olive-recipes/microsoft-Phi-3.5-mini-instruct/aitk/phi3_5_trtrtx_config.json at main · CodeLinaro/olive-recipes · GitHub

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{
    "input_model": {
        "type": "HfModel",
        "model_path": "microsoft/Phi-3.5-mini-instruct"
    },
    "systems": {
        "local_system": {
            "type": "LocalSystem",
            "accelerators": [ { "device": "gpu", "execution_providers": [ "NvTensorRTRTXExecutionProvider" ] } ]
        }
    },
    "data_configs": [
        {
            "name": "wikitext2_train",
            "type": "HuggingfaceContainer",
            "load_dataset_config": {
                "data_name": "wikitext",
                "subset": "wikitext-2-raw-v1",
                "split": "train"
            },
            "pre_process_data_config": {
                "strategy": "line-by-line",
                "add_special_tokens": false,
                "max_samples": 128,
                "max_seq_len": 512
            }
        }
    ],
    "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
        }
    },
    "target": "local_system",
    "log_severity_level": 1,
    "output_dir": "model/phi3_5",
    "cache_dir": "cache",
    "no_artifacts": true,
    "evaluate_input_model": false
}