| { |
| "mlflow_metadata": { |
| "run_info": { |
| "run_id": "c46339588b6f41d5b8ecde878813d1f9", |
| "experiment_id": "35", |
| "experiment_name": "NER_Distilbert", |
| "start_time": "2025-09-29T16:23:10.244000", |
| "end_time": "2025-09-29T16:23:30.586000", |
| "status": "FINISHED", |
| "artifact_uri": "/opt/chl_ai/mlflow-shared/artifacts/35/c46339588b6f41d5b8ecde878813d1f9/artifacts" |
| }, |
| "metrics": { |
| "eval_loss": 0.11714156717061996, |
| "eval_accuracy": 0.9608154296875, |
| "eval_f1": 0.9432683470010941, |
| "eval_recall": 0.9608154296875, |
| "eval_precision": 0.9324452434283989, |
| "eval_runtime": 0.1943, |
| "eval_samples_per_second": 82.341, |
| "eval_steps_per_second": 10.293, |
| "epoch": 3.0 |
| }, |
| "params": { |
| "model_name": "distilbert-base-cased", |
| "epochs": "3", |
| "lr": "2e-05", |
| "batch_size": "8", |
| "weight_decay": "0.01", |
| "test_size": "0.1" |
| }, |
| "tags": { |
| "mlflow.user": "marlon", |
| "mlflow.source.name": "trainer.py", |
| "mlflow.source.type": "LOCAL", |
| "mlflow.source.git.commit": "e03704543c1c918f19e5d1b560a8755096229b82", |
| "mlflow.runName": "NER_Distilbert" |
| } |
| }, |
| "user_data": { |
| "task_type": "ner", |
| "language": "en", |
| "dataset": "ner_dataset_v1.jsonl", |
| "description": "This is a Named Entity Recognition (NER) model fine-tuned on DistilBERT-base-cased for extracting entities from English text. The model is trained on synthetic data (ner_dataset_2.jsonl) and is optimized for token classification tasks where each word/token in the input text is classified into predefined entity categories.", |
| "author": "Marlon Amunga", |
| "license": "apache-2.0" |
| }, |
| "export_info": { |
| "framework": "transformers", |
| "task_type": "ner", |
| "export_timestamp": "2025-09-29T16:47:50.543018", |
| "version": "1" |
| } |
| } |
