Token Classification
PEFT
Safetensors
English
privacy
pii
lora
nigeria
privacy-filter
Eval Results (legacy)
Instructions to use iamSamurai/privacy-filter-nigeria with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- PEFT
How to use iamSamurai/privacy-filter-nigeria with PEFT:
from peft import PeftModel from transformers import AutoModelForTokenClassification base_model = AutoModelForTokenClassification.from_pretrained("openai/privacy-filter") model = PeftModel.from_pretrained(base_model, "iamSamurai/privacy-filter-nigeria") - Notebooks
- Google Colab
- Kaggle
| { | |
| "alias_map": { | |
| "private_nuban_account": "account_number" | |
| }, | |
| "dropped_labels": [], | |
| "id_to_label": { | |
| "0": "O", | |
| "1": "B-account_number", | |
| "2": "I-account_number", | |
| "3": "E-account_number", | |
| "4": "S-account_number", | |
| "5": "B-private_address", | |
| "6": "I-private_address", | |
| "7": "E-private_address", | |
| "8": "S-private_address", | |
| "9": "B-private_email", | |
| "10": "I-private_email", | |
| "11": "E-private_email", | |
| "12": "S-private_email", | |
| "13": "B-private_person", | |
| "14": "I-private_person", | |
| "15": "E-private_person", | |
| "16": "S-private_person", | |
| "17": "B-private_phone", | |
| "18": "I-private_phone", | |
| "19": "E-private_phone", | |
| "20": "S-private_phone", | |
| "21": "B-private_url", | |
| "22": "I-private_url", | |
| "23": "E-private_url", | |
| "24": "S-private_url", | |
| "25": "B-private_date", | |
| "26": "I-private_date", | |
| "27": "E-private_date", | |
| "28": "S-private_date", | |
| "29": "B-secret", | |
| "30": "I-secret", | |
| "31": "E-secret", | |
| "32": "S-secret", | |
| "33": "B-private_nin", | |
| "34": "I-private_nin", | |
| "35": "E-private_nin", | |
| "36": "S-private_nin", | |
| "37": "B-private_bvn", | |
| "38": "I-private_bvn", | |
| "39": "E-private_bvn", | |
| "40": "S-private_bvn", | |
| "41": "B-private_passport_number", | |
| "42": "I-private_passport_number", | |
| "43": "E-private_passport_number", | |
| "44": "S-private_passport_number", | |
| "45": "B-private_drivers_license_number", | |
| "46": "I-private_drivers_license_number", | |
| "47": "E-private_drivers_license_number", | |
| "48": "S-private_drivers_license_number", | |
| "49": "B-private_voters_card_number", | |
| "50": "I-private_voters_card_number", | |
| "51": "E-private_voters_card_number", | |
| "52": "S-private_voters_card_number" | |
| }, | |
| "label_to_id": { | |
| "B-account_number": 1, | |
| "B-private_address": 5, | |
| "B-private_bvn": 37, | |
| "B-private_date": 25, | |
| "B-private_drivers_license_number": 45, | |
| "B-private_email": 9, | |
| "B-private_nin": 33, | |
| "B-private_passport_number": 41, | |
| "B-private_person": 13, | |
| "B-private_phone": 17, | |
| "B-private_url": 21, | |
| "B-private_voters_card_number": 49, | |
| "B-secret": 29, | |
| "E-account_number": 3, | |
| "E-private_address": 7, | |
| "E-private_bvn": 39, | |
| "E-private_date": 27, | |
| "E-private_drivers_license_number": 47, | |
| "E-private_email": 11, | |
| "E-private_nin": 35, | |
| "E-private_passport_number": 43, | |
| "E-private_person": 15, | |
| "E-private_phone": 19, | |
| "E-private_url": 23, | |
| "E-private_voters_card_number": 51, | |
| "E-secret": 31, | |
| "I-account_number": 2, | |
| "I-private_address": 6, | |
| "I-private_bvn": 38, | |
| "I-private_date": 26, | |
| "I-private_drivers_license_number": 46, | |
| "I-private_email": 10, | |
| "I-private_nin": 34, | |
| "I-private_passport_number": 42, | |
| "I-private_person": 14, | |
| "I-private_phone": 18, | |
| "I-private_url": 22, | |
| "I-private_voters_card_number": 50, | |
| "I-secret": 30, | |
| "O": 0, | |
| "S-account_number": 4, | |
| "S-private_address": 8, | |
| "S-private_bvn": 40, | |
| "S-private_date": 28, | |
| "S-private_drivers_license_number": 48, | |
| "S-private_email": 12, | |
| "S-private_nin": 36, | |
| "S-private_passport_number": 44, | |
| "S-private_person": 16, | |
| "S-private_phone": 20, | |
| "S-private_url": 24, | |
| "S-private_voters_card_number": 52, | |
| "S-secret": 32 | |
| }, | |
| "span_labels": [ | |
| "account_number", | |
| "private_address", | |
| "private_email", | |
| "private_person", | |
| "private_phone", | |
| "private_url", | |
| "private_date", | |
| "secret", | |
| "private_nin", | |
| "private_bvn", | |
| "private_passport_number", | |
| "private_drivers_license_number", | |
| "private_voters_card_number" | |
| ], | |
| "token_label_names": [ | |
| "O", | |
| "B-account_number", | |
| "I-account_number", | |
| "E-account_number", | |
| "S-account_number", | |
| "B-private_address", | |
| "I-private_address", | |
| "E-private_address", | |
| "S-private_address", | |
| "B-private_email", | |
| "I-private_email", | |
| "E-private_email", | |
| "S-private_email", | |
| "B-private_person", | |
| "I-private_person", | |
| "E-private_person", | |
| "S-private_person", | |
| "B-private_phone", | |
| "I-private_phone", | |
| "E-private_phone", | |
| "S-private_phone", | |
| "B-private_url", | |
| "I-private_url", | |
| "E-private_url", | |
| "S-private_url", | |
| "B-private_date", | |
| "I-private_date", | |
| "E-private_date", | |
| "S-private_date", | |
| "B-secret", | |
| "I-secret", | |
| "E-secret", | |
| "S-secret", | |
| "B-private_nin", | |
| "I-private_nin", | |
| "E-private_nin", | |
| "S-private_nin", | |
| "B-private_bvn", | |
| "I-private_bvn", | |
| "E-private_bvn", | |
| "S-private_bvn", | |
| "B-private_passport_number", | |
| "I-private_passport_number", | |
| "E-private_passport_number", | |
| "S-private_passport_number", | |
| "B-private_drivers_license_number", | |
| "I-private_drivers_license_number", | |
| "E-private_drivers_license_number", | |
| "S-private_drivers_license_number", | |
| "B-private_voters_card_number", | |
| "I-private_voters_card_number", | |
| "E-private_voters_card_number", | |
| "S-private_voters_card_number" | |
| ] | |
| } | |