TFDS اکنون از فرمت Croissant 🥐 پشتیبانی می کند! برای دانستن بیشتر مستندات را بخوانید.

این صفحه به‌وسیله ‏Cloud Translation API‏ ترجمه شده است.

hendrycks_test

منابع:

جبر_انتزاعی

برای بارگذاری این مجموعه داده در TFDS از دستور زیر استفاده کنید:

ds = tfds.load('huggingface:hendrycks_test/abstract_algebra')

شرح :

This is a massive multitask test consisting of multiple-choice questions from various branches of knowledge, covering 57 tasks including elementary mathematics, US history, computer science, law, and more.

مجوز : مجوز شناخته شده ای وجود ندارد
نسخه : 1.0.0
تقسیم ها :

شکاف	مثال ها
`'auxiliary_train'`	99842
`'dev'`	5
`'test'`	100
`'validation'`	11

امکانات :

{
    "question": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "choices": {
        "feature": {
            "dtype": "string",
            "id": null,
            "_type": "Value"
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    },
    "answer": {
        "num_classes": 4,
        "names": [
            "A",
            "B",
            "C",
            "D"
        ],
        "names_file": null,
        "id": null,
        "_type": "ClassLabel"
    }
}

آناتومی

برای بارگذاری این مجموعه داده در TFDS از دستور زیر استفاده کنید:

ds = tfds.load('huggingface:hendrycks_test/anatomy')

شرح :

This is a massive multitask test consisting of multiple-choice questions from various branches of knowledge, covering 57 tasks including elementary mathematics, US history, computer science, law, and more.

مجوز : مجوز شناخته شده ای وجود ندارد
نسخه : 1.0.0
تقسیم ها :

شکاف	مثال ها
`'auxiliary_train'`	99842
`'dev'`	5
`'test'`	135
`'validation'`	14

امکانات :

{
    "question": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "choices": {
        "feature": {
            "dtype": "string",
            "id": null,
            "_type": "Value"
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    },
    "answer": {
        "num_classes": 4,
        "names": [
            "A",
            "B",
            "C",
            "D"
        ],
        "names_file": null,
        "id": null,
        "_type": "ClassLabel"
    }
}

ستاره شناسی

برای بارگذاری این مجموعه داده در TFDS از دستور زیر استفاده کنید:

ds = tfds.load('huggingface:hendrycks_test/astronomy')

شرح :

This is a massive multitask test consisting of multiple-choice questions from various branches of knowledge, covering 57 tasks including elementary mathematics, US history, computer science, law, and more.

مجوز : مجوز شناخته شده ای وجود ندارد
نسخه : 1.0.0
تقسیم ها :

شکاف	مثال ها
`'auxiliary_train'`	99842
`'dev'`	5
`'test'`	152
`'validation'`	16

امکانات :

{
    "question": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "choices": {
        "feature": {
            "dtype": "string",
            "id": null,
            "_type": "Value"
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    },
    "answer": {
        "num_classes": 4,
        "names": [
            "A",
            "B",
            "C",
            "D"
        ],
        "names_file": null,
        "id": null,
        "_type": "ClassLabel"
    }
}

اخلاق کسب و کار

برای بارگذاری این مجموعه داده در TFDS از دستور زیر استفاده کنید:

ds = tfds.load('huggingface:hendrycks_test/business_ethics')

شرح :

This is a massive multitask test consisting of multiple-choice questions from various branches of knowledge, covering 57 tasks including elementary mathematics, US history, computer science, law, and more.

مجوز : مجوز شناخته شده ای وجود ندارد
نسخه : 1.0.0
تقسیم ها :

شکاف	مثال ها
`'auxiliary_train'`	99842
`'dev'`	5
`'test'`	100
`'validation'`	11

امکانات :

{
    "question": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "choices": {
        "feature": {
            "dtype": "string",
            "id": null,
            "_type": "Value"
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    },
    "answer": {
        "num_classes": 4,
        "names": [
            "A",
            "B",
            "C",
            "D"
        ],
        "names_file": null,
        "id": null,
        "_type": "ClassLabel"
    }
}

دانش_بالینی

برای بارگذاری این مجموعه داده در TFDS از دستور زیر استفاده کنید:

ds = tfds.load('huggingface:hendrycks_test/clinical_knowledge')

شرح :

This is a massive multitask test consisting of multiple-choice questions from various branches of knowledge, covering 57 tasks including elementary mathematics, US history, computer science, law, and more.

مجوز : مجوز شناخته شده ای وجود ندارد
نسخه : 1.0.0
تقسیم ها :

شکاف	مثال ها
`'auxiliary_train'`	99842
`'dev'`	5
`'test'`	265
`'validation'`	29

امکانات :

{
    "question": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "choices": {
        "feature": {
            "dtype": "string",
            "id": null,
            "_type": "Value"
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    },
    "answer": {
        "num_classes": 4,
        "names": [
            "A",
            "B",
            "C",
            "D"
        ],
        "names_file": null,
        "id": null,
        "_type": "ClassLabel"
    }
}

کالج_زیست شناسی

برای بارگذاری این مجموعه داده در TFDS از دستور زیر استفاده کنید:

ds = tfds.load('huggingface:hendrycks_test/college_biology')

شرح :

This is a massive multitask test consisting of multiple-choice questions from various branches of knowledge, covering 57 tasks including elementary mathematics, US history, computer science, law, and more.

مجوز : مجوز شناخته شده ای وجود ندارد
نسخه : 1.0.0
تقسیم ها :

شکاف	مثال ها
`'auxiliary_train'`	99842
`'dev'`	5
`'test'`	144
`'validation'`	16

امکانات :

{
    "question": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "choices": {
        "feature": {
            "dtype": "string",
            "id": null,
            "_type": "Value"
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    },
    "answer": {
        "num_classes": 4,
        "names": [
            "A",
            "B",
            "C",
            "D"
        ],
        "names_file": null,
        "id": null,
        "_type": "ClassLabel"
    }
}

کالج_شیمی

برای بارگذاری این مجموعه داده در TFDS از دستور زیر استفاده کنید:

ds = tfds.load('huggingface:hendrycks_test/college_chemistry')

شرح :

This is a massive multitask test consisting of multiple-choice questions from various branches of knowledge, covering 57 tasks including elementary mathematics, US history, computer science, law, and more.

مجوز : مجوز شناخته شده ای وجود ندارد
نسخه : 1.0.0
تقسیم ها :

شکاف	مثال ها
`'auxiliary_train'`	99842
`'dev'`	5
`'test'`	100
`'validation'`	8

امکانات :

{
    "question": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "choices": {
        "feature": {
            "dtype": "string",
            "id": null,
            "_type": "Value"
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    },
    "answer": {
        "num_classes": 4,
        "names": [
            "A",
            "B",
            "C",
            "D"
        ],
        "names_file": null,
        "id": null,
        "_type": "ClassLabel"
    }
}

کالج_علوم_کامپیوتر

برای بارگذاری این مجموعه داده در TFDS از دستور زیر استفاده کنید:

ds = tfds.load('huggingface:hendrycks_test/college_computer_science')

شرح :

This is a massive multitask test consisting of multiple-choice questions from various branches of knowledge, covering 57 tasks including elementary mathematics, US history, computer science, law, and more.

