Token Classification
SpanMarker
TensorBoard
Safetensors
English
ner
named-entity-recognition
generated_from_span_marker_trainer
Eval Results (legacy)
Instructions to use tollefj/nordic-ner with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- SpanMarker
How to use tollefj/nordic-ner with SpanMarker:
from span_marker import SpanMarkerModel model = SpanMarkerModel.from_pretrained("tollefj/nordic-ner") - Notebooks
- Google Colab
- Kaggle
| { | |
| "epoch": 3.0, | |
| "test_LOC": { | |
| "f1": 0.9357663122097303, | |
| "number": 19545, | |
| "precision": 0.9283915802195589, | |
| "recall": 0.9432591455615247 | |
| }, | |
| "test_MISC": { | |
| "f1": 0.62724485326325, | |
| "number": 1184, | |
| "precision": 0.651501364877161, | |
| "recall": 0.6047297297297297 | |
| }, | |
| "test_ORG": { | |
| "f1": 0.8744594687349854, | |
| "number": 14905, | |
| "precision": 0.8951029298110026, | |
| "recall": 0.8547467292854747 | |
| }, | |
| "test_PER": { | |
| "f1": 0.9519624596522636, | |
| "number": 18421, | |
| "precision": 0.9513173587769707, | |
| "recall": 0.952608436024103 | |
| }, | |
| "test_loss": 0.008724752813577652, | |
| "test_overall_accuracy": 0.9835344213353552, | |
| "test_overall_f1": 0.9181825779313034, | |
| "test_overall_precision": 0.9217689611454993, | |
| "test_overall_recall": 0.9146239940801036, | |
| "test_runtime": 170.3172, | |
| "test_samples_per_second": 305.401, | |
| "test_steps_per_second": 9.547 | |
| } |