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distilbert-base-NER

Token Classification
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English
distilbert
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3

Add verifyToken field to verify evaluation results are produced by Hugging Face's automatic model evaluator

#2
by autoevaluator HF Staff - opened
base: refs/heads/main
←
from: refs/pr/2
Discussion Files changed
+15
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Files changed (1) hide show
  1. README.md +15 -10
README.md CHANGED
@@ -15,26 +15,31 @@ model-index:
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  config: conll2003
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  split: validation
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  metrics:
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- - name: Accuracy
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- type: accuracy
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  value: 0.9854480753649896
 
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  verified: true
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- - name: Precision
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- type: precision
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  value: 0.9880928983228512
 
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  verified: true
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- - name: Recall
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- type: recall
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  value: 0.9895677847945542
 
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  verified: true
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- - name: F1
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- type: f1
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  value: 0.9888297915932504
 
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  verified: true
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- - name: loss
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- type: loss
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  value: 0.06707527488470078
 
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  verified: true
 
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  ---
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  [DistilBERT base uncased](https://huggingface.co/distilbert-base-uncased), fine-tuned for NER using the [conll03 english dataset](https://huggingface.co/datasets/conll2003). Note that this model is **not** sensitive to capital letters — "english" is the same as "English". For the case sensitive version, please use [elastic/distilbert-base-cased-finetuned-conll03-english](https://huggingface.co/elastic/distilbert-base-cased-finetuned-conll03-english).
 
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  config: conll2003
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  split: validation
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  metrics:
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+ - type: accuracy
 
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  value: 0.9854480753649896
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+ name: Accuracy
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  verified: true
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+ verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNjcxZmJmZjE1Y2EzYWYzZDJjMTFhMGVlYWU1OThhYTY2NTZiMmRlYzY4MTcyZTkzYmNlNmI2YWE0Y2ZiYTcyZCIsInZlcnNpb24iOjF9.IDIpE6cedd9eW82XzNgl5buN9BdQPwQ7FfDJXBhuVkbZVRP31x0Q2wyKqw4PMXUtfVwdSD9ryc0HKx6sslcPDQ
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+ - type: precision
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  value: 0.9880928983228512
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+ name: Precision
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  verified: true
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+ verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNTRiYTYwNDAxNGMwOWQ2MjExZGU2OThiYTM2N2UyMjFhNDEyMzI3ZWFjYWJmNDNhMjRhMDIwNzFkNDc1YWYwMyIsInZlcnNpb24iOjF9.iYDlmVGs9cU6qZ-vEdqdwBMe3O1vv7zEg7IYshL-NDctCbD2QKvVHBkBqhcD4ydjevK3VDOigQclwZEJw1shCQ
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+ - type: recall
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  value: 0.9895677847945542
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+ name: Recall
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  verified: true
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+ verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNmVlYzliMDFiYmQyMGMwMDRhMDc5NTliNjRiNDczMGI4YjdjMWRiNDhmMWQ2ZmRlYTg4ZTU3NDAyOTdjYTA0NCIsInZlcnNpb24iOjF9.c4EwFSv8IO4E2PcSOaiK7UNjTM-wU3PE9AgOfsgfE3IeZ31jJqVxPbKBBW6YgaVXKgNp_O3U58zcC_EnE9-PAg
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+ - type: f1
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  value: 0.9888297915932504
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+ name: F1
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  verified: true
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+ verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiY2ViZmE3NjMwZjJmMTU4MDMyOWZjNDY5YjQzYzMyNWExZTA1NDM2ZjViNzdmNWJmM2IzMGEwYmM3MzRiNmM4NiIsInZlcnNpb24iOjF9.HD0BOw-IRrvIFswHKU8uNrNizvmfaaXYYo81KML0NFBS1-4BGWrRgo3gcxTYOCzvDyC5rTy6jKOV8KPRwJEfDg
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+ - type: loss
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  value: 0.06707527488470078
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+ name: loss
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  verified: true
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+ verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiZmE1NjExNTdkOWMyZTNkNWIyZTA5OTU3NzBmZmI0NWVhMjY4ZmVmZjdmM2NhNmY0YWNjMGE0OGJiMmQwZTQ2NiIsInZlcnNpb24iOjF9.E28oWv-H4AJvAHcAuFLomho0-_CSkzsCgYesEhIkjzUvP0YSjwDUHN_qAkndBIzw6bMEKplT8a3FCWePN1ScAA
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  ---
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  [DistilBERT base uncased](https://huggingface.co/distilbert-base-uncased), fine-tuned for NER using the [conll03 english dataset](https://huggingface.co/datasets/conll2003). Note that this model is **not** sensitive to capital letters — "english" is the same as "English". For the case sensitive version, please use [elastic/distilbert-base-cased-finetuned-conll03-english](https://huggingface.co/elastic/distilbert-base-cased-finetuned-conll03-english).