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{
"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
}
} |