Token Classification
Transformers
ONNX
Safetensors
English
Irish
distilbert
pii
de-identification
ireland
irish
gaelic
global-pointer
span-extraction
ppsn
eircode
int8
dynamic-quantization
cpu
Eval Results (legacy)
Instructions to use temsa/IrishCore-GlobalPointer-135M-v1-rc3 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use temsa/IrishCore-GlobalPointer-135M-v1-rc3 with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("token-classification", model="temsa/IrishCore-GlobalPointer-135M-v1-rc3")# Load model directly from transformers import AutoTokenizer, AutoModel tokenizer = AutoTokenizer.from_pretrained("temsa/IrishCore-GlobalPointer-135M-v1-rc3") model = AutoModel.from_pretrained("temsa/IrishCore-GlobalPointer-135M-v1-rc3") - Notebooks
- Google Colab
- Kaggle
| { | |
| "model": "temsa/IrishCore-GlobalPointer-135M-v1-rc3", | |
| "input": "eval/runtime_profile_source.jsonl", | |
| "loader_type": "global_pointer_pt", | |
| "examples": 3223, | |
| "min_score": 0.5, | |
| "iou_threshold": 0.5, | |
| "elapsed_seconds": 46.959111439064145, | |
| "examples_per_second": 68.63417771825351, | |
| "overall": { | |
| "precision": 0.585127996749289, | |
| "recall": 0.40597688187200454, | |
| "f1": 0.47936085219707064, | |
| "tp": 1440, | |
| "fp": 1021, | |
| "fn": 2107 | |
| }, | |
| "by_label": { | |
| "PPSN": { | |
| "precision": 0.9320388349514563, | |
| "recall": 0.40597688187200454, | |
| "f1": 0.5655930871956009, | |
| "tp": 1440, | |
| "fp": 105, | |
| "fn": 2107 | |
| } | |
| }, | |
| "release_backend": "full" | |
| } | |