Token Classification
Transformers
ONNX
Safetensors
English
Irish
distilbert
pii
de-identification
ireland
irish
gaelic
diffusion-style
denoising
ppsn
eircode
int8
dynamic-quantization
cpu
Eval Results (legacy)
Instructions to use temsa/IrishCore-DiffMask-135M-v1-rc5 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use temsa/IrishCore-DiffMask-135M-v1-rc5 with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("token-classification", model="temsa/IrishCore-DiffMask-135M-v1-rc5")# Load model directly from transformers import AutoTokenizer, AutoModel tokenizer = AutoTokenizer.from_pretrained("temsa/IrishCore-DiffMask-135M-v1-rc5") model = AutoModel.from_pretrained("temsa/IrishCore-DiffMask-135M-v1-rc5", device_map="auto") - Notebooks
- Google Colab
- Kaggle
| { | |
| "model": "temsa/IrishCore-DiffMask-135M-v1-rc5", | |
| "input": "eval/diffmask_rc3_feedback_exact_v1.jsonl", | |
| "loader_type": "token_span_onnx_q8", | |
| "examples": 11, | |
| "min_score": 0.5, | |
| "iou_threshold": 0.5, | |
| "elapsed_seconds": 0.08288100501522422, | |
| "examples_per_second": 132.72039833469003, | |
| "overall": { | |
| "precision": 1.0, | |
| "recall": 1.0, | |
| "f1": 1.0, | |
| "tp": 18, | |
| "fp": 0, | |
| "fn": 0 | |
| }, | |
| "by_label": { | |
| "ACCOUNT_NUMBER": { | |
| "precision": 1.0, | |
| "recall": 1.0, | |
| "f1": 1.0, | |
| "tp": 2, | |
| "fp": 0, | |
| "fn": 0 | |
| }, | |
| "CREDIT_DEBIT_CARD": { | |
| "precision": 1.0, | |
| "recall": 1.0, | |
| "f1": 1.0, | |
| "tp": 1, | |
| "fp": 0, | |
| "fn": 0 | |
| }, | |
| "EMAIL": { | |
| "precision": 1.0, | |
| "recall": 1.0, | |
| "f1": 1.0, | |
| "tp": 3, | |
| "fp": 0, | |
| "fn": 0 | |
| }, | |
| "FIRST_NAME": { | |
| "precision": 1.0, | |
| "recall": 1.0, | |
| "f1": 1.0, | |
| "tp": 2, | |
| "fp": 0, | |
| "fn": 0 | |
| }, | |
| "LAST_NAME": { | |
| "precision": 1.0, | |
| "recall": 1.0, | |
| "f1": 1.0, | |
| "tp": 2, | |
| "fp": 0, | |
| "fn": 0 | |
| }, | |
| "PHONE_NUMBER": { | |
| "precision": 1.0, | |
| "recall": 1.0, | |
| "f1": 1.0, | |
| "tp": 3, | |
| "fp": 0, | |
| "fn": 0 | |
| }, | |
| "PPSN": { | |
| "precision": 1.0, | |
| "recall": 1.0, | |
| "f1": 1.0, | |
| "tp": 5, | |
| "fp": 0, | |
| "fn": 0 | |
| } | |
| }, | |
| "backend": "onnx_token_span_q8" | |
| } | |