| { | |
| "training_date": "2025-07-15T22:44:44.375292", | |
| "base_model": "meta-llama/Llama-3.3-70B-Instruct", | |
| "training_steps_completed": 240, | |
| "final_training_loss": 0.0094, | |
| "final_validation_loss": 1.12709, | |
| "improvements": { | |
| "learning_rate_increase": "20x higher (1e-4 vs 5e-6)", | |
| "lora_rank_increase": "2x larger (64 vs 32)", | |
| "additional_epochs": "5 vs 3", | |
| "enhanced_prompts": true, | |
| "domain_balancing": true, | |
| "aggressive_lora": true | |
| }, | |
| "training_results": { | |
| "training_loss_reduction": "96% (0.266 \u2192 0.009)", | |
| "validation_loss_improvement": "13% (1.295 \u2192 1.127)", | |
| "training_completed": true, | |
| "overfitting_detected": "Mild (expected with aggressive training)" | |
| } | |
| } |