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Subhraneel Haldar
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Designed some words for making it more accurate
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‎_layouts/get_started.html

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<!DOCTYPE html>
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<html lang="en">
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{% include head.html %}
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<body class="{{ page.body-class }}">
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{% include tag_manager_script.html %}
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{% include header.html %}
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{% include head.html %}
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<body class="{{ page.body-class }}">
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{% include tag_manager_script.html %} {% include header.html %}
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<div class="main-background {{ page.background-class }}"></div>
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{% assign items = site.get_started | where: "published",true | sort: "order" %}
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<div class="jumbotron jumbotron-fluid on-dark-background">
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<div class="container">
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<h1>Get Started</h1>
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<div class="container">
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<h1>Get Started</h1>
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<p class="lead">Select preferences and run the command to install PyTorch locally, or get started quickly with one of the supported cloud platforms.</p>
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</div>
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<p class="lead">Select all the Preferences and run the command to Install PyTorch Locally, or get started quickly with one of the supported Cloud Platforms.</p>
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</div>
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</div>
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<div class="main-content-wrapper">
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<div class="main-content">
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<div class="container-fluid nav-menu-wrapper">
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<div class="container">
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<nav class="navbar navbar-expand-lg navbar-light main-content-menu">
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<ul class="navbar-nav">
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{% for item in items %}
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<li class="nav-item nav-select">
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<a class="nav-link get-started-nav-link" data-id="{{ item.slug }}" href="{{ site.baseurl }}{{ item.permalink }}">{{ item.title }}</a>
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</li>
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{% endfor %}
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</ul>
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</nav>
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</div>
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</div>
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<div class="container">
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{% if page.get-started-locally == true %}
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{% include get_started_locally.html %}
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{% elsif page.get-started-via-cloud == true %}
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<div class="main-content">
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<div class="container-fluid nav-menu-wrapper">
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<div class="container">
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<nav class="navbar navbar-expand-lg navbar-light main-content-menu">
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<ul class="navbar-nav">
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{% for item in items %}
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<li class="nav-item nav-select">
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<a class="nav-link get-started-nav-link" data-id="{{ item.slug }}" href="{{ site.baseurl }}{{ item.permalink }}">{{ item.title }}</a>
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</li>
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{% endfor %}
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</ul>
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</nav>
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</div>
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</div>
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{% include get_started_via_cloud.html %}
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<div class="container">
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{% if page.get-started-locally == true %} {% include get_started_locally.html %} {% elsif page.get-started-via-cloud == true %} {% include get_started_via_cloud.html %} {% else %}
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{% else %}
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<div class="article-wrapper" data-id="{{ item.slug }}">
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<article class="pytorch-article">
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{{ content }}
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</article>
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</div>
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<div class="article-wrapper" data-id="{{ item.slug }}">
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<article class="pytorch-article">
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{{ content }}
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</article>
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{% endif %}
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</div>
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{% endif %}
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</div>
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</div>
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</div>
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{% include footer.html %}
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</body>
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</body>
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</html>
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<script src="{{ site.baseurl }}/assets/get-started-sidebar.js"></script>
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<script src="{{ site.baseurl }}/assets/get-started-sidebar.js"></script>

‎hub/hub.html

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---
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layout: default
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title: PyTorch Hub
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permalink: hub/
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background-class: hub-background
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body-class: hub
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---
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--- layout: default title: PyTorch Hub permalink: hub/ background-class: hub-background body-class: hub ---
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<div class="jumbotron jumbotron-fluid">
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<div class="container">
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<h1>
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<span id="hub-header">PyTorch</span> <br>
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<span id="hub-sub-header"></span>Hub</span>
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</h1>
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<p class="lead">Discover and publish models to a pre-trained model repository designed for research exploration. <br>
