How to use akoksal/name_anonymization with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("token-classification", model="akoksal/name_anonymization")
# Load model directly from transformers import AutoTokenizer, AutoModelForTokenClassification tokenizer = AutoTokenizer.from_pretrained("akoksal/name_anonymization") model = AutoModelForTokenClassification.from_pretrained("akoksal/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: 87%
