datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
AI-Code-Optimization-for-Sustainability-Dataset
AI Code Optimization for Sustainability: Dataset
Refactoring Python Code for Energy-Efficiency using Qwen3: Dataset based on HumanEval, MBPP, and Mercury
📄 Read the Paper | Zenodo Mirror | DOI: 10.5281/zenodo.18377893 | About the author
This dataset is a part of a Master thesis research internship investigating the use of LLMs to optimize Python code for energy efficiency.
The research was conducted as part of the Greenify My Code (GMC) project at the Netherlands Organisation for… See the full description on the dataset page: https://huggingface.co/datasets/BambusControl/AI-Code-Optimization-for-Sustainability-Dataset.Code-Optimization
Dataset Description
This dataset contains 3,000 pairs of Python code snippets designed to demonstrate common performance bottlenecks and their optimized counterparts. Each entry includes complexity analysis (Time and Space) and a technical explanation for the optimization.
Total Samples: 3,000
Language: Python 3.x
Focus: Performance engineering, Refactoring, and Algorithmic Efficiency.
Dataset Summary
The dataset is structured to help train or fine-tune models on… See the full description on the dataset page: https://huggingface.co/datasets/SeifElden2342532/Code-Optimization.