olive-recipes/microsoft-Phi-3-mini-128k-instruct/aitk/phi3_ov_npu_config.json at main · microsoft/olive-recipes · GitHub

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{
    "input_model": {
        "type": "HfModel",
        "model_path": "microsoft/Phi-3-mini-128k-instruct"
    },
    "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": "2025.2",
            "reuse_cache": true,
            "genai_config_override": {
                "model": {
                    "context_length": 1536,
                    "decoder": {
                        "session_options": {
                            "provider_options": [
                                {
                                    "OpenVINO": {
                                        "device_type": "NPU",
                                        "enable_causallm": "True",
                                        "load_config": "{\"NPU\":{\"MAX_PROMPT_LEN\":\"1024\",\"MIN_RESPONSE_LEN\":\"512\"}}"
                                    }
                                }
                            ]
                        }
                    }
                },
                "search": {
                    "max_length": 1536
                }
            }
        }
    },
    "search_strategy": false,
    "target": "local_system",
    "cache_dir": "cache",
    "evaluate_input_model": false,
    "output_dir": "model/Phi_3"
}