kiji-pii-model

1
license:apache-2.0
by
DataikuNLP
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OTHER
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Quick Summary

AI model with specialized capabilities.

Code Examples

Usagepythontransformers
import torch
from transformers import AutoTokenizer

# Load tokenizer
tokenizer = AutoTokenizer.from_pretrained("DataikuNLP/kiji-pii-model")

# The model uses a custom MultiTaskPIIDetectionModel architecture.
# Load weights manually:
from safetensors.torch import load_file
weights = load_file("DataikuNLP/kiji-pii-model/model.safetensors")  # or local path

# Tokenize
text = "Contact John Smith at [email protected] or call +1-555-123-4567."
inputs = tokenizer(text, return_tensors="pt", truncation=True, max_length=512)

# See the label_mappings.json file for PII label definitions

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