مجوز : مجوز شناخته شده ای وجود ندارد
نسخه : 1.0.0
تقسیم ها :

شکاف	مثال ها
`'auxiliary_train'`	99842
`'dev'`	5
`'test'`	100
`'validation'`	11

امکانات :

{
    "question": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "choices": {
        "feature": {
            "dtype": "string",
            "id": null,
            "_type": "Value"
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    },
    "answer": {
        "num_classes": 4,
        "names": [
            "A",
            "B",
            "C",
            "D"
        ],
        "names_file": null,
        "id": null,
        "_type": "ClassLabel"
    }
}

کالج_ریاضی

برای بارگذاری این مجموعه داده در TFDS از دستور زیر استفاده کنید:

ds = tfds.load('huggingface:hendrycks_test/college_mathematics')

شرح :

This is a massive multitask test consisting of multiple-choice questions from various branches of knowledge, covering 57 tasks including elementary mathematics, US history, computer science, law, and more.

مجوز : مجوز شناخته شده ای وجود ندارد
نسخه : 1.0.0
تقسیم ها :

شکاف	مثال ها
`'auxiliary_train'`	99842
`'dev'`	5
`'test'`	100
`'validation'`	11

امکانات :

{
    "question": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "choices": {
        "feature": {
            "dtype": "string",
            "id": null,
            "_type": "Value"
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    },
    "answer": {
        "num_classes": 4,
        "names": [
            "A",
            "B",
            "C",
            "D"
        ],
        "names_file": null,
        "id": null,
        "_type": "ClassLabel"
    }
}

کالج_پزشکی

برای بارگذاری این مجموعه داده در TFDS از دستور زیر استفاده کنید:

ds = tfds.load('huggingface:hendrycks_test/college_medicine')

شرح :

This is a massive multitask test consisting of multiple-choice questions from various branches of knowledge, covering 57 tasks including elementary mathematics, US history, computer science, law, and more.

مجوز : مجوز شناخته شده ای وجود ندارد
نسخه : 1.0.0
تقسیم ها :

شکاف	مثال ها
`'auxiliary_train'`	99842
`'dev'`	5
`'test'`	173
`'validation'`	22

امکانات :

{
    "question": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "choices": {
        "feature": {
            "dtype": "string",
            "id": null,
            "_type": "Value"
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    },
    "answer": {
        "num_classes": 4,
        "names": [
            "A",
            "B",
            "C",
            "D"
        ],
        "names_file": null,
        "id": null,
        "_type": "ClassLabel"
    }
}

کالج_فیزیک

برای بارگذاری این مجموعه داده در TFDS از دستور زیر استفاده کنید:

ds = tfds.load('huggingface:hendrycks_test/college_physics')

شرح :

This is a massive multitask test consisting of multiple-choice questions from various branches of knowledge, covering 57 tasks including elementary mathematics, US history, computer science, law, and more.

مجوز : مجوز شناخته شده ای وجود ندارد
نسخه : 1.0.0
تقسیم ها :

شکاف	مثال ها
`'auxiliary_train'`	99842
`'dev'`	5
`'test'`	102
`'validation'`	11

امکانات :

{
    "question": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "choices": {
        "feature": {
            "dtype": "string",
            "id": null,
            "_type": "Value"
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    },
    "answer": {
        "num_classes": 4,
        "names": [
            "A",
            "B",
            "C",
            "D"
        ],
        "names_file": null,
        "id": null,
        "_type": "ClassLabel"
    }
}

امنیت رایانه

برای بارگذاری این مجموعه داده در TFDS از دستور زیر استفاده کنید:

ds = tfds.load('huggingface:hendrycks_test/computer_security')

شرح :

This is a massive multitask test consisting of multiple-choice questions from various branches of knowledge, covering 57 tasks including elementary mathematics, US history, computer science, law, and more.

مجوز : مجوز شناخته شده ای وجود ندارد
نسخه : 1.0.0
تقسیم ها :

شکاف	مثال ها
`'auxiliary_train'`	99842
`'dev'`	5
`'test'`	100
`'validation'`	11

امکانات :

{
    "question": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "choices": {
        "feature": {
            "dtype": "string",
            "id": null,
            "_type": "Value"
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    },
    "answer": {
        "num_classes": 4,
        "names": [
            "A",
            "B",
            "C",
            "D"
        ],
        "names_file": null,
        "id": null,
        "_type": "ClassLabel"
    }
}

فیزیک_مفهومی

برای بارگذاری این مجموعه داده در TFDS از دستور زیر استفاده کنید:

ds = tfds.load('huggingface:hendrycks_test/conceptual_physics')

شرح :

This is a massive multitask test consisting of multiple-choice questions from various branches of knowledge, covering 57 tasks including elementary mathematics, US history, computer science, law, and more.

مجوز : مجوز شناخته شده ای وجود ندارد
نسخه : 1.0.0
تقسیم ها :

شکاف	مثال ها
`'auxiliary_train'`	99842
`'dev'`	5
`'test'`	235
`'validation'`	26

امکانات :

{
    "question": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "choices": {
        "feature": {
            "dtype": "string",
            "id": null,
            "_type": "Value"
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    },
    "answer": {
        "num_classes": 4,
        "names": [
            "A",
            "B",
            "C",
            "D"
        ],
        "names_file": null,
        "id": null,
        "_type": "ClassLabel"
    }
}

اقتصاد سنجی

برای بارگذاری این مجموعه داده در TFDS از دستور زیر استفاده کنید:

ds = tfds.load('huggingface:hendrycks_test/econometrics')

شرح :

This is a massive multitask test consisting of multiple-choice questions from various branches of knowledge, covering 57 tasks including elementary mathematics, US history, computer science, law, and more.

مجوز : مجوز شناخته شده ای وجود ندارد
نسخه : 1.0.0
تقسیم ها :

شکاف	مثال ها
`'auxiliary_train'`	99842
`'dev'`	5
`'test'`	114
`'validation'`	12

امکانات :

{
    "question": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "choices": {
        "feature": {
            "dtype": "string",
            "id": null,
            "_type": "Value"
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    },
    "answer": {
        "num_classes": 4,
        "names": [
            "A",
            "B",
            "C",
            "D"
        ],
        "names_file": null,
        "id": null,
        "_type": "ClassLabel"
    }
}

مهندسی برق

برای بارگذاری این مجموعه داده در TFDS از دستور زیر استفاده کنید:

ds = tfds.load('huggingface:hendrycks_test/electrical_engineering')

شرح :

This is a massive multitask test consisting of multiple-choice questions from various branches of knowledge, covering 57 tasks including elementary mathematics, US history, computer science, law, and more.

