SensiGuard-PII

22
1
license:mit
by
TensorGreed
Other
OTHER
New
22 downloads
Early-stage
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Quick Summary

AI model with specialized capabilities.

Code Examples

[{'entity_group': 'SSN', 'score': 0.99, 'word': '123-45-6789', 'start': 10, 'end': 21},texttransformers
from transformers import AutoTokenizer, AutoModelForTokenClassification, pipeline

model_id = "your_namespace/SensiGuard-PII"
tok = AutoTokenizer.from_pretrained(model_id)
model = AutoModelForTokenClassification.from_pretrained(model_id)

nlp = pipeline("token-classification", model=model, tokenizer=tok, aggregation_strategy="simple")
text = "My SSN is 123-45-6789 and my card is 4111 1111 1111 1111."
print(nlp(text))
# [{'entity_group': 'SSN', 'score': 0.99, 'word': '123-45-6789', 'start': 10, 'end': 21},

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