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lang-uk
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roberta-large-ner-uk

Token Classification
spaCy
Ukrainian
ner
Eval Results (legacy)
Model card Files
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Files changed (6) hide show
  1. config.cfg +1 -1
  2. meta.json +38 -38
  3. ner/model +1 -1
  4. ner/moves +1 -1
  5. transformer/model +1 -1
  6. vocab/strings.json +2 -2
config.cfg CHANGED
@@ -51,7 +51,7 @@ set_extra_annotations = {"@annotation_setters":"spacy-transformers.null_annotati
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  [components.transformer.model]
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  @architectures = "spacy-transformers.TransformerModel.v3"
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  name = "51la5/roberta-large-NER"
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- mixed_precision = true
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  [components.transformer.model.get_spans]
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  @span_getters = "spacy-transformers.strided_spans.v1"
 
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  [components.transformer.model]
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  @architectures = "spacy-transformers.TransformerModel.v3"
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  name = "51la5/roberta-large-NER"
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+ mixed_precision = false
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  [components.transformer.model.get_spans]
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  @span_getters = "spacy-transformers.strided_spans.v1"
meta.json CHANGED
@@ -48,59 +48,64 @@
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  ],
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  "performance":{
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- "ents_f":0.9303786425,
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- "ents_p":0.9276270007,
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- "ents_r":0.9331466573,
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  "ents_per_type":{
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  "PERS":{
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- "p":0.9857697283,
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- "r":0.9870466321,
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- "f":0.986407767
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  },
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  "PERIOD":{
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- "p":0.7352941176,
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  "r":0.8823529412,
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- "f":0.8021390374
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  },
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  "MISC":{
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- "p":0.7843137255,
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  "r":0.6153846154,
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- "f":0.6896551724
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  },
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  "DATE":{
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- "p":0.9411764706,
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- "r":0.8924302789,
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- "f":0.9161554192
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  },
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  "LOC":{
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- "p":0.9585492228,
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- "r":0.9462915601,
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- "f":0.9523809524
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  },
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  "ORG":{
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- "p":0.9642857143,
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- "r":0.9257142857,
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- "f":0.944606414
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  },
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  "DOC":{
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- "p":0.3947368421,
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- "r":0.75,
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- "f":0.5172413793
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  },
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  "JOB":{
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- "p":0.8148148148,
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- "r":0.8897058824,
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- "f":0.8506151142
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  },
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  "ART":{
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- "p":0.7835051546,
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- "r":0.8941176471,
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- "f":0.8351648352
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  },
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  "PCT":{
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- "p":0.9428571429,
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- "r":0.9705882353,
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- "f":0.9565217391
 
 
 
 
 
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  },
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  "MON":{
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@@ -111,14 +116,9 @@
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  "p":0.9482758621,
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  "r":1.0,
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  "f":0.9734513274
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- },
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- "TIME":{
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  }
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- "transformer_loss":9340.5868471026,
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- "ner_loss":17405.3963184387
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  }
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  }
 
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  ],
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  "performance":{
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+ "ents_f":0.9404366812,
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+ "ents_p":0.9386331939,
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+ "ents_r":0.9422471124,
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  "ents_per_type":{
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  "PERS":{
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+ "p":0.9858064516,
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+ "r":0.9896373057,
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+ "f":0.9877181642
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  },
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  "PERIOD":{
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+ "p":0.8064516129,
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  "r":0.8823529412,
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+ "f":0.8426966292
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  },
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  "MISC":{
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+ "p":0.8695652174,
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  "r":0.6153846154,
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+ "f":0.7207207207
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  },
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  "DATE":{
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+ "p":0.9426229508,
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+ "r":0.9163346614,
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+ "f":0.9292929293
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  },
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  "LOC":{
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+ "p":0.9708222812,
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+ "r":0.9360613811,
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+ "f":0.953125
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  },
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  "ORG":{
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+ "p":0.9617647059,
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+ "r":0.9342857143,
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+ "f":0.947826087
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  },
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  "DOC":{
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+ "p":0.4705882353,
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+ "r":0.8,
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+ "f":0.5925925926
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  },
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  "JOB":{
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+ "p":0.8484848485,
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+ "f":0.8857644991
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  },
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  "ART":{
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+ "p":0.7843137255,
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+ "r":0.9411764706,
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+ "f":0.8556149733
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  },
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  "PCT":{
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+ "p":1.0,
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+ "r":1.0,
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+ "f":1.0
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+ },
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+ "TIME":{
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+ "p":0.8,
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+ "r":0.8,
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+ "f":0.8
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  },
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  "MON":{
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  "p":0.9918699187,
 
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  "p":0.9482758621,
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  "r":1.0,
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  "f":0.9734513274
 
 
 
 
 
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  }
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  },
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+ "transformer_loss":17936.5538837028,
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+ "ner_loss":22745.0924942145
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  }
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  }
ner/model CHANGED
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ner/moves CHANGED
@@ -1 +1 @@
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transformer/model CHANGED
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vocab/strings.json CHANGED
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