مجوز : مجوز شناخته شده ای وجود ندارد
نسخه : 1.0.0
تقسیم ها :

شکاف	مثال ها
`'auxiliary_train'`	99842
`'dev'`	5
`'test'`	145
`'validation'`	16

امکانات :

{
    "question": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "choices": {
        "feature": {
            "dtype": "string",
            "id": null,
            "_type": "Value"
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    },
    "answer": {
        "num_classes": 4,
        "names": [
            "A",
            "B",
            "C",
            "D"
        ],
        "names_file": null,
        "id": null,
        "_type": "ClassLabel"
    }
}

ابتدایی_ریاضی

برای بارگذاری این مجموعه داده در TFDS از دستور زیر استفاده کنید:

ds = tfds.load('huggingface:hendrycks_test/elementary_mathematics')

شرح :

This is a massive multitask test consisting of multiple-choice questions from various branches of knowledge, covering 57 tasks including elementary mathematics, US history, computer science, law, and more.

مجوز : مجوز شناخته شده ای وجود ندارد
نسخه : 1.0.0
تقسیم ها :

شکاف	مثال ها
`'auxiliary_train'`	99842
`'dev'`	5
`'test'`	378
`'validation'`	41

امکانات :

{
    "question": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "choices": {
        "feature": {
            "dtype": "string",
            "id": null,
            "_type": "Value"
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    },
    "answer": {
        "num_classes": 4,
        "names": [
            "A",
            "B",
            "C",
            "D"
        ],
        "names_file": null,
        "id": null,
        "_type": "ClassLabel"
    }
}

منطق_رسمی

برای بارگذاری این مجموعه داده در TFDS از دستور زیر استفاده کنید:

ds = tfds.load('huggingface:hendrycks_test/formal_logic')

شرح :

This is a massive multitask test consisting of multiple-choice questions from various branches of knowledge, covering 57 tasks including elementary mathematics, US history, computer science, law, and more.

مجوز : مجوز شناخته شده ای وجود ندارد
نسخه : 1.0.0
تقسیم ها :

شکاف	مثال ها
`'auxiliary_train'`	99842
`'dev'`	5
`'test'`	126
`'validation'`	14

امکانات :

{
    "question": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "choices": {
        "feature": {
            "dtype": "string",
            "id": null,
            "_type": "Value"
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    },
    "answer": {
        "num_classes": 4,
        "names": [
            "A",
            "B",
            "C",
            "D"
        ],
        "names_file": null,
        "id": null,
        "_type": "ClassLabel"
    }
}

حقایق_جهانی

برای بارگذاری این مجموعه داده در TFDS از دستور زیر استفاده کنید:

ds = tfds.load('huggingface:hendrycks_test/global_facts')

شرح :

This is a massive multitask test consisting of multiple-choice questions from various branches of knowledge, covering 57 tasks including elementary mathematics, US history, computer science, law, and more.

مجوز : مجوز شناخته شده ای وجود ندارد
نسخه : 1.0.0
تقسیم ها :

شکاف	مثال ها
`'auxiliary_train'`	99842
`'dev'`	5
`'test'`	100
`'validation'`	10

امکانات :

{
    "question": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "choices": {
        "feature": {
            "dtype": "string",
            "id": null,
            "_type": "Value"
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    },
    "answer": {
        "num_classes": 4,
        "names": [
            "A",
            "B",
            "C",
            "D"
        ],
        "names_file": null,
        "id": null,
        "_type": "ClassLabel"
    }
}

زیست شناسی_دبیرستان

برای بارگذاری این مجموعه داده در TFDS از دستور زیر استفاده کنید:

ds = tfds.load('huggingface:hendrycks_test/high_school_biology')

شرح :

This is a massive multitask test consisting of multiple-choice questions from various branches of knowledge, covering 57 tasks including elementary mathematics, US history, computer science, law, and more.

مجوز : مجوز شناخته شده ای وجود ندارد
نسخه : 1.0.0
تقسیم ها :

شکاف	مثال ها
`'auxiliary_train'`	99842
`'dev'`	5
`'test'`	310
`'validation'`	32

امکانات :

{
    "question": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "choices": {
        "feature": {
            "dtype": "string",
            "id": null,
            "_type": "Value"
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    },
    "answer": {
        "num_classes": 4,
        "names": [
            "A",
            "B",
            "C",
            "D"
        ],
        "names_file": null,
        "id": null,
        "_type": "ClassLabel"
    }
}

دبیرستان_شیمی

برای بارگذاری این مجموعه داده در TFDS از دستور زیر استفاده کنید:

ds = tfds.load('huggingface:hendrycks_test/high_school_chemistry')

شرح :

This is a massive multitask test consisting of multiple-choice questions from various branches of knowledge, covering 57 tasks including elementary mathematics, US history, computer science, law, and more.

مجوز : مجوز شناخته شده ای وجود ندارد
نسخه : 1.0.0
تقسیم ها :

شکاف	مثال ها
`'auxiliary_train'`	99842
`'dev'`	5
`'test'`	203
`'validation'`	22

امکانات :

{
    "question": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "choices": {
        "feature": {
            "dtype": "string",
            "id": null,
            "_type": "Value"
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    },
    "answer": {
        "num_classes": 4,
        "names": [
            "A",
            "B",
            "C",
            "D"
        ],
        "names_file": null,
        "id": null,
        "_type": "ClassLabel"
    }
}

دبیرستان_علوم_کامپیوتر

برای بارگذاری این مجموعه داده در TFDS از دستور زیر استفاده کنید:

ds = tfds.load('huggingface:hendrycks_test/high_school_computer_science')

شرح :

This is a massive multitask test consisting of multiple-choice questions from various branches of knowledge, covering 57 tasks including elementary mathematics, US history, computer science, law, and more.

مجوز : مجوز شناخته شده ای وجود ندارد
نسخه : 1.0.0
تقسیم ها :

شکاف	مثال ها
`'auxiliary_train'`	99842
`'dev'`	5
`'test'`	100
`'validation'`	9

امکانات :

{
    "question": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "choices": {
        "feature": {
            "dtype": "string",
            "id": null,
            "_type": "Value"
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    },
    "answer": {
        "num_classes": 4,
        "names": [
            "A",
            "B",
            "C",
            "D"
        ],
        "names_file": null,
        "id": null,
        "_type": "ClassLabel"
    }
}

دبیرستان_تاریخ_اروپا

برای بارگذاری این مجموعه داده در TFDS از دستور زیر استفاده کنید:

ds = tfds.load('huggingface:hendrycks_test/high_school_european_history')

شرح :

This is a massive multitask test consisting of multiple-choice questions from various branches of knowledge, covering 57 tasks including elementary mathematics, US history, computer science, law, and more.

