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@@ -44,7 +44,7 @@ This experiment was inspired by the paper ["Grokfast: Accelerated Grokking by Am
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  ## Acknowledgments
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- Special thanks to the YouTube channel [Tunadorable](https://youtube.com/@tunadorable) for bringing the Grokfast paper to my attention. Tunadorable reads and discusses AI papers from arXiv, providing valuable insights into the latest research.
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  ## Disclaimer
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  ## Acknowledgments
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+ Special thanks to the YouTube channel [Tunadorable](https://youtube.com/@tunadorable) for bringing the Grokfast paper to my attention in his video ["Accelerated Training by Amplifying Slow Gradients"](https://youtu.be/__xQw60y200). Tunadorable reads and discusses AI papers from arXiv, providing valuable insights into the latest research.
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  ## Disclaimer
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