{ "pair": "BTCUSDT", "timeframe": "1h", "model_family": "LightGBM", "runtime_target": "modal", "artifact_format": "joblib_bundle", "parameters": { "lookback": 120, "horizon": 3, "threshold": 0.006, "min_confidence": 0.46 }, "training_requirements": [ "numpy", "pandas", "scikit-learn", "lightgbm", "joblib" ], "inference_requirements": [ "numpy", "pandas", "scikit-learn", "lightgbm", "joblib" ], "symbol": "BTCUSDT", "description": "BTCUSDT LightGBM crypto trend classifier", "disclaimer": "Educational template only. Not financial advice." }