olive-recipes/microsoft-Phi-3-mini-4k-instruct/aitk/phi3_trtrtx.json at main · microsoft/olive-recipes · GitHub

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{
    "input_model": {
        "type": "HfModel",
        "model_path": "microsoft/Phi-3-mini-4k-instruct",
        "task": "text-classification"
    },
    "systems": {
        "local_system": {
            "type": "LocalSystem",
            "accelerators": [
                {
                    "device": "gpu",
                    "execution_providers": [
                        "NvTensorRTRTXExecutionProvider"
                    ]
                }
            ]
        }
    },
    "target": "local_system",
    "passes": {
        "mb": {
            "type": "ModelBuilder",
            "precision": "int4",
            "int4_block_size": 32,
            "int4_algo_config": "rtn",
            "int4_is_symmetric": true,
            "enable_cuda_graph": true
        },
        "mq": {
            "type": "MatMulNBitsToQDQ",
            "use_int4": true,
            "add_zero_point": false,
            "save_as_external_data": true
        }
    },
    "log_severity_level": 0,
    "output_dir": "model/phi3",
    "cache_dir": "cache",
    "evaluate_input_model": false
}