Token Classification
SpanMarker
PyTorch
TensorBoard
English
ner
named-entity-recognition
generated_from_span_marker_trainer
Eval Results (legacy)
Instructions to use tomaarsen/span-marker-bert-small-orgs with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- SpanMarker
How to use tomaarsen/span-marker-bert-small-orgs with SpanMarker:
from span_marker import SpanMarkerModel model = SpanMarkerModel.from_pretrained("tomaarsen/span-marker-bert-small-orgs") - Notebooks
- Google Colab
- Kaggle
| { | |
| "epoch": 3.0, | |
| "test_ORG": { | |
| "f1": 0.7547025470254703, | |
| "number": 22428, | |
| "precision": 0.7617641715116279, | |
| "recall": 0.7477706438380596 | |
| }, | |
| "test_loss": 0.00692271301522851, | |
| "test_overall_accuracy": 0.9714666218781167, | |
| "test_overall_f1": 0.7547025470254703, | |
| "test_overall_precision": 0.7617641715116279, | |
| "test_overall_recall": 0.7477706438380596, | |
| "test_runtime": 55.3118, | |
| "test_samples_per_second": 624.55, | |
| "test_steps_per_second": 4.881 | |
| } |