مجوز : مجوز شناخته شده ای وجود ندارد
نسخه : 1.0.0
تقسیم ها :

شکاف	مثال ها
`'auxiliary_train'`	99842
`'dev'`	5
`'test'`	165
`'validation'`	18

امکانات :

{
    "question": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "choices": {
        "feature": {
            "dtype": "string",
            "id": null,
            "_type": "Value"
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    },
    "answer": {
        "num_classes": 4,
        "names": [
            "A",
            "B",
            "C",
            "D"
        ],
        "names_file": null,
        "id": null,
        "_type": "ClassLabel"
    }
}

دبیرستان_جغرافیا

برای بارگذاری این مجموعه داده در TFDS از دستور زیر استفاده کنید:

ds = tfds.load('huggingface:hendrycks_test/high_school_geography')

شرح :

This is a massive multitask test consisting of multiple-choice questions from various branches of knowledge, covering 57 tasks including elementary mathematics, US history, computer science, law, and more.

مجوز : مجوز شناخته شده ای وجود ندارد
نسخه : 1.0.0
تقسیم ها :

شکاف	مثال ها
`'auxiliary_train'`	99842
`'dev'`	5
`'test'`	198
`'validation'`	22

امکانات :

{
    "question": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "choices": {
        "feature": {
            "dtype": "string",
            "id": null,
            "_type": "Value"
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    },
    "answer": {
        "num_classes": 4,
        "names": [
            "A",
            "B",
            "C",
            "D"
        ],
        "names_file": null,
        "id": null,
        "_type": "ClassLabel"
    }
}

دبیرستان_دولت_و_سیاست

برای بارگذاری این مجموعه داده در TFDS از دستور زیر استفاده کنید:

ds = tfds.load('huggingface:hendrycks_test/high_school_government_and_politics')

شرح :

This is a massive multitask test consisting of multiple-choice questions from various branches of knowledge, covering 57 tasks including elementary mathematics, US history, computer science, law, and more.

مجوز : مجوز شناخته شده ای وجود ندارد
نسخه : 1.0.0
تقسیم ها :

شکاف	مثال ها
`'auxiliary_train'`	99842
`'dev'`	5
`'test'`	193
`'validation'`	21

امکانات :

{
    "question": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "choices": {
        "feature": {
            "dtype": "string",
            "id": null,
            "_type": "Value"
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    },
    "answer": {
        "num_classes": 4,
        "names": [
            "A",
            "B",
            "C",
            "D"
        ],
        "names_file": null,
        "id": null,
        "_type": "ClassLabel"
    }
}

اقتصاد_کلان_دبیرستان

برای بارگذاری این مجموعه داده در TFDS از دستور زیر استفاده کنید:

ds = tfds.load('huggingface:hendrycks_test/high_school_macroeconomics')

شرح :

This is a massive multitask test consisting of multiple-choice questions from various branches of knowledge, covering 57 tasks including elementary mathematics, US history, computer science, law, and more.

مجوز : مجوز شناخته شده ای وجود ندارد
نسخه : 1.0.0
تقسیم ها :

شکاف	مثال ها
`'auxiliary_train'`	99842
`'dev'`	5
`'test'`	390
`'validation'`	43

امکانات :

{
    "question": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "choices": {
        "feature": {
            "dtype": "string",
            "id": null,
            "_type": "Value"
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    },
    "answer": {
        "num_classes": 4,
        "names": [
            "A",
            "B",
            "C",
            "D"
        ],
        "names_file": null,
        "id": null,
        "_type": "ClassLabel"
    }
}

دبیرستان_ریاضی

برای بارگذاری این مجموعه داده در TFDS از دستور زیر استفاده کنید:

ds = tfds.load('huggingface:hendrycks_test/high_school_mathematics')

شرح :

This is a massive multitask test consisting of multiple-choice questions from various branches of knowledge, covering 57 tasks including elementary mathematics, US history, computer science, law, and more.

مجوز : مجوز شناخته شده ای وجود ندارد
نسخه : 1.0.0
تقسیم ها :

شکاف	مثال ها
`'auxiliary_train'`	99842
`'dev'`	5
`'test'`	270
`'validation'`	29

امکانات :

{
    "question": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "choices": {
        "feature": {
            "dtype": "string",
            "id": null,
            "_type": "Value"
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    },
    "answer": {
        "num_classes": 4,
        "names": [
            "A",
            "B",
            "C",
            "D"
        ],
        "names_file": null,
        "id": null,
        "_type": "ClassLabel"
    }
}

دبیرستان_اقتصاد خرد

برای بارگذاری این مجموعه داده در TFDS از دستور زیر استفاده کنید:

ds = tfds.load('huggingface:hendrycks_test/high_school_microeconomics')

شرح :

This is a massive multitask test consisting of multiple-choice questions from various branches of knowledge, covering 57 tasks including elementary mathematics, US history, computer science, law, and more.

مجوز : مجوز شناخته شده ای وجود ندارد
نسخه : 1.0.0
تقسیم ها :

شکاف	مثال ها
`'auxiliary_train'`	99842
`'dev'`	5
`'test'`	238
`'validation'`	26

امکانات :

{
    "question": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "choices": {
        "feature": {
            "dtype": "string",
            "id": null,
            "_type": "Value"
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    },
    "answer": {
        "num_classes": 4,
        "names": [
            "A",
            "B",
            "C",
            "D"
        ],
        "names_file": null,
        "id": null,
        "_type": "ClassLabel"
    }
}

فیزیک_دبیرستان

برای بارگذاری این مجموعه داده در TFDS از دستور زیر استفاده کنید:

ds = tfds.load('huggingface:hendrycks_test/high_school_physics')

شرح :

This is a massive multitask test consisting of multiple-choice questions from various branches of knowledge, covering 57 tasks including elementary mathematics, US history, computer science, law, and more.

مجوز : مجوز شناخته شده ای وجود ندارد
نسخه : 1.0.0
تقسیم ها :

شکاف	مثال ها
`'auxiliary_train'`	99842
`'dev'`	5
`'test'`	151
`'validation'`	17

امکانات :

{
    "question": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "choices": {
        "feature": {
            "dtype": "string",
            "id": null,
            "_type": "Value"
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    },
    "answer": {
        "num_classes": 4,
        "names": [
            "A",
            "B",
            "C",
            "D"
        ],
        "names_file": null,
        "id": null,
        "_type": "ClassLabel"
    }
}

روانشناسی_دبیرستان

برای بارگذاری این مجموعه داده در TFDS از دستور زیر استفاده کنید:

ds = tfds.load('huggingface:hendrycks_test/high_school_psychology')

شرح :

This is a massive multitask test consisting of multiple-choice questions from various branches of knowledge, covering 57 tasks including elementary mathematics, US history, computer science, law, and more.

