Token Classification
Transformers
ONNX
Safetensors
English
Irish
distilbert
pii
de-identification
ireland
irish
gaelic
ppsn
eircode
phone-number
iban
passport
release-candidate
Instructions to use temsa/OpenMed-mLiteClinical-IrishCorePII-135M-v2-rc1 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-rc1 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-rc1")# Load model directly from transformers import AutoTokenizer, AutoModelForTokenClassification tokenizer = AutoTokenizer.from_pretrained("temsa/OpenMed-mLiteClinical-IrishCorePII-135M-v2-rc1") model = AutoModelForTokenClassification.from_pretrained("temsa/OpenMed-mLiteClinical-IrishCorePII-135M-v2-rc1", 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", | |
| "release_purpose": "Targeted weak-context PPSN recovery for the IrishCorePII release line.", | |
| "recommended_thresholds": { | |
| "ppsn_min_score": 0.5, | |
| "other_min_score": 0.4 | |
| }, | |
| "training_mix_summary": [ | |
| { | |
| "component": "duplicated weak-context PPSN regression cases", | |
| "weight": 7.0 | |
| }, | |
| { | |
| "component": "Irish PPSN and phone edge-case replay", | |
| "weight": 3.0 | |
| }, | |
| { | |
| "component": "synthetic PPSN focus data with weak-context positives and hard negatives", | |
| "weight": 4.0 | |
| }, | |
| { | |
| "component": "broader Irish core PII replay mix", | |
| "weight": 5.0 | |
| }, | |
| { | |
| "component": "spec-driven Irish PPSN and Eircode synthetic data", | |
| "weight": 1.0 | |
| } | |
| ], | |
| "upstream_attribution": [ | |
| { | |
| "name": "joelniklaus/mapa", | |
| "license": "CC-BY-4.0" | |
| }, | |
| { | |
| "name": "gretelai/synthetic_pii_finance_multilingual", | |
| "license": "Apache-2.0" | |
| } | |
| ] | |
| } | |