birgermoell commited on
Commit
397397b
1 Parent(s): fec41d6

Updated model

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Files changed (2) hide show
  1. README.md +2 -2
  2. eval_results.json +12 -0
README.md CHANGED
@@ -86,9 +86,9 @@ from transformers import AutoTokenizer, AutoModelForTokenClassification
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  from transformers import pipeline
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- tokenizer = AutoTokenizer.from_pretrained("philschmid/distilroberta-base-ner-wikiann")
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- model = AutoModelForTokenClassification.from_pretrained("philschmid/distilroberta-base-ner-wikiann")
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  nlp = pipeline("ner", model=model, tokenizer=tokenizer, grouped_entities=True)
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  from transformers import pipeline
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+ tokenizer = AutoTokenizer.from_pretrained("birgermoell/ner-swedish-wikiann")
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+ model = AutoModelForTokenClassification.from_pretrained("birgermoell/ner-swedish-wikiann")
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  nlp = pipeline("ner", model=model, tokenizer=tokenizer, grouped_entities=True)
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eval_results.json ADDED
@@ -0,0 +1,12 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ {
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+ "epoch": 3.0,
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+ "eval_accuracy": 0.9848601595201899,
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+ "eval_f1": 0.9434072987346416,
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+ "eval_loss": 0.08223789930343628,
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+ "eval_precision": 0.939307624890447,
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+ "eval_recall": 0.9475429160834009,
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+ "eval_runtime": 148.4881,
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+ "eval_samples": 10000,
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+ "eval_samples_per_second": 67.345,
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+ "eval_steps_per_second": 8.418
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+ }