مجوز : مجوز شناخته شده ای وجود ندارد
نسخه : 1.0.0
تقسیم ها :

شکاف	مثال ها
`'auxiliary_train'`	99842
`'dev'`	5
`'test'`	545
`'validation'`	60

امکانات :

{
    "question": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "choices": {
        "feature": {
            "dtype": "string",
            "id": null,
            "_type": "Value"
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    },
    "answer": {
        "num_classes": 4,
        "names": [
            "A",
            "B",
            "C",
            "D"
        ],
        "names_file": null,
        "id": null,
        "_type": "ClassLabel"
    }
}

آمار_دبیرستان

برای بارگذاری این مجموعه داده در TFDS از دستور زیر استفاده کنید:

ds = tfds.load('huggingface:hendrycks_test/high_school_statistics')

شرح :

This is a massive multitask test consisting of multiple-choice questions from various branches of knowledge, covering 57 tasks including elementary mathematics, US history, computer science, law, and more.

مجوز : مجوز شناخته شده ای وجود ندارد
نسخه : 1.0.0
تقسیم ها :

شکاف	مثال ها
`'auxiliary_train'`	99842
`'dev'`	5
`'test'`	216
`'validation'`	23

امکانات :

{
    "question": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "choices": {
        "feature": {
            "dtype": "string",
            "id": null,
            "_type": "Value"
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    },
    "answer": {
        "num_classes": 4,
        "names": [
            "A",
            "B",
            "C",
            "D"
        ],
        "names_file": null,
        "id": null,
        "_type": "ClassLabel"
    }
}

تاریخچه_دبیرستان_ما

برای بارگذاری این مجموعه داده در TFDS از دستور زیر استفاده کنید:

ds = tfds.load('huggingface:hendrycks_test/high_school_us_history')

شرح :

This is a massive multitask test consisting of multiple-choice questions from various branches of knowledge, covering 57 tasks including elementary mathematics, US history, computer science, law, and more.

مجوز : مجوز شناخته شده ای وجود ندارد
نسخه : 1.0.0
تقسیم ها :

شکاف	مثال ها
`'auxiliary_train'`	99842
`'dev'`	5
`'test'`	204
`'validation'`	22

امکانات :

{
    "question": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "choices": {
        "feature": {
            "dtype": "string",
            "id": null,
            "_type": "Value"
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    },
    "answer": {
        "num_classes": 4,
        "names": [
            "A",
            "B",
            "C",
            "D"
        ],
        "names_file": null,
        "id": null,
        "_type": "ClassLabel"
    }
}

تاریخچه_دنیای_دبیرستان

برای بارگذاری این مجموعه داده در TFDS از دستور زیر استفاده کنید:

ds = tfds.load('huggingface:hendrycks_test/high_school_world_history')

شرح :

This is a massive multitask test consisting of multiple-choice questions from various branches of knowledge, covering 57 tasks including elementary mathematics, US history, computer science, law, and more.

مجوز : مجوز شناخته شده ای وجود ندارد
نسخه : 1.0.0
تقسیم ها :

شکاف	مثال ها
`'auxiliary_train'`	99842
`'dev'`	5
`'test'`	237
`'validation'`	26

امکانات :

{
    "question": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "choices": {
        "feature": {
            "dtype": "string",
            "id": null,
            "_type": "Value"
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    },
    "answer": {
        "num_classes": 4,
        "names": [
            "A",
            "B",
            "C",
            "D"
        ],
        "names_file": null,
        "id": null,
        "_type": "ClassLabel"
    }
}

انسان_پیری

برای بارگذاری این مجموعه داده در TFDS از دستور زیر استفاده کنید:

ds = tfds.load('huggingface:hendrycks_test/human_aging')

شرح :

This is a massive multitask test consisting of multiple-choice questions from various branches of knowledge, covering 57 tasks including elementary mathematics, US history, computer science, law, and more.

مجوز : مجوز شناخته شده ای وجود ندارد
نسخه : 1.0.0
تقسیم ها :

شکاف	مثال ها
`'auxiliary_train'`	99842
`'dev'`	5
`'test'`	223
`'validation'`	23

امکانات :

{
    "question": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "choices": {
        "feature": {
            "dtype": "string",
            "id": null,
            "_type": "Value"
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    },
    "answer": {
        "num_classes": 4,
        "names": [
            "A",
            "B",
            "C",
            "D"
        ],
        "names_file": null,
        "id": null,
        "_type": "ClassLabel"
    }
}

انسان_جنسیت

برای بارگذاری این مجموعه داده در TFDS از دستور زیر استفاده کنید:

ds = tfds.load('huggingface:hendrycks_test/human_sexuality')

شرح :

This is a massive multitask test consisting of multiple-choice questions from various branches of knowledge, covering 57 tasks including elementary mathematics, US history, computer science, law, and more.

مجوز : مجوز شناخته شده ای وجود ندارد
نسخه : 1.0.0
تقسیم ها :

شکاف	مثال ها
`'auxiliary_train'`	99842
`'dev'`	5
`'test'`	131
`'validation'`	12

امکانات :

{
    "question": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "choices": {
        "feature": {
            "dtype": "string",
            "id": null,
            "_type": "Value"
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    },
    "answer": {
        "num_classes": 4,
        "names": [
            "A",
            "B",
            "C",
            "D"
        ],
        "names_file": null,
        "id": null,
        "_type": "ClassLabel"
    }
}

قانون بین المللی

برای بارگذاری این مجموعه داده در TFDS از دستور زیر استفاده کنید:

ds = tfds.load('huggingface:hendrycks_test/international_law')

شرح :

This is a massive multitask test consisting of multiple-choice questions from various branches of knowledge, covering 57 tasks including elementary mathematics, US history, computer science, law, and more.

مجوز : مجوز شناخته شده ای وجود ندارد
نسخه : 1.0.0
تقسیم ها :

شکاف	مثال ها
`'auxiliary_train'`	99842
`'dev'`	5
`'test'`	121
`'validation'`	13

امکانات :

{
    "question": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "choices": {
        "feature": {
            "dtype": "string",
            "id": null,
            "_type": "Value"
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    },
    "answer": {
        "num_classes": 4,
        "names": [
            "A",
            "B",
            "C",
            "D"
        ],
        "names_file": null,
        "id": null,
        "_type": "ClassLabel"
    }
}

فقه

برای بارگذاری این مجموعه داده در TFDS از دستور زیر استفاده کنید:

ds = tfds.load('huggingface:hendrycks_test/jurisprudence')

شرح :

This is a massive multitask test consisting of multiple-choice questions from various branches of knowledge, covering 57 tasks including elementary mathematics, US history, computer science, law, and more.

