config.json

{
    "model_algorithm": "NER-BiLSTM-CRF",
    "model_type": "PyTorch",
    "runtime": "pytorch_1.8.0-cuda_10.2-py_3.7-ubuntu_18.04-x86_64",
    "apis": [
        {
            "protocol": "http",
            "url": "/",
            "method": "post",
            "request": {
                "Content-type": "multipart/form-data",
                "data": {
                    "type": "object",
                    "properties": {
                        "input_txt": {
                            "type": "file"
                        }
                    },
                    "required": ["input_txt"]
                }
            },
            "response": {
                "Content-type": "multipart/form-data",
                "data": {
                    "type": "object",
                    "properties": {
                        "result": {
                            "type": "array",
                            "items": [{
                                "type": "string"
                            }]
                        }
                    }
                }
            }
        }
    ],
    "dependencies": [
        {
            "installer": "pip",
            "packages": [
                {
                    "package_name": "transformers",
                    "package_version": "4.6.1",
                    "restraint": "EXACT"
                }
            ]
        },
        {
            "installer": "pip",
            "packages": [
                {
                    "package_name": "packaging",
                    "package_version": "21.3",
                    "restraint": "EXACT"
                }
            ]
        },
        {
            "installer": "pip",
            "packages": [
                {
                    "package_name": "filelock",
                    "package_version": "3.0.12",
                    "restraint": "EXACT"
                }
            ]
        },
        {
            "installer": "pip",
            "packages": [
                {
                    "package_name": "numpy",
                    "package_version": "1.19.5",
                    "restraint": "EXACT"
                }
            ]
        },
        {
            "installer": "pip",
            "packages": [
                {
                    "package_name": "pyyaml",
                    "package_version": "5.1",
                    "restraint": "EXACT"
                }
            ]
        },
        {
            "installer": "pip",
            "packages": [
                {
                    "package_name": "huggingface-hub",
                    "package_version": "0.15.1",
                    "restraint": "EXACT"
                }
            ]
        },
        {
            "installer": "pip",
            "packages": [
                {
                    "package_name": "tqdm",
                    "package_version": "4.64.1",
                    "restraint": "EXACT"
                }
            ]
        },
        {
            "installer": "pip",
            "packages": [
                {
                    "package_name": "regex",
                    "package_version": "2023.5.5",
                    "restraint": "EXACT"
                }
            ]
        },
        {
            "installer": "pip",
            "packages": [
                {
                    "package_name": "requests",
                    "package_version": "2.27.1",
                    "restraint": "EXACT"
                }
            ]
        },
        {
            "installer": "pip",
            "packages": [
                {
                    "package_name": "requests-futures",
                    "package_version": "1.0.0",
                    "restraint": "EXACT"
                }
            ]
        },
        {
            "installer": "pip",
            "packages": [
                {
                    "package_name": "requests-oauthlib",
                    "package_version": "1.3.1",
                    "restraint": "EXACT"
                }
            ]
        },
        {
            "installer": "pip",
            "packages": [
                {
                    "package_name": "requests-toolbelt",
                    "package_version": "0.10.1",
                    "restraint": "EXACT"
                }
            ]
        },
        {
            "installer": "pip",
            "packages": [
                {
                    "package_name": "safetensors",
                    "package_version": "0.3.1",
                    "restraint": "EXACT"
                }
            ]
        },
        {
            "installer": "pip",
            "packages": [
                {
                    "package_name": "tokenizers",
                    "package_version": "0.13.3",
                    "restraint": "EXACT"
                }
            ]
        },
        {
            "installer": "pip",
            "packages": [
                {
                    "package_name": "importlib-metadata",
                    "package_version": "5.0.0",
                    "restraint": "EXACT"
                }
            ]
        },
        {
            "installer": "pip",
            "packages": [
                {
                    "package_name": "requests",
                    "package_version": "2.27.1",
                    "restraint": "EXACT"
                }
            ]
        }
    ]
}