olive-recipes/microsoft-Phi-4-reasoning/aitk/phi4_ov_config.json at main · microsoft/olive-recipes · GitHub

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{
    "input_model": {
        "type": "HfModel",
        "model_path": "microsoft/Phi-4-reasoning"
    },
    "systems": {
        "local_system": {
            "type": "LocalSystem",
            "accelerators": [
                {
                    "device": "npu",
                    "execution_providers": [
                        "OpenVINOExecutionProvider"
                    ]
                }
            ]
        }
    },
    "passes": {
"optimum_convert": {
            "type": "OpenVINOOptimumConversion",
            "extra_args": { "device": "npu" },
            "ov_quant_config": {
                "weight_format": "int4",
                "group_size": 128,
                "dataset": "wikitext2",
                "ratio": 1,
                "awq": false,
                "scale_estimation": false,
                "sym": true,
                "trust_remote_code": true,
                "backup_precision": "int8_asym",
                "sensitivity_metric": "weight_quantization_error"
            }
        },
        "io_update": { "type": "OpenVINOIoUpdate", "static": false, "reuse_cache": true },
        "encapsulation": {
            "type": "OpenVINOEncapsulation",
            "target_device": "npu",
            "keep_ov_dynamic_dims": true,
            "ov_version": "2025.1",
            "reuse_cache": true
        }
    },
    "search_strategy": false,
    "cache_dir": "cache",
    "evaluate_input_model": false,
    "output_dir": "model/Phi-4-reasoning_context_ov_dynamic_sym_gs128_bkp_int8_sym",
    "target": "local_system"
}