logtheus-ml-base / model_metadata.json
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{
"model_version": "model_base",
"base_model": "google-bert/bert-base-uncased",
"metrics": {
"eval_loss": 0.07173649966716766,
"eval_precision": 0.9525547445255474,
"eval_recall": 0.9709821428571429,
"eval_f1": 0.9616801768607222,
"eval_accuracy": 0.9900185111248231,
"eval_runtime": 2.0007,
"eval_samples_per_second": 141.453,
"eval_steps_per_second": 8.997,
"epoch": 10.0
},
"labels": [
"B-duration",
"B-environment",
"B-error_message",
"B-event",
"B-hostname",
"B-ip",
"B-level",
"B-method",
"B-path",
"B-service",
"B-status_code",
"B-timestamp",
"B-useragent",
"I-duration",
"I-environment",
"I-error_message",
"I-event",
"I-hostname",
"I-ip",
"I-level",
"I-method",
"I-path",
"I-service",
"I-status_code",
"I-timestamp",
"I-useragent",
"O"
]
}