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_bibliography/papers.bib

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---
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---
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@inproceedings{gemini2024v2,
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title = {Gemini 1.5: Unlocking Multimodal Understanding Across Millions of Tokens of Context},
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author = {Gemini Team},
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booktitle = {Technical Report},
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year = {2024},
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month = {February},
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pdf = {https://arxiv.org/pdf/2403.05530},
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selected = {true},
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bibtex_show = {true},
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}
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@inproceedings{gemini2023v1,
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title = {Gemini: A Family of Highly Capable Multimodal Models},
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author = {Gemini Team},
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booktitle = {Technical Report},
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year = {2023},
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month = {December},
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pdf = {https://arxiv.org/pdf/2312.11805},
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selected = {true},
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bibtex_show = {true},
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}
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@inproceedings{dimitriev2021carms,
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title = {CARMS: Categorical-Antithetic-REINFORCE Multi-Sample Gradient Estimator},
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author = {Dimitriev, Alek and Zhou, Mingyuan},

_config.yml

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email: dimitriev.aleksandar@gmail.com
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description: > # the ">" symbol means to ignore newlines until "footer_text:"
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Alek Dimitriev's personal website.
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footer_text: >
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Powered by <a href="http://jekyllrb.com/" target="_blank">Jekyll</a> with <a href="https://github.com/alshedivat/al-folio">al-folio</a> theme.
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footer_text: asda # >%Powered by <a href="http://jekyllrb.com/" target="_blank">Jekyll</a> with <a href="https://github.com/alshedivat/al-folio">al-folio</a> theme.
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lang: en
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icon: 📖 # the emoji used as the favicon
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url: https://alekdimi.github.io # the base hostname & protocol for your site

_data/coauthors.yml

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"Zhou":
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- firstname: ["Mingyuan", "M."]
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url: https://mingyuanzhou.github.io
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# "Zhou":
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# - firstname: ["Mingyuan", "M."]
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# url: https://mingyuanzhou.github.io
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"Kristan":
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- firstname: ["Matej", "M."]
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url: https://www.vicos.si/people/matej_kristan/
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# "Gemini":
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# - firstname: ["Gemini", "Gemini"]
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# url: https://gemini.google.com/
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"Štrumbelj":
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- firstname: ["Erik", "E."]
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url: https://www.fri.uni-lj.si/en/about-faculty/employees/erik-strumbelj
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# "Kristan":
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# - firstname: ["Matej", "M."]
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# url: https://www.vicos.si/people/matej_kristan/
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"Bosnič":
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- firstname: ["Zoran", "Z."]
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url: https://fri.uni-lj.si/en/about-faculty/employees/zoran-bosnic
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# "Štrumbelj":
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# - firstname: ["Erik", "E."]
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# url: https://www.fri.uni-lj.si/en/about-faculty/employees/erik-strumbelj
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# "Bosnič":
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# - firstname: ["Zoran", "Z."]
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# url: https://fri.uni-lj.si/en/about-faculty/employees/zoran-bosnic
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_includes/selected_papers.html

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<div class="publications">
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<h2>Selected publications:</h2>
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<h2>Selected papers:</h2>
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{% bibliography -f papers -q @*[selected=true]* %}
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</div>

_layouts/bib.html

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{%- if forloop.length == 1 -%}
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{%- if author_is_self %}
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<em>{{author.last}}, {{author.first}}</em>
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<em>{{author.first}} {{author.last}}</em>
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{%- else -%}
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{{author.last}}, {{author.first}}
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{{author.first}} {{author.last}}
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{%- endif -%}
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{%- else -%}
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{%- unless forloop.last -%}
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{% if author_is_self %}
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<em>{{author.last}}, {{author.first}}</em>,&nbsp;
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<em>{{author.first}} {{author.last}}</em>&nbsp;
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{%- else -%}
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{% if coauthor_url -%}
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<a href="{{coauthor_url}}">{{author.last}}, {{author.first}}</a>,&nbsp;
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<a href="{{coauthor_url}}">{{author.first}} {{author.last}}</a>&nbsp;
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{%- else -%}
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{{author.last}}, {{author.first}},&nbsp;
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{{author.first}} {{author.last}}&nbsp;
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{%- endif -%}
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{%- endif -%}
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{%- else -%}
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{% if author_is_self -%}
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and <em>{{author.last}}, {{author.first}}</em>
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and <em>{{author.first}} {{author.last}}</em>
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{% else -%}
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{%- if coauthor_url -%}
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and <a href="{{coauthor_url}}">{{author.last}}, {{author.first}}</a>
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and <a href="{{coauthor_url}}">{{author.first}} {{author.last}}</a>
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{% else -%}
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and {{author.last}}, {{author.first}}
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and {{author.first}} {{author.last}}
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{%- endif -%}
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{%- endif -%}
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{%- endunless -%}
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{% if entry.type == "article" -%}
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{%- capture entrytype -%}<em>{{entry.journal}}</em>{%- endcapture -%}
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{%- elsif entry.type == "inproceedings" -%}
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{%- capture entrytype -%}<em>In {{entry.booktitle}}</em> {%- endcapture -%}
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{%- capture entrytype -%}<em>{{entry.booktitle}}</em>, {%- endcapture -%}
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{%- endif -%}
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{%- if entry.month -%}
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{%- capture entrymonth -%}{{ " " }}{{ entry.month | capitalize }}{%- endcapture -%}

