arabic_eou_model / training_results.json
raghad23's picture
Final Arabic EOU model for LiveKit deployment
ec59257 verified
{
"model_name": "aubmindlab/bert-base-arabertv2",
"training_samples": 49685,
"val_samples": 6211,
"test_samples": 6211,
"validation_metrics": {
"eval_loss": 0.2005740851163864,
"eval_accuracy": 0.9064562872323297,
"eval_f1": 0.9337891737891738,
"eval_precision": 0.9975651327002678,
"eval_recall": 0.8776778063410454,
"eval_runtime": 1.4971,
"eval_samples_per_second": 4148.695,
"eval_steps_per_second": 32.73,
"epoch": 1.3513513513513513
},
"test_metrics": {
"eval_loss": 0.19635836780071259,
"eval_accuracy": 0.9067782965706005,
"eval_f1": 0.933987002622278,
"eval_precision": 0.9982939312698026,
"eval_recall": 0.8774635818337618,
"eval_runtime": 1.4943,
"eval_samples_per_second": 4156.338,
"eval_steps_per_second": 32.79,
"epoch": 1.3513513513513513
},
"training_loss": 0.23468570890880766,
"class_weights": {
"0": 2.0130054290576127,
"1": 0.6652340402742074
}
}