| { | |
| "dataset_file": "construction_risk_natural_scenarios.jsonl", | |
| "original_samples": 551, | |
| "enhanced_samples": 1145, | |
| "cause_weights": { | |
| "Caught In Between": 8.193548387096774, | |
| "Struck By Object": 3.097560975609756, | |
| "Electrocution": 3.4324324324324325, | |
| "Falls": 1.0, | |
| "Transportation Incidents": 3.4324324324324325, | |
| "Other/Unspecified": 12.7, | |
| "Contact With Objects": 16.933333333333334, | |
| "Exposure Harmful Substances": 254.0 | |
| }, | |
| "cause_distribution": { | |
| "Caught In Between": 31, | |
| "Struck By Object": 82, | |
| "Electrocution": 74, | |
| "Falls": 254, | |
| "Transportation Incidents": 74, | |
| "Other/Unspecified": 20, | |
| "Contact With Objects": 15, | |
| "Exposure Harmful Substances": 1 | |
| }, | |
| "degree_distribution": { | |
| "High": 368, | |
| "Medium": 165, | |
| "Low": 18 | |
| }, | |
| "top_hazards": { | |
| "construction": 338, | |
| "blunt force trauma": 258, | |
| "blunt force": 196, | |
| "fall": 171, | |
| "fall from elevation": 81, | |
| "construction vehicle": 72, | |
| "crushed": 53, | |
| "fall protection": 51, | |
| "chest": 49, | |
| "commercial building": 41, | |
| "fracture": 39, | |
| "back": 38, | |
| "concrete floor": 38, | |
| "concrete": 34, | |
| "caught between": 32, | |
| "carpenter": 30, | |
| "contact": 29, | |
| "arm": 29, | |
| "head": 24, | |
| "concussion": 24 | |
| }, | |
| "model_config": { | |
| "base_model": "distilgpt2", | |
| "max_length": 384, | |
| "lora_r": 16, | |
| "lora_alpha": 32, | |
| "learning_rate": 0.0003, | |
| "epochs": 4 | |
| } | |
| } |