مجوز : مجوز شناخته شده ای وجود ندارد
نسخه : 1.0.0
تقسیم ها :

شکاف	مثال ها
`'auxiliary_train'`	99842
`'dev'`	5
`'test'`	108
`'validation'`	11

امکانات :

{
    "question": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "choices": {
        "feature": {
            "dtype": "string",
            "id": null,
            "_type": "Value"
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    },
    "answer": {
        "num_classes": 4,
        "names": [
            "A",
            "B",
            "C",
            "D"
        ],
        "names_file": null,
        "id": null,
        "_type": "ClassLabel"
    }
}

مغالطات_منطقی

برای بارگذاری این مجموعه داده در TFDS از دستور زیر استفاده کنید:

ds = tfds.load('huggingface:hendrycks_test/logical_fallacies')

شرح :

This is a massive multitask test consisting of multiple-choice questions from various branches of knowledge, covering 57 tasks including elementary mathematics, US history, computer science, law, and more.

مجوز : مجوز شناخته شده ای وجود ندارد
نسخه : 1.0.0
تقسیم ها :

شکاف	مثال ها
`'auxiliary_train'`	99842
`'dev'`	5
`'test'`	163
`'validation'`	18

امکانات :

{
    "question": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "choices": {
        "feature": {
            "dtype": "string",
            "id": null,
            "_type": "Value"
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    },
    "answer": {
        "num_classes": 4,
        "names": [
            "A",
            "B",
            "C",
            "D"
        ],
        "names_file": null,
        "id": null,
        "_type": "ClassLabel"
    }
}

فراگیری ماشین

برای بارگذاری این مجموعه داده در TFDS از دستور زیر استفاده کنید:

ds = tfds.load('huggingface:hendrycks_test/machine_learning')

شرح :

This is a massive multitask test consisting of multiple-choice questions from various branches of knowledge, covering 57 tasks including elementary mathematics, US history, computer science, law, and more.

مجوز : مجوز شناخته شده ای وجود ندارد
نسخه : 1.0.0
تقسیم ها :

شکاف	مثال ها
`'auxiliary_train'`	99842
`'dev'`	5
`'test'`	112
`'validation'`	11

امکانات :

{
    "question": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "choices": {
        "feature": {
            "dtype": "string",
            "id": null,
            "_type": "Value"
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    },
    "answer": {
        "num_classes": 4,
        "names": [
            "A",
            "B",
            "C",
            "D"
        ],
        "names_file": null,
        "id": null,
        "_type": "ClassLabel"
    }
}

مدیریت

برای بارگذاری این مجموعه داده در TFDS از دستور زیر استفاده کنید:

ds = tfds.load('huggingface:hendrycks_test/management')

شرح :

This is a massive multitask test consisting of multiple-choice questions from various branches of knowledge, covering 57 tasks including elementary mathematics, US history, computer science, law, and more.

مجوز : مجوز شناخته شده ای وجود ندارد
نسخه : 1.0.0
تقسیم ها :

شکاف	مثال ها
`'auxiliary_train'`	99842
`'dev'`	5
`'test'`	103
`'validation'`	11

امکانات :

{
    "question": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "choices": {
        "feature": {
            "dtype": "string",
            "id": null,
            "_type": "Value"
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    },
    "answer": {
        "num_classes": 4,
        "names": [
            "A",
            "B",
            "C",
            "D"
        ],
        "names_file": null,
        "id": null,
        "_type": "ClassLabel"
    }
}

بازار یابی

برای بارگذاری این مجموعه داده در TFDS از دستور زیر استفاده کنید:

ds = tfds.load('huggingface:hendrycks_test/marketing')

شرح :

This is a massive multitask test consisting of multiple-choice questions from various branches of knowledge, covering 57 tasks including elementary mathematics, US history, computer science, law, and more.

مجوز : مجوز شناخته شده ای وجود ندارد
نسخه : 1.0.0
تقسیم ها :

شکاف	مثال ها
`'auxiliary_train'`	99842
`'dev'`	5
`'test'`	234
`'validation'`	25

امکانات :

{
    "question": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "choices": {
        "feature": {
            "dtype": "string",
            "id": null,
            "_type": "Value"
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    },
    "answer": {
        "num_classes": 4,
        "names": [
            "A",
            "B",
            "C",
            "D"
        ],
        "names_file": null,
        "id": null,
        "_type": "ClassLabel"
    }
}

پزشکی_ژنتیک

برای بارگذاری این مجموعه داده در TFDS از دستور زیر استفاده کنید:

ds = tfds.load('huggingface:hendrycks_test/medical_genetics')

شرح :

This is a massive multitask test consisting of multiple-choice questions from various branches of knowledge, covering 57 tasks including elementary mathematics, US history, computer science, law, and more.

مجوز : مجوز شناخته شده ای وجود ندارد
نسخه : 1.0.0
تقسیم ها :

شکاف	مثال ها
`'auxiliary_train'`	99842
`'dev'`	5
`'test'`	100
`'validation'`	11

امکانات :

{
    "question": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "choices": {
        "feature": {
            "dtype": "string",
            "id": null,
            "_type": "Value"
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    },
    "answer": {
        "num_classes": 4,
        "names": [
            "A",
            "B",
            "C",
            "D"
        ],
        "names_file": null,
        "id": null,
        "_type": "ClassLabel"
    }
}

متفرقه

برای بارگذاری این مجموعه داده در TFDS از دستور زیر استفاده کنید:

ds = tfds.load('huggingface:hendrycks_test/miscellaneous')

شرح :

This is a massive multitask test consisting of multiple-choice questions from various branches of knowledge, covering 57 tasks including elementary mathematics, US history, computer science, law, and more.

مجوز : مجوز شناخته شده ای وجود ندارد
نسخه : 1.0.0
تقسیم ها :

شکاف	مثال ها
`'auxiliary_train'`	99842
`'dev'`	5
`'test'`	783
`'validation'`	86

امکانات :

{
    "question": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "choices": {
        "feature": {
            "dtype": "string",
            "id": null,
            "_type": "Value"
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    },
    "answer": {
        "num_classes": 4,
        "names": [
            "A",
            "B",
            "C",
            "D"
        ],
        "names_file": null,
        "id": null,
        "_type": "ClassLabel"
    }
}

اختلافات_اخلاقی

برای بارگذاری این مجموعه داده در TFDS از دستور زیر استفاده کنید:

ds = tfds.load('huggingface:hendrycks_test/moral_disputes')

شرح :

This is a massive multitask test consisting of multiple-choice questions from various branches of knowledge, covering 57 tasks including elementary mathematics, US history, computer science, law, and more.

