README.md

metadata

configs:
  - config_name: submissions
    data_files: submissions.parquet
  - config_name: successful_submissions
    data_files: successful_submissions.parquet
  - config_name: leaderboards
    data_files: leaderboards.parquet
tags:
  - code
license: mit

This is the dataset that was created from the AMD $100K kernel competition, it contains roughly 40K kernels for fp8-gemm, moe and mla optimized to run on MI300 https://www.datamonsters.com/amd-developer-challenge-2025 Learn more at gpumode.com/news

If you use this dataset in your work, please cite:

@inproceedings{
  zhang2025kernelbot,
  title={KernelBot: A Competition Platform for Writing Heterogeneous {GPU} Code},
  author={Alex L Zhang and Matej Sirovatka and Erik Schultheis and Benjamin Horowitz and Mark Saroufim},
  booktitle={Championing Open-source DEvelopment in ML Workshop @ ICML25},
  year={2025},
  url={https://openreview.net/forum?id=bq9U4dmuyJ}
}