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teo-sanchez
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en_ner_prompting

Token Classification
spaCy
English
Eval Results
Model card Files Community
en_ner_prompting
File size: 2,776 Bytes 
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{
  "lang":"en",
  "name":"ner_prompting",
  "version":"0.0.3",
  "description":"",
  "author":"",
  "email":"",
  "url":"",
  "license":"",
  "spacy_version":">=3.4.3,<3.5.0",
  "spacy_git_version":"63673a792",
  "vectors":{
    "width":300,
    "vectors":514157,
    "keys":514157,
    "name":"en_vectors"
  },
  "labels":{
    "tok2vec":[

    ],
    "ner":[
      "color",
      "composition",
      "context/emotion",
      "context/era",
      "context/weather",
      "detail",
      "influence/artist",
      "influence/artwork",
      "influence/genre",
      "influence/repository",
      "light",
      "medium/illustration",
      "medium/painting",
      "medium/photography",
      "medium/rendering",
      "subject"
    ]
  },
  "pipeline":[
    "tok2vec",
    "ner"
  ],
  "components":[
    "tok2vec",
    "ner"
  ],
  "disabled":[

  ],
  "performance":{
    "ents_f":0.7341913822,
    "ents_p":0.7437641723,
    "ents_r":0.7248618785,
    "ents_per_type":{
      "subject":{
        "p":0.556122449,
        "r":0.5396039604,
        "f":0.5477386935
      },
      "influence/artist":{
        "p":0.8592592593,
        "r":0.8992248062,
        "f":0.8787878788
      },
      "light":{
        "p":0.8684210526,
        "r":0.9166666667,
        "f":0.8918918919
      },
      "context/weather":{
        "p":0.5714285714,
        "r":0.4444444444,
        "f":0.5
      },
      "influence/repository":{
        "p":0.7307692308,
        "r":0.8837209302,
        "f":0.8
      },
      "detail":{
        "p":0.9285714286,
        "r":0.8921568627,
        "f":0.91
      },
      "context/emotion":{
        "p":0.7021276596,
        "r":0.6470588235,
        "f":0.6734693878
      },
      "medium/illustration":{
        "p":0.880952381,
        "r":0.7254901961,
        "f":0.7956989247
      },
      "composition":{
        "p":0.6666666667,
        "r":0.5882352941,
        "f":0.625
      },
      "color":{
        "p":0.75,
        "r":0.7714285714,
        "f":0.7605633803
      },
      "influence/genre":{
        "p":0.6285714286,
        "r":0.7586206897,
        "f":0.6875
      },
      "medium/photography":{
        "p":0.7692307692,
        "r":0.6756756757,
        "f":0.7194244604
      },
      "medium/painting":{
        "p":0.9166666667,
        "r":0.7857142857,
        "f":0.8461538462
      },
      "medium/rendering":{
        "p":0.9166666667,
        "r":0.7857142857,
        "f":0.8461538462
      },
      "influence/artwork":{
        "p":0.75,
        "r":0.4285714286,
        "f":0.5454545455
      },
      "context/era":{
        "p":0.7272727273,
        "r":0.8888888889,
        "f":0.8
      }
    },
    "tok2vec_loss":193.2384098415,
    "ner_loss":1445.2481568924
  },
  "requirements":[

  ]
}