muhtasham/web-scale-ner

Training and Evaluation Metrics

Metric	Value
Evaluation Recall	0.8099
Training Runtime	3761.66 seconds
Evaluation Steps/Sec	0.304
Total FLOPs	55,842,753,586,544,640
Training Loss	0.3471
Training Loss (Epoch)	0.7509
Training Epochs	5
Evaluation Accuracy	0.8099
Gradient Norm	5.0118
Learning Rate	1.88e-8
Evaluation Samples/Sec	23.205
Evaluation F1 Score	0.8132
Wandb Runtime	3822 seconds
Runtime	3821.17 seconds
Evaluation Loss	0.5319
Evaluation Runtime	46.067 seconds
Evaluation Precision	0.8206
Global Training Steps	270
Training Steps/Sec	0.072
Training Samples/Sec	5.681