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-rc1 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use temsa/IrishCore-GlobalPointer-135M-v1-rc1 with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("token-classification", model="temsa/IrishCore-GlobalPointer-135M-v1-rc1")# Load model directly from transformers import AutoTokenizer, AutoModel tokenizer = AutoTokenizer.from_pretrained("temsa/IrishCore-GlobalPointer-135M-v1-rc1") model = AutoModel.from_pretrained("temsa/IrishCore-GlobalPointer-135M-v1-rc1", device_map="auto") - Notebooks
- Google Colab
- Kaggle
| { | |
| "model": "temsa/IrishCore-GlobalPointer-135M-v1-rc1", | |
| "input": "eval/runtime_profile_source.jsonl", | |
| "loader_type": "global_pointer_onnx", | |
| "examples": 3223, | |
| "min_score": 0.5, | |
| "iou_threshold": 0.5, | |
| "elapsed_seconds": 27.98293019796256, | |
| "examples_per_second": 115.17735909710653, | |
| "overall": { | |
| "precision": 0.7570621468926554, | |
| "recall": 0.4155624471384268, | |
| "f1": 0.5365853658536585, | |
| "tp": 1474, | |
| "fp": 473, | |
| "fn": 2073 | |
| }, | |
| "by_label": { | |
| "PPSN": { | |
| "precision": 0.9364675984752223, | |
| "recall": 0.4155624471384268, | |
| "f1": 0.5756688146846319, | |
| "tp": 1474, | |
| "fp": 100, | |
| "fn": 2073 | |
| } | |
| }, | |
| "release_backend": "onnx_q8" | |
| } | |