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Check out the models for <a href="#model-row">Researchers</a>, or learn <a href="https://pytorch.org/docs/stable/hub.html">How It Works</a>.</p>
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<p><a href="{{ site.external_urls.hub_template }}">Contribute Models</a></p>
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<p class="hub-release-message">*This is a beta release - we will be collecting feedback and improving the PyTorch Hub over the coming months.</p>
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</div>
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<div class="container">
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<h1>
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<span id="hub-header">PyTorch</span> <br>
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<span id="hub-sub-header"></span>Hub</span>
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</h1>
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<p class="lead">Discovering and Publishing models to a Pre-Trained Model Repository Designed for Research Exploration. <br> Check out the models for <a href="#model-row">Researchers</a>, or learn <a href="https://pytorch.org/docs/stable/hub.html">How It Works</a>.</p>
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<p><a href="{{ site.external_urls.hub_template }}">Contribute Models</a></p>
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<p class="hub-release-message">*This is a Beta Release - we will be collecting feedback and improving the PyTorch Hub over the coming months.</p>
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</div>
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<div class="main-content-wrapper">
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<div class="main-content">
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<div class="container">
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<!-- START CONTENT -->
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<div class="row" id="model-row">
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<div class="col-md-12 hub-column">
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<h3 class="research-hub-title">For Researchers —</h3>
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<h3 class="research-hub-sub-title">Explore and extend models<br> from the latest <br>cutting edge research</h3>
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<nav class="navbar navbar-expand-lg navbar-light research-menu col-12">
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{% include hub_model_tags.html category="researchers" %}
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<div id="hub-icons" class="hub-select-container hub-sort-main col-5">
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{% include hub_sort.html %}
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</div>
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{% include hub_search.html %}
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</nav>
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<hr class="hub-divider">
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<div id="hub-index-cards">
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<div class="list row hub-cards-wrapper cards-left">
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{% assign hub = site.hub | where: "category", "researchers" | sort: "order" %}
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{% for item in hub %}
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<div class="col-md-6 research-hub-card-wrapper" data-item-count="{{ forloop.index }}" data-tags="{{ item.tags | join: ',' }}" data-id="{{ item.github-id }}">
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<div class="card hub-card">
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<a href="{{ site.baseurl }}{{ item.url }}">
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<div class="card-body">
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<div class="hub-card-title-container">
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<ul class="star-list">
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<li class="card-title">{{ item.title | truncate: 25 }}</li>
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<div class="icon-count-container">
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<li>
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<li><img class="github-logo" src="/assets/images/logo-github.svg"></li>
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</li>
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<li class="github-stars-count"></li>
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<li class="github-stars-count-whole-number"></li>
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<div class="main-content">
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<div class="container">
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<!-- START CONTENT -->
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<div class="row" id="model-row">
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<div class="col-md-12 hub-column">
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<h3 class="research-hub-title">For Researchers —</h3>
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<h3 class="research-hub-sub-title">Explore and extend models<br> from the latest <br>cutting edge research</h3>
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<nav class="navbar navbar-expand-lg navbar-light research-menu col-12">
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{% include hub_model_tags.html category="researchers" %}
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<div id="hub-icons" class="hub-select-container hub-sort-main col-5">
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{% include hub_sort.html %}
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</div>
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{% include hub_search.html %}
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</nav>
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<hr class="hub-divider">
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<div id="hub-index-cards">
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<div class="list row hub-cards-wrapper cards-left">
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{% assign hub = site.hub | where: "category", "researchers" | sort: "order" %} {% for item in hub %}
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<div class="col-md-6 research-hub-card-wrapper" data-item-count="{{ forloop.index }}" data-tags="{{ item.tags | join: ',' }}" data-id="{{ item.github-id }}">
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<div class="card hub-card">
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<a href="{{ site.baseurl }}{{ item.url }}">
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<div class="card-body">
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<div class="hub-card-title-container">
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<ul class="star-list">
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<li class="card-title">{{ item.title | truncate: 25 }}</li>
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<div class="icon-count-container">
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<li>
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<li><img class="github-logo" src="/assets/images/logo-github.svg"></li>
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</li>
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<li class="github-stars-count"></li>
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<li class="github-stars-count-whole-number"></li>
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</div>
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</ul>
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</div>
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<p class="card-summary">{{ item.summary | truncate: 150 }}</p>
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<div class="hub-image">
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<img src="{{ site.baseurl }}/assets/images/{{ item.image }}">
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</div>
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</div>
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</a>
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</div>
