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mehilshah
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AIFaultBench

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software-engineering
bug-reproduction
fault-localization
automated-program-repair
debugging
benchmark
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  # AIFaultBench: A Benchmark of Real-World Faults in AI Software Systems
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- [Zenodo Badge] [HF Badge] [DOI]
 
 
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  AIFaultBench is a benchmark of **770 real-world AI software faults** collected from **105 open-source repositories** across **76 organizations**, spanning traditional machine learning, deep learning, large language model infrastructure, reinforcement learning, agentic AI systems, and AI tooling.
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  # AIFaultBench: A Benchmark of Real-World Faults in AI Software Systems
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+ [![Dataset on Zenodo](https://img.shields.io/badge/dataset-Zenodo-1682d4.svg)](https://doi.org/10.5281/zenodo.21422606)
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+ [![Dataset on HF](https://img.shields.io/badge/dataset-%F0%9F%A4%97%20Hugging%20Face-yellow.svg)](https://huggingface.co/datasets/mehilshah/MSR-MiningChallenge-2027)
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+ [![DOI](https://zenodo.org/badge/DOI/10.5281/zenodo.21422606.svg)](https://doi.org/10.5281/zenodo.21422606)
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  AIFaultBench is a benchmark of **770 real-world AI software faults** collected from **105 open-source repositories** across **76 organizations**, spanning traditional machine learning, deep learning, large language model infrastructure, reinforcement learning, agentic AI systems, and AI tooling.
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