{
    "description": "Binary classifier on harmful text in Singapore context",
    "embedding": {
        "tokenizer": "BAAI/bge-large-en-v1.5",
        "model": "BAAI/bge-large-en-v1.5",
        "max_length": 512,
        "batch_size": 32
    },
    "classifier": {
        "binary": {
            "calibrated": true,
            "threshold": {
                "high_recall": 0.2,
                "balanced": 0.5,
                "high_precision": 0.8
            },
            "model_type": "ridge_classifier",
            "model_fp": "models/lionguard-binary.onnx"
        },
        "hateful": {
            "calibrated": false,
            "threshold": {
                "high_recall": -0.341,
                "balanced": -0.186,
                "high_precision": -0.008
            },
            "model_type": "ridge_classifier",
            "model_fp": "models/lionguard-hateful.onnx"
        },
        "harassment": {
            "calibrated": false,
            "threshold": {
                "high_recall": -0.571,
                "balanced": -0.471,
                "high_precision": -0.471
            },
            "model_type": "ridge_classifier",
            "model_fp": "models/lionguard-harassment.onnx"
        },
        "public_harm": {
            "calibrated": false,
            "threshold": {
                "high_recall": -0.713,
                "balanced": -0.632,
                "high_precision": -0.576
            },
            "model_type": "ridge_classifier",
            "model_fp": "models/lionguard-public_harm.onnx"
        },
        "self_harm": {
            "calibrated": false,
            "threshold": {
                "high_recall": -0.663,
                "balanced": -0.617,
                "high_precision": -0.608
            },
            "model_type": "ridge_classifier",
            "model_fp": "models/lionguard-self_harm.onnx"
        },
        "sexual": {
            "calibrated": false,
            "threshold": {
                "high_recall": -0.234,
                "balanced": 0.044,
                "high_precision": 0.277
            },
            "model_type": "ridge_classifier",
            "model_fp": "models/lionguard-sexual.onnx"
        },
        "toxic": {
            "calibrated": false,
            "threshold": {
                "high_recall": 0.098,
                "balanced": 0.315,
                "high_precision": 0.523
            },
            "model_type": "ridge_classifier",
            "model_fp": "models/lionguard-toxic.onnx"
        },
        "violent": {
            "calibrated": false,
            "threshold": {
                "high_recall": -0.505,
                "balanced": -0.343,
                "high_precision": -0.343
            },
            "model_type": "ridge_classifier",
            "model_fp": "models/lionguard-violent.onnx"
        }
    }
  }