مجوز : مجوز شناخته شده ای وجود ندارد
نسخه : 1.0.0
تقسیم ها :

شکاف	مثال ها
`'auxiliary_train'`	99842
`'dev'`	5
`'test'`	346
`'validation'`	38

امکانات :

{
    "question": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "choices": {
        "feature": {
            "dtype": "string",
            "id": null,
            "_type": "Value"
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    },
    "answer": {
        "num_classes": 4,
        "names": [
            "A",
            "B",
            "C",
            "D"
        ],
        "names_file": null,
        "id": null,
        "_type": "ClassLabel"
    }
}

سناریوهای_اخلاقی

برای بارگذاری این مجموعه داده در TFDS از دستور زیر استفاده کنید:

ds = tfds.load('huggingface:hendrycks_test/moral_scenarios')

شرح :

This is a massive multitask test consisting of multiple-choice questions from various branches of knowledge, covering 57 tasks including elementary mathematics, US history, computer science, law, and more.

مجوز : مجوز شناخته شده ای وجود ندارد
نسخه : 1.0.0
تقسیم ها :

شکاف	مثال ها
`'auxiliary_train'`	99842
`'dev'`	5
`'test'`	895
`'validation'`	100

امکانات :

{
    "question": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "choices": {
        "feature": {
            "dtype": "string",
            "id": null,
            "_type": "Value"
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    },
    "answer": {
        "num_classes": 4,
        "names": [
            "A",
            "B",
            "C",
            "D"
        ],
        "names_file": null,
        "id": null,
        "_type": "ClassLabel"
    }
}

تغذیه

برای بارگذاری این مجموعه داده در TFDS از دستور زیر استفاده کنید:

ds = tfds.load('huggingface:hendrycks_test/nutrition')

شرح :

This is a massive multitask test consisting of multiple-choice questions from various branches of knowledge, covering 57 tasks including elementary mathematics, US history, computer science, law, and more.

مجوز : مجوز شناخته شده ای وجود ندارد
نسخه : 1.0.0
تقسیم ها :

شکاف	مثال ها
`'auxiliary_train'`	99842
`'dev'`	5
`'test'`	306
`'validation'`	33

امکانات :

{
    "question": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "choices": {
        "feature": {
            "dtype": "string",
            "id": null,
            "_type": "Value"
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    },
    "answer": {
        "num_classes": 4,
        "names": [
            "A",
            "B",
            "C",
            "D"
        ],
        "names_file": null,
        "id": null,
        "_type": "ClassLabel"
    }
}

فلسفه

برای بارگذاری این مجموعه داده در TFDS از دستور زیر استفاده کنید:

ds = tfds.load('huggingface:hendrycks_test/philosophy')

شرح :

This is a massive multitask test consisting of multiple-choice questions from various branches of knowledge, covering 57 tasks including elementary mathematics, US history, computer science, law, and more.

مجوز : مجوز شناخته شده ای وجود ندارد
نسخه : 1.0.0
تقسیم ها :

شکاف	مثال ها
`'auxiliary_train'`	99842
`'dev'`	5
`'test'`	311
`'validation'`	34

امکانات :

{
    "question": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "choices": {
        "feature": {
            "dtype": "string",
            "id": null,
            "_type": "Value"
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    },
    "answer": {
        "num_classes": 4,
        "names": [
            "A",
            "B",
            "C",
            "D"
        ],
        "names_file": null,
        "id": null,
        "_type": "ClassLabel"
    }
}

ماقبل تاریخ

برای بارگذاری این مجموعه داده در TFDS از دستور زیر استفاده کنید:

ds = tfds.load('huggingface:hendrycks_test/prehistory')

شرح :

This is a massive multitask test consisting of multiple-choice questions from various branches of knowledge, covering 57 tasks including elementary mathematics, US history, computer science, law, and more.

مجوز : مجوز شناخته شده ای وجود ندارد
نسخه : 1.0.0
تقسیم ها :

شکاف	مثال ها
`'auxiliary_train'`	99842
`'dev'`	5
`'test'`	324
`'validation'`	35

امکانات :

{
    "question": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "choices": {
        "feature": {
            "dtype": "string",
            "id": null,
            "_type": "Value"
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    },
    "answer": {
        "num_classes": 4,
        "names": [
            "A",
            "B",
            "C",
            "D"
        ],
        "names_file": null,
        "id": null,
        "_type": "ClassLabel"
    }
}

حسابداری_حرفه ای

برای بارگذاری این مجموعه داده در TFDS از دستور زیر استفاده کنید:

ds = tfds.load('huggingface:hendrycks_test/professional_accounting')

شرح :

This is a massive multitask test consisting of multiple-choice questions from various branches of knowledge, covering 57 tasks including elementary mathematics, US history, computer science, law, and more.

مجوز : مجوز شناخته شده ای وجود ندارد
نسخه : 1.0.0
تقسیم ها :

شکاف	مثال ها
`'auxiliary_train'`	99842
`'dev'`	5
`'test'`	282
`'validation'`	31

امکانات :

{
    "question": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "choices": {
        "feature": {
            "dtype": "string",
            "id": null,
            "_type": "Value"
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    },
    "answer": {
        "num_classes": 4,
        "names": [
            "A",
            "B",
            "C",
            "D"
        ],
        "names_file": null,
        "id": null,
        "_type": "ClassLabel"
    }
}

حقوق_حرفه ای

برای بارگذاری این مجموعه داده در TFDS از دستور زیر استفاده کنید:

ds = tfds.load('huggingface:hendrycks_test/professional_law')

شرح :

This is a massive multitask test consisting of multiple-choice questions from various branches of knowledge, covering 57 tasks including elementary mathematics, US history, computer science, law, and more.

مجوز : مجوز شناخته شده ای وجود ندارد
نسخه : 1.0.0
تقسیم ها :

شکاف	مثال ها
`'auxiliary_train'`	99842
`'dev'`	5
`'test'`	1534
`'validation'`	170

امکانات :

{
    "question": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "choices": {
        "feature": {
            "dtype": "string",
            "id": null,
            "_type": "Value"
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    },
    "answer": {
        "num_classes": 4,
        "names": [
            "A",
            "B",
            "C",
            "D"
        ],
        "names_file": null,
        "id": null,
        "_type": "ClassLabel"
    }
}

حرفه ای_پزشکی

برای بارگذاری این مجموعه داده در TFDS از دستور زیر استفاده کنید:

ds = tfds.load('huggingface:hendrycks_test/professional_medicine')

شرح :

This is a massive multitask test consisting of multiple-choice questions from various branches of knowledge, covering 57 tasks including elementary mathematics, US history, computer science, law, and more.

