Datasets:

google-research-datasets
/

mbpp

	{
	"full": {
	"description": "The MBPP (Mostly Basic Python Problems) dataset consists of around 1,000 crowd-sourced Python\nprogramming problems, designed to be solvable by entry level programmers, covering programming\nfundamentals, standard library functionality, and so on. Each problem consists of a task\ndescription, code solution and 3 automated test cases. The sanitized subset of the data has been\nhand-verified by the authors.\n",
	"citation": "@article{austin2021program,\n title={Program Synthesis with Large Language Models},\n author={Austin, Jacob and Odena, Augustus and Nye, Maxwell and Bosma, Maarten and Michalewski, Henryk and Dohan, David and Jiang, Ellen and Cai, Carrie and Terry, Michael and Le, Quoc and others},\n journal={arXiv preprint arXiv:2108.07732},\n year={2021}\n}",
	"homepage": "https://github.com/google-research/google-research/tree/master/mbpp",
	"license": "CC-BY-4.0",
	"features": {
	"task_id": {
	"dtype": "int32",
	"_type": "Value"
	},
	"text": {
	"dtype": "string",
	"_type": "Value"
	},
	"code": {
	"dtype": "string",
	"_type": "Value"
	},
	"test_list": {
	"feature": {
	"dtype": "string",
	"_type": "Value"
	},
	"_type": "Sequence"
	},
	"test_setup_code": {
	"dtype": "string",
	"_type": "Value"
	},
	"challenge_test_list": {
	"feature": {
	"dtype": "string",
	"_type": "Value"
	},
	"_type": "Sequence"
	}
	},
	"builder_name": "mbpp",
	"dataset_name": "mbpp",
	"config_name": "full",
	"version": {
	"version_str": "1.0.2",
	"major": 1,
	"minor": 0,
	"patch": 2
	},
	"splits": {
	"train": {
	"name": "train",
	"num_bytes": 176879,
	"num_examples": 374,
	"dataset_name": null
	},
	"test": {
	"name": "test",
	"num_bytes": 244104,
	"num_examples": 500,
	"dataset_name": null
	},
	"validation": {
	"name": "validation",
	"num_bytes": 42405,
	"num_examples": 90,
	"dataset_name": null
	},
	"prompt": {
	"name": "prompt",
	"num_bytes": 4550,
	"num_examples": 10,
	"dataset_name": null
	}
	},
	"download_size": 236069,
	"dataset_size": 467938,
	"size_in_bytes": 704007
	},
	"sanitized": {
	"description": "The MBPP (Mostly Basic Python Problems) dataset consists of around 1,000 crowd-sourced Python\nprogramming problems, designed to be solvable by entry level programmers, covering programming\nfundamentals, standard library functionality, and so on. Each problem consists of a task\ndescription, code solution and 3 automated test cases. The sanitized subset of the data has been\nhand-verified by the authors.\n",
	"citation": "@article{austin2021program,\n title={Program Synthesis with Large Language Models},\n author={Austin, Jacob and Odena, Augustus and Nye, Maxwell and Bosma, Maarten and Michalewski, Henryk and Dohan, David and Jiang, Ellen and Cai, Carrie and Terry, Michael and Le, Quoc and others},\n journal={arXiv preprint arXiv:2108.07732},\n year={2021}\n}",
	"homepage": "https://github.com/google-research/google-research/tree/master/mbpp",
	"license": "CC-BY-4.0",
	"features": {
	"source_file": {
	"dtype": "string",
	"_type": "Value"
	},
	"task_id": {
	"dtype": "int32",
	"_type": "Value"
	},
	"prompt": {
	"dtype": "string",
	"_type": "Value"
	},
	"code": {
	"dtype": "string",
	"_type": "Value"
	},
	"test_imports": {
	"feature": {
	"dtype": "string",
	"_type": "Value"
	},
	"_type": "Sequence"
	},
	"test_list": {
	"feature": {
	"dtype": "string",
	"_type": "Value"
	},
	"_type": "Sequence"
	}
	},
	"builder_name": "mbpp",
	"dataset_name": "mbpp",
	"config_name": "sanitized",
	"version": {
	"version_str": "1.0.2",
	"major": 1,
	"minor": 0,
	"patch": 2
	},
	"splits": {
	"train": {
	"name": "train",
	"num_bytes": 63453,
	"num_examples": 120,
	"dataset_name": null
	},
	"test": {
	"name": "test",
	"num_bytes": 132720,
	"num_examples": 257,
	"dataset_name": null
	},
	"validation": {
	"name": "validation",
	"num_bytes": 20050,
	"num_examples": 43,
	"dataset_name": null
	},
	"prompt": {
	"name": "prompt",
	"num_bytes": 3407,
	"num_examples": 7,
	"dataset_name": null
	}
	},
	"download_size": 115422,
	"dataset_size": 219630,
	"size_in_bytes": 335052
	}
	}