Instructions to use AtomicoLabs/ALF-pii-nano with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use AtomicoLabs/ALF-pii-nano with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("token-classification", model="AtomicoLabs/ALF-pii-nano")# Load model directly from transformers import AutoTokenizer, AutoModelForTokenClassification tokenizer = AutoTokenizer.from_pretrained("AtomicoLabs/ALF-pii-nano") model = AutoModelForTokenClassification.from_pretrained("AtomicoLabs/ALF-pii-nano", device_map="auto") - Notebooks
- Google Colab
- Kaggle
| { | |
| "labels": [ | |
| "O", | |
| "B-ACCOUNT_IBAN", | |
| "B-ADDRESS", | |
| "B-CREDIT_CARD", | |
| "B-DATE_DOB", | |
| "B-EMAIL", | |
| "B-ID_NUMBER", | |
| "B-IP", | |
| "B-ORG", | |
| "B-PERSON", | |
| "B-PHONE", | |
| "B-USERNAME_URL", | |
| "I-ACCOUNT_IBAN", | |
| "I-ADDRESS", | |
| "I-CREDIT_CARD", | |
| "I-DATE_DOB", | |
| "I-EMAIL", | |
| "I-ID_NUMBER", | |
| "I-IP", | |
| "I-ORG", | |
| "I-PERSON", | |
| "I-PHONE", | |
| "I-USERNAME_URL" | |
| ], | |
| "id2label": { | |
| "0": "O", | |
| "1": "B-ACCOUNT_IBAN", | |
| "2": "B-ADDRESS", | |
| "3": "B-CREDIT_CARD", | |
| "4": "B-DATE_DOB", | |
| "5": "B-EMAIL", | |
| "6": "B-ID_NUMBER", | |
| "7": "B-IP", | |
| "8": "B-ORG", | |
| "9": "B-PERSON", | |
| "10": "B-PHONE", | |
| "11": "B-USERNAME_URL", | |
| "12": "I-ACCOUNT_IBAN", | |
| "13": "I-ADDRESS", | |
| "14": "I-CREDIT_CARD", | |
| "15": "I-DATE_DOB", | |
| "16": "I-EMAIL", | |
| "17": "I-ID_NUMBER", | |
| "18": "I-IP", | |
| "19": "I-ORG", | |
| "20": "I-PERSON", | |
| "21": "I-PHONE", | |
| "22": "I-USERNAME_URL" | |
| } | |
| } |