| { | |
| "model_name": "gemma-3-270m-football-extractor", | |
| "base_model": "google/gemma-3-270m-it", | |
| "training": { | |
| "method": "LoRA", | |
| "lora_rank": 16, | |
| "lora_alpha": 32, | |
| "lora_dropout": 0.1, | |
| "epochs": 8, | |
| "learning_rate": 0.00015, | |
| "batch_size": 2, | |
| "gradient_accumulation": 4, | |
| "weight_decay": 0.01, | |
| "optimizer": "adamw_torch" | |
| }, | |
| "results": { | |
| "final_train_loss": 0.11, | |
| "final_eval_loss": 0.2, | |
| "train_eval_gap": 0.09, | |
| "best_checkpoint": "checkpoint-400", | |
| "total_steps": 448, | |
| "json_validity": "100%", | |
| "test_success_rate": "100%" | |
| }, | |
| "dataset": { | |
| "train_size": 442, | |
| "val_size": 49, | |
| "format": "sharegpt", | |
| "content_types": [ | |
| "transfers", | |
| "injuries", | |
| "match_reports", | |
| "quotes" | |
| ] | |
| }, | |
| "performance": { | |
| "json_validity": 1.0, | |
| "entity_extraction_accuracy": 1.0, | |
| "focus_detection_accuracy": 1.0, | |
| "tone_analysis_accuracy": 1.0 | |
| } | |
| } |