Token Classification
Transformers
ONNX
Safetensors
English
Irish
distilbert
pii
de-identification
ireland
irish
gaelic
ppsn
eircode
phone-number
iban
passport
quantized
release-candidate
Instructions to use temsa/OpenMed-mLiteClinical-IrishCorePII-135M-v2-rc2 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use temsa/OpenMed-mLiteClinical-IrishCorePII-135M-v2-rc2 with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("token-classification", model="temsa/OpenMed-mLiteClinical-IrishCorePII-135M-v2-rc2")# Load model directly from transformers import AutoTokenizer, AutoModelForTokenClassification tokenizer = AutoTokenizer.from_pretrained("temsa/OpenMed-mLiteClinical-IrishCorePII-135M-v2-rc2") model = AutoModelForTokenClassification.from_pretrained("temsa/OpenMed-mLiteClinical-IrishCorePII-135M-v2-rc2", device_map="auto") - Notebooks
- Google Colab
- Kaggle
| { | |
| "base_model": "OpenMed/OpenMed-PII-mLiteClinical-Base-135M-v1", | |
| "current_public_reference": "temsa/OpenMed-mLiteClinical-IrishCorePII-135M-v1", | |
| "previous_rc_reference": "temsa/OpenMed-mLiteClinical-IrishCorePII-135M-v2-rc1", | |
| "release_purpose": "Second v2 release candidate for the IrishCorePII line, focused on exact QA regressions around passport numbers, bank routing numbers, and Irish-format phone handling while preserving weak-context PPSN performance.", | |
| "recommended_thresholds": { | |
| "ppsn_min_score": 0.5, | |
| "other_min_score": 0.35 | |
| }, | |
| "training_mix_summary": [ | |
| { | |
| "component": "exact QA-style passport, sort code, and compact-phone hardening mix", | |
| "weight": 3.0 | |
| }, | |
| { | |
| "component": "earlier Irish numeric QA hardening mix", | |
| "weight": 2.0 | |
| }, | |
| { | |
| "component": "broader Irish gap hardening replay", | |
| "weight": 2.0 | |
| }, | |
| { | |
| "component": "weak-context PPSN replay mix", | |
| "weight": 3.0 | |
| }, | |
| { | |
| "component": "broader Irish core PII replay mix", | |
| "weight": 2.0 | |
| } | |
| ], | |
| "upstream_attribution": [ | |
| { | |
| "name": "joelniklaus/mapa", | |
| "license": "CC-BY-4.0" | |
| }, | |
| { | |
| "name": "gretelai/synthetic_pii_finance_multilingual", | |
| "license": "Apache-2.0" | |
| } | |
| ], | |
| "known_limitations": [ | |
| "Standalone compact Irish mobile numbers remain weaker than spaced forms.", | |
| "Passport values written as prefix plus space plus digits can still lose the two-letter prefix span." | |
| ] | |
| } | |