Token Classification
Transformers
German
English
pii-detection
named-entity-recognition
privacy
xlm-roberta
german
english
Instructions to use SanoAI/sano-shield-1-multilingual with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use SanoAI/sano-shield-1-multilingual with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("token-classification", model="SanoAI/sano-shield-1-multilingual")# pip install -U transformers accelerate # Load model directly from transformers import AutoModel model = AutoModel.from_pretrained("SanoAI/sano-shield-1-multilingual", device_map="auto") - Notebooks
- Google Colab
- Kaggle
Commit History
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Document Sano Shield 1.2 benchmarks and limitations
Verified signatureUpdate the public model card for the promoted Shield 1.2 release. Adds model-only and current product-pipeline comparisons, document and runtime results, deployment parity, training details, metric definitions, and explicit limitations. No model weights are uploaded.333e451 -
Remove obsolete small-slice metric reference
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Update paired German and English evaluation metrics
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Publish Sano Shield 1.1 model card
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initial commit
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