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ornith-ai/CUDA-L2

CUDA-L2: Surpassing cuBLAS Performance for Matrix Multiplication through Reinforcement Learning 🥳 Introduction CUDA-L2 is a system that combines large language models (LLMs) and reinforcement learning (RL) to automatically optimize Half-precision General Matrix Multiply (HGEMM) CUDA kernels. CUDA-L2 systematically outperforms major matmul baselines to date, from the widely-used torch.matmul to state-of-the-art NVIDIA closed-source libraries (cuBLAS… See the full description on the dataset page: https://huggingface.co/datasets/ornith-ai/CUDA-L2.

Author / organizationornith-ai
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Created3 December 2025
Last updated at source3 December 2025
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