مجوز : مجوز شناخته شده ای وجود ندارد
نسخه : 1.0.0
تقسیم ها :

شکاف	مثال ها
`'auxiliary_train'`	99842
`'dev'`	5
`'test'`	272
`'validation'`	31

امکانات :

{
    "question": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "choices": {
        "feature": {
            "dtype": "string",
            "id": null,
            "_type": "Value"
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    },
    "answer": {
        "num_classes": 4,
        "names": [
            "A",
            "B",
            "C",
            "D"
        ],
        "names_file": null,
        "id": null,
        "_type": "ClassLabel"
    }
}

حرفه ای_روانشناسی

برای بارگذاری این مجموعه داده در TFDS از دستور زیر استفاده کنید:

ds = tfds.load('huggingface:hendrycks_test/professional_psychology')

شرح :

This is a massive multitask test consisting of multiple-choice questions from various branches of knowledge, covering 57 tasks including elementary mathematics, US history, computer science, law, and more.

مجوز : مجوز شناخته شده ای وجود ندارد
نسخه : 1.0.0
تقسیم ها :

شکاف	مثال ها
`'auxiliary_train'`	99842
`'dev'`	5
`'test'`	612
`'validation'`	69

امکانات :

{
    "question": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "choices": {
        "feature": {
            "dtype": "string",
            "id": null,
            "_type": "Value"
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    },
    "answer": {
        "num_classes": 4,
        "names": [
            "A",
            "B",
            "C",
            "D"
        ],
        "names_file": null,
        "id": null,
        "_type": "ClassLabel"
    }
}

روابط عمومی

برای بارگذاری این مجموعه داده در TFDS از دستور زیر استفاده کنید:

ds = tfds.load('huggingface:hendrycks_test/public_relations')

شرح :

This is a massive multitask test consisting of multiple-choice questions from various branches of knowledge, covering 57 tasks including elementary mathematics, US history, computer science, law, and more.

مجوز : مجوز شناخته شده ای وجود ندارد
نسخه : 1.0.0
تقسیم ها :

شکاف	مثال ها
`'auxiliary_train'`	99842
`'dev'`	5
`'test'`	110
`'validation'`	12

امکانات :

{
    "question": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "choices": {
        "feature": {
            "dtype": "string",
            "id": null,
            "_type": "Value"
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    },
    "answer": {
        "num_classes": 4,
        "names": [
            "A",
            "B",
            "C",
            "D"
        ],
        "names_file": null,
        "id": null,
        "_type": "ClassLabel"
    }
}

مطالعات_امنیتی

برای بارگذاری این مجموعه داده در TFDS از دستور زیر استفاده کنید:

ds = tfds.load('huggingface:hendrycks_test/security_studies')

شرح :

This is a massive multitask test consisting of multiple-choice questions from various branches of knowledge, covering 57 tasks including elementary mathematics, US history, computer science, law, and more.

مجوز : مجوز شناخته شده ای وجود ندارد
نسخه : 1.0.0
تقسیم ها :

شکاف	مثال ها
`'auxiliary_train'`	99842
`'dev'`	5
`'test'`	245
`'validation'`	27

امکانات :

{
    "question": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "choices": {
        "feature": {
            "dtype": "string",
            "id": null,
            "_type": "Value"
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    },
    "answer": {
        "num_classes": 4,
        "names": [
            "A",
            "B",
            "C",
            "D"
        ],
        "names_file": null,
        "id": null,
        "_type": "ClassLabel"
    }
}

جامعه شناسی

برای بارگذاری این مجموعه داده در TFDS از دستور زیر استفاده کنید:

ds = tfds.load('huggingface:hendrycks_test/sociology')

شرح :

This is a massive multitask test consisting of multiple-choice questions from various branches of knowledge, covering 57 tasks including elementary mathematics, US history, computer science, law, and more.

مجوز : مجوز شناخته شده ای وجود ندارد
نسخه : 1.0.0
تقسیم ها :

شکاف	مثال ها
`'auxiliary_train'`	99842
`'dev'`	5
`'test'`	201
`'validation'`	22

امکانات :

{
    "question": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "choices": {
        "feature": {
            "dtype": "string",
            "id": null,
            "_type": "Value"
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    },
    "answer": {
        "num_classes": 4,
        "names": [
            "A",
            "B",
            "C",
            "D"
        ],
        "names_file": null,
        "id": null,
        "_type": "ClassLabel"
    }
}

ما_سیاست_خارجی

برای بارگذاری این مجموعه داده در TFDS از دستور زیر استفاده کنید:

ds = tfds.load('huggingface:hendrycks_test/us_foreign_policy')

شرح :

This is a massive multitask test consisting of multiple-choice questions from various branches of knowledge, covering 57 tasks including elementary mathematics, US history, computer science, law, and more.

مجوز : مجوز شناخته شده ای وجود ندارد
نسخه : 1.0.0
تقسیم ها :

شکاف	مثال ها
`'auxiliary_train'`	99842
`'dev'`	5
`'test'`	100
`'validation'`	11

امکانات :

{
    "question": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "choices": {
        "feature": {
            "dtype": "string",
            "id": null,
            "_type": "Value"
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    },
    "answer": {
        "num_classes": 4,
        "names": [
            "A",
            "B",
            "C",
            "D"
        ],
        "names_file": null,
        "id": null,
        "_type": "ClassLabel"
    }
}

ویروس شناسی

برای بارگذاری این مجموعه داده در TFDS از دستور زیر استفاده کنید:

ds = tfds.load('huggingface:hendrycks_test/virology')

شرح :

This is a massive multitask test consisting of multiple-choice questions from various branches of knowledge, covering 57 tasks including elementary mathematics, US history, computer science, law, and more.

مجوز : مجوز شناخته شده ای وجود ندارد
نسخه : 1.0.0
تقسیم ها :

شکاف	مثال ها
`'auxiliary_train'`	99842
`'dev'`	5
`'test'`	166
`'validation'`	18

امکانات :

{
    "question": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "choices": {
        "feature": {
            "dtype": "string",
            "id": null,
            "_type": "Value"
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    },
    "answer": {
        "num_classes": 4,
        "names": [
            "A",
            "B",
            "C",
            "D"
        ],
        "names_file": null,
        "id": null,
        "_type": "ClassLabel"
    }
}

ادیان_جهانی

برای بارگذاری این مجموعه داده در TFDS از دستور زیر استفاده کنید:

ds = tfds.load('huggingface:hendrycks_test/world_religions')

شرح :

This is a massive multitask test consisting of multiple-choice questions from various branches of knowledge, covering 57 tasks including elementary mathematics, US history, computer science, law, and more.

مجوز : مجوز شناخته شده ای وجود ندارد
نسخه : 1.0.0
تقسیم ها :

شکاف	مثال ها
`'auxiliary_train'`	99842
`'dev'`	5
`'test'`	171
`'validation'`	19

امکانات :

{
    "question": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "choices": {
        "feature": {
            "dtype": "string",
            "id": null,
            "_type": "Value"
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    },
    "answer": {
        "num_classes": 4,
        "names": [
            "A",
            "B",
            "C",
            "D"
        ],
        "names_file": null,
        "id": null,
        "_type": "ClassLabel"
    }
}