Token Classification
SpanMarker
TensorBoard
Safetensors
English
ner
named-entity-recognition
generated_from_span_marker_trainer
Eval Results (legacy)
Instructions to use nbroad/span-marker-xdistil-l12-h384-orgs-v3 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- SpanMarker
How to use nbroad/span-marker-xdistil-l12-h384-orgs-v3 with SpanMarker:
from span_marker import SpanMarkerModel model = SpanMarkerModel.from_pretrained("nbroad/span-marker-xdistil-l12-h384-orgs-v3") - Notebooks
- Google Colab
- Kaggle
| { | |
| "epoch": 3.0, | |
| "test_ORG": { | |
| "f1": 0.7558602090122487, | |
| "number": 22428, | |
| "precision": 0.7620428694430598, | |
| "recall": 0.749777064383806 | |
| }, | |
| "test_loss": 0.006781590636819601, | |
| "test_overall_accuracy": 0.971484458026341, | |
| "test_overall_f1": 0.7558602090122487, | |
| "test_overall_precision": 0.7620428694430598, | |
| "test_overall_recall": 0.749777064383806, | |
| "test_runtime": 74.9407, | |
| "test_samples_per_second": 460.965, | |
| "test_steps_per_second": 3.603 | |
| } |