Instructions to use pii-engineer/PII-Engineer-Multi-NER-v2.1 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- GLiNER
How to use pii-engineer/PII-Engineer-Multi-NER-v2.1 with GLiNER:
from gliner import GLiNER model = GLiNER.from_pretrained("pii-engineer/PII-Engineer-Multi-NER-v2.1") - Notebooks
- Google Colab
- Kaggle
File size: 665 Bytes
548c5a3 5023c57 548c5a3 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 | {
"max_width": 24,
"hidden_size": 768,
"max_count": 20,
"model_name": "microsoft/mdeberta-v3-base",
"architecture": "gliner2-full",
"token_pooling": "first",
"counting_layer": "count_lstm",
"special_tokens": {
"p_token": 250104,
"c_token": 250105,
"e_token": 250106,
"r_token": 250107,
"l_token": 250108,
"sep_struct": 250102,
"sep_text": 250103
},
"capabilities": [
"entities",
"classification",
"json_structures",
"relations"
],
"fine_tuned_by": "pii.engineer",
"model_version": "v2.1",
"domain": "PII detection (PDPA, PDPD, PDP Law, PIPL compliance)",
"homepage": "https://pii.engineer"
} |