| { | |
| "model_name": "ModernBERT Crisis Detection", | |
| "base_model": "answerdotai/ModernBERT-base", | |
| "training_samples": 4200, | |
| "validation_samples": 600, | |
| "test_samples": 1200, | |
| "training_args": { | |
| "epochs": 2, | |
| "batch_size": 8, | |
| "learning_rate": 8e-05, | |
| "max_length": 8192 | |
| }, | |
| "performance_metrics": { | |
| "test_accuracy": 1.0, | |
| "test_precision": 1.0, | |
| "test_recall": 1.0, | |
| "test_f1": 1.0, | |
| "crisis_detection_rate": 1.0, | |
| "false_positive_rate": 0.0, | |
| "meets_fp_target": true, | |
| "meets_sensitivity_target": true | |
| }, | |
| "hardware_used": "RTX 3090 Ti (24GB VRAM)", | |
| "training_time_hours": 0.04121124850379096 | |
| } |