| { | |
| "base_model": "sentence-transformers/all-mpnet-base-v2", | |
| "data_source": "enriched_dataset_with_comments", | |
| "data_path": "/Users/lovish.agarwal/bwc-analysis-ml/gridsearch/outputs/enriched/flattened_enriched_dataset.json", | |
| "text_includes": [ | |
| "title", | |
| "description", | |
| "comments_concat", | |
| "investigations_concat", | |
| "root_cause_concat" | |
| ], | |
| "epochs": 3, | |
| "batch_size": 16, | |
| "learning_rate": 2e-05, | |
| "num_iterations": 20, | |
| "train_test_split": "80/20 stratified", | |
| "num_samples": 1763, | |
| "num_test_samples": 441, | |
| "num_classes": 11, | |
| "classes": [ | |
| "Accessibility", | |
| "Availability", | |
| "Doc", | |
| "Feature_Request", | |
| "Gack", | |
| "Infra", | |
| "Missed_UseCase", | |
| "Performance", | |
| "Regression", | |
| "ThirdParty", | |
| "WAD" | |
| ], | |
| "training_time_seconds": 60465.716946, | |
| "seed": 42 | |
| } |