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README.md

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 language:
 - en
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-This repo contains code and links for the Flash Normalization paper:
-* Paper: [arXiv](https://arxiv.org/abs/2407.09577) and [latex](https://github.com/OpenMachine-ai/transformer-tricks/blob/main/latex/flash.tex)
+This repo contains code and links for the [Flash normalization paper](https://arxiv.org/abs/2407.09577):
 * <a href="https://colab.research.google.com/github/OpenMachine-ai/transformer-tricks/blob/main/flash_normalization.ipynb"><img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Colab" height="20"></a>
+* Paper: [arXiv](https://arxiv.org/abs/2407.09577) and [latex](https://github.com/OpenMachine-ai/transformer-tricks/blob/main/latex/flash.tex)
 * See [here](https://github.com/OpenMachine-ai/transformer-tricks/tree/main) for more transformer tricks