_pages/about.md

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subtitle: # <a href="https://www.mccombs.utexas.edu/PhD/Areas-of-Study/IROM">IROM Department</a> &#8226; <a href="https://www.mccombs.utexas.edu/">McCombs School of Business</a> &#8226; <a href="https://www.utexas.edu/">University of Texas at Austin</a>
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profile:
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align: right
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image: profile_square.jpg
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image: prof.jpeg
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address:
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news: false # includes a list of news items
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selected_papers: true # includes a list of papers marked as "selected={true}"
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social: true # includes social icons at the bottom of the page
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---
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I'm a machine learning engineer at [Google](https://about.google/), working on large language models. Before that, I did my PhD in machine learning at [UT Austin](https://www.utexas.edu/), advised by [Prof. Mingyuan Zhou](http://mingyuanzhou.github.io/), where I did research in backpropagating through discrete variables in deep learning. I also hold an M.Sc. and B.Sc. in computer science from the [University of Ljubljana](https://fri.uni-lj.si/en).
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<!-- Before starting my PhD, I worked on applying machine learning to different domains. I was a visiting researcher at Stanford University, working with [Prof. Leskovec](https://cs.stanford.edu/~jure/) on applying NLP to extract protein-protein interactions from the scientific literature. I also worked as a data scientist at [Zemanta](https://www.zemanta.com/) and [Salviol](http://www.salviol.com/) preventing fraud in native advertising and insurance claims, respectively. For more details, see my [resume](assets/pdf/Resume-Alek-Dimitriev.pdf). In my free time, i like to [read](https://www.goodreads.com/review/list/9349542-alek), listen to podcasts, and think about how best to [improve the world](https://en.wikipedia.org/wiki/Effective_altruism). -->
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I'm a machine learning engineer at Google, working on [Gemini](https://gemini.google.com) finetuning and inference for teams across [Alphabet](https://abc.xyz). I've been fortunate to work on a wide range of problems, ranging from multimodal capabilities augmentation, to non-generative tasks like text embedding, to automating model hyperparameters and sharding to improve training and inference efficiency.
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Before Google, I did my PhD in machine learning at [UT Austin](https://www.utexas.edu/), advised by [Prof. Mingyuan Zhou](http://mingyuanzhou.github.io/), where my research was focused on [Gradient estimation for discrete variables via dependent Monte Carlo samples](https://repositories.lib.utexas.edu/items/b2924809-2671-48ba-b004-5e509f50bcc0). I also hold an M.Sc. and B.Sc. in computer science from the [University of Ljubljana](https://fri.uni-lj.si/en).
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<!-- I'm a machine learning engineer at [Google](https://about.google/), working on large language models. Before that, I did my PhD in machine learning at [UT Austin](https://www.utexas.edu/), advised by [Prof. Mingyuan Zhou](http://mingyuanzhou.github.io/), where I did research in backpropagating through discrete variables in deep learning. I also hold an M.Sc. and B.Sc. in computer science from the [University of Ljubljana](https://fri.uni-lj.si/en).
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Before starting my PhD, I worked on applying machine learning to different domains.
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I was a visiting researcher at Stanford University, working with [Prof. Leskovec](https://cs.stanford.edu/~jure/)
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on applying NLP to extract protein-protein interactions from the scientific literature.
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I also worked as a data scientist at [Zemanta](https://www.zemanta.com/)
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and [Salviol](http://www.salviol.com/) preventing fraud in native advertising and insurance claims,
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respectively. For more details, see my [resume](assets/pdf/Resume-Alek-Dimitriev.pdf).
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In my free time, i like to [read](https://www.goodreads.com/review/list/9349542-alek),
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listen to podcasts, and think about how best to [improve the world](https://en.wikipedia.org/wiki/Effective_altruism). -->

_sass/_base.scss

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@media (min-width: 576px) {
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.profile {
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width: 30%;
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width: 40%;
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.address {
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p { display: block; }
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}

_sass/_themes.scss

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--global-code-bg-color: #{$code-bg-color-light};
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--global-text-color: #{$black-color};
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--global-text-color-light: #{$grey-color};
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--global-theme-color: #{$burnt-orange-color};
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--global-hover-color: #{$light-orange-color};
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--global-theme-color: #{$blue-color};
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--global-hover-color: #{$blue-color-light};
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--global-footer-bg-color: #{$grey-color-dark};
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--global-footer-text-color: #{$grey-color-light};
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--global-footer-link-color: #{$white-color};
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--global-code-bg-color: #{$code-bg-color-dark};
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--global-text-color: #{$grey-color-light};
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--global-text-color-light: #{$grey-color-light};
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--global-theme-color: #{$burnt-orange-color};
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--global-hover-color: #{$light-orange-color};
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--global-theme-color: #{$blue-color};
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--global-hover-color: #{$blue-color-light};
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--global-footer-bg-color: #{$grey-color-light};
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--global-footer-text-color: #{$grey-color-dark};
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--global-footer-link-color: #{$black-color};

_sass/_variables.scss

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$orange-color: #F29105 !default;
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$blue-color: #0076df !default;
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$blue-color-dark: #00369f !default;
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$blue-color-light: #52a6f0 !default;
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$cyan-color: #2698BA !default;
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$light-cyan-color: lighten($cyan-color, 25%);
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$green-color: #00ab37 !default;

assets/img/original.jpeg

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