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@@ -108,11 +108,11 @@ The dataset contains 276520 valid K8s YAML files. The dataset was created by run
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  the [the-stack-yaml-k8s.ipynb](https://github.com/substratusai/the-stack-yaml-k8s/blob/main/the-stack-k8s-yaml.ipynb)
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  Notebook on K8s using [substratus.ai](https://substratus.ai)
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- ## The Stack Dataset Yaml K8s Description
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- - **Repository:** https://github.com/substratusai/the-stack-yaml-k8s
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- - **Paper:** https://arxiv.org/abs/2211.15533
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- - **Point of Contact:** sam@substratus.ai
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  ### How to use it
 
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  the [the-stack-yaml-k8s.ipynb](https://github.com/substratusai/the-stack-yaml-k8s/blob/main/the-stack-k8s-yaml.ipynb)
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  Notebook on K8s using [substratus.ai](https://substratus.ai)
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+ Source code used to generate dataset: https://github.com/substratusai/the-stack-yaml-k8s
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+ Contact and support: <a href="https://discord.gg/JeXhcmjZVm">
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+ <img alt="discord-invite" src="https://dcbadge.vercel.app/api/server/JeXhcmjZVm?style=flat">
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+ </a>
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  ### How to use it