How to use from the
Use from the
Transformers library
# Use a pipeline as a high-level helper
from transformers import pipeline

pipe = pipeline("token-classification", model="deprem-ml/name_anonymization")
# Load model directly
from transformers import AutoTokenizer, AutoModelForTokenClassification

tokenizer = AutoTokenizer.from_pretrained("deprem-ml/name_anonymization")
model = AutoModelForTokenClassification.from_pretrained("deprem-ml/name_anonymization")
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Turkish Name Anonymization

This model has been fine-tuned on a Turkish NER dataset to identify personal names, making it suitable for anonymization purposes.

  • Language: Turkish
  • PLM: dbmdz/bert-base-turkish-cased
  • F1 Score: 85%
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