,321 Bytes 
b832029
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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{
  "lang":"ru",
  "name":"patents_ner_tiny",
  "version":"1.0.0",
  "description":"",
  "author":"",
  "email":"",
  "url":"",
  "license":"",
  "spacy_version":">=3.8.5,<3.9.0",
  "spacy_git_version":"d0c705c",
  "vectors":{
    "width":0,
    "vectors":0,
    "keys":0,
    "name":null
  },
  "labels":{
    "transformer":[

    ],
    "ner":[
      "ATTRIBUTE",
      "COMPONENT",
      "SYSTEM"
    ]
  },
  "pipeline":[
    "transformer",
    "ner"
  ],
  "components":[
    "transformer",
    "ner"
  ],
  "disabled":[

  ],
  "performance":{
    "f1_micro":0.5628261742,
    "f1_macro":0.4730583654,
    "f1_weighted":0.5485198927,
    "f1_COMPONENT":0.6256795237,
    "f1_SYSTEM":0.5134706815,
    "f1_ATTRIBUTE":0.2800248911,
    "ents_p":0.574707932,
    "ents_r":0.551425762,
    "ents_f":0.5628261742,
    "ents_per_type":{
      "SYSTEM":{
        "p":0.6206896552,
        "r":0.4378378378,
        "f":0.5134706815
      },
      "COMPONENT":{
        "p":0.6003477397,
        "r":0.6532432432,
        "f":0.6256795237
      },
      "ATTRIBUTE":{
        "p":0.3800675676,
        "r":0.2216748768,
        "f":0.2800248911
      }
    },
    "transformer_loss":3274.3835755019,
    "ner_loss":5288.8828125
  },
  "requirements":[
    "spacy-transformers>=1.3.8,<1.4.0",
    "spacy>=3.8.5,<3.9.0"
  ]
}