As a set of clean, verified coding challenges for practice. How to Access It
The file is structured so that an AI reads the prompt (the text) and attempts to complete the code block. Because the problems range from simple string manipulation to complex algorithms, it remains a gold standard for evaluating how "smart" a coding assistant truly is. Download 164K txt
Many developers host mirrors of the HumanEval dataset for easy integration into testing pipelines. Technical Structure As a set of clean, verified coding challenges for practice
The name and parameters of the code to be written. Docstrings: A text description of what the code should do. Many developers host mirrors of the HumanEval dataset
You can find the official version through major AI research repositories:
If you are building a custom AI, you run it against these 164 problems to see its "Pass@k" score (the probability that at least one of the generated code samples passes the unit tests).
To train models to better understand logical reasoning and Python syntax.