{ "pair": "EURUSD", "timeframe": "30m", "model_family": "LightGBM", "runtime_target": "modal", "artifact_format": "joblib_bundle", "parameters": { "lookback": 140, "horizon": 4, "threshold": 0.001, "min_confidence": 0.48 }, "training_requirements": [ "numpy", "pandas", "scikit-learn", "lightgbm", "joblib" ], "inference_requirements": [ "numpy", "pandas", "scikit-learn", "lightgbm", "joblib" ], "symbol": "EURUSD", "description": "Multi-feature FX LightGBM classifier", "disclaimer": "Educational template only. Not financial advice." }