{ "model_name": "GitPulse", "version": "1.0", "architecture": "Transformer+Text", "model_config": { "n_vars": 16, "d_model": 128, "n_heads": 4, "n_layers": 2, "hist_len": 128, "pred_len": 32, "dropout": 0.1, "freeze_bert": true }, "training_config": { "dataset": "github_multivar", "n_samples": 4232, "train_ratio": 0.7, "val_ratio": 0.15, "test_ratio": 0.15, "batch_size": 16, "optimizer": "AdamW", "learning_rate": 1e-5, "weight_decay": 0.01, "finetune_strategy": "freeze", "epochs": 50, "patience": 10 }, "evaluation_results": { "MSE": 0.0755, "MAE": 0.1094, "RMSE": 0.2748, "R2": 0.7559, "DA": 0.8668, "TA@0.2": 0.8160 }, "text_contribution": { "baseline_r2": 0.6312, "with_text_r2": 0.7559, "improvement": "19.8%" } }