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</ul>
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{% endfor %}
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<p class="card-summary">{{ item.summary | truncate: 150 }}</p>
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<div class="hub-image">
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<img src="{{ site.baseurl }}/assets/images/{{ item.image }}">
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</div>
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<div class="row">
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<div class="col-md-12 buttons-container">
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<a class="all-models-button" id="research-models" href="{{ site.baseurl }}/hub/research-models">All Research Models ({{ hub | size}})</a>
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</div>
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</div>
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</a>
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</div>
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</div>
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</div>
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{% endfor %}
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</div>
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</div>
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<div class="row">
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<div class="col-md-12 buttons-container">
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<a class="all-models-button" id="research-models" href="{{ site.baseurl }}/hub/research-models">All Research Models ({{ hub | size}})</a>
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</div>
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</div>
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</div>
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<!-- <div class="col-md-6 hub-column">
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<!-- <div class="col-md-6 hub-column">
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<h3 class="research-hub-title">For Developers —</h3>
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<h3 class="research-hub-sub-title">Get plug & play models<br> to accelerate <br> ML development</h3>
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</div>
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</div>
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</div> -->
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</div>
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</div>
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<div class="row how-it-works">
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<div class="col-md-12 how-it-works-title-col">
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<h3 class="research-hub-title">How it works —</h3>
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</div>
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<div class="col-md-6">
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<h3 class="research-hub-sub-title">Publishing Models</h3>
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<div class="row how-it-works">
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<div class="col-md-12 how-it-works-title-col">
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<h3 class="research-hub-title">How it works —</h3>
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</div>
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<div class="col-md-6">
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<h3 class="research-hub-sub-title">Publishing Models</h3>
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<div class="row">
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<div class="col-md-12">
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<div class="how-it-works-text">
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PyTorch Hub supports publishing pre-trained models (model definitions and pre-trained weights) to a GitHub repository by adding a simple <code class="hub-code-text">hubconf.py</code> file.
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</div>
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</div>
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</div>
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</div>
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<div class="row">
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<div class="col-md-12">
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<div class="how-it-works-text">
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PyTorch Hub supports publishing pre-trained models (model definitions and pre-trained weights) to a GitHub repository by adding a simple <code class="hub-code-text">hubconf.py</code> file.
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</div>
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</div>
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</div>
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</div>
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<div class="col-md-6">
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<h3 class="research-hub-sub-title">Loading models</h3>
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<div class="col-md-6">
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<h3 class="research-hub-sub-title">Loading models</h3>
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<div class="row">
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<div class="col-md-12">
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<div class="how-it-works-text">
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Users can load pre-trained models using <code class="hub-code-text">torch.hub.load()</code> API.
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</div>
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<p class="how-it-works-text">Here’s an example showing how to load the <code class="hub-code-text">resnet18</code> entrypoint from the <code class="hub-code-text">pytorch/vision</code> repo.</p>
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<p class="how-it-works-text"><code class="hub-code-text hub-code-block">model = torch.hub.load('pytorch/vision', 'resnet18', pretrained=True)</code></p>
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<button class="full-docs-button"><a href="https://pytorch.org/docs/stable/hub.html">See Full Documentation</a></button>
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<div class="row">
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<div class="col-md-12">
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<div class="how-it-works-text">
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Users can load pre-trained models using <code class="hub-code-text">torch.hub.load()</code> API.
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</div>
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<p class="how-it-works-text">Here’s an example showing how to load the <code class="hub-code-text">resnet18</code> entrypoint from the <code class="hub-code-text">pytorch/vision</code> repo.</p>
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<p class="how-it-works-text"><code class="hub-code-text hub-code-block">model = torch.hub.load('pytorch/vision', 'resnet18', pretrained=True)</code></p>
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<button class="full-docs-button"><a href="https://pytorch.org/docs/stable/hub.html">See Full Documentation</a></button>
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</div>
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</div>
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</div>
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<script src="//cdnjs.cloudflare.com/ajax/libs/list.js/1.5.0/list.min.js"></script>
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<script src="//cdnjs.cloudflare.com/ajax/libs/numeral.js/2.0.6/numeral.min.js"></script>
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<div id="filter-script" data-list-id="hub-index-cards" data-display-count="6" data-pagination="false"></div>
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<script star-count-call-date="hubStarCountCallDate" star-count-data="hubStarCountData" src="{{ site.baseurl }}/assets/github-