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@@ -83,6 +83,7 @@ The dataset itself is provided for research and development purposes. Users shou
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  ## Citation
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  @software{kernelbook2025,
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  title={KernelBook},
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  author={Paliskara, Sahan and Saroufim, Mark},
@@ -90,4 +91,5 @@ The dataset itself is provided for research and development purposes. Users shou
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  month={5},
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  note={Corresponding author: Mark Saroufim},
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  url={https://huggingface.co/datasets/GPUMODE/KernelBook},
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- }
 
 
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  ## Citation
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+ ```
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  @software{kernelbook2025,
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  title={KernelBook},
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  author={Paliskara, Sahan and Saroufim, Mark},
 
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  month={5},
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  note={Corresponding author: Mark Saroufim},
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  url={https://huggingface.co/datasets/GPUMODE/KernelBook},
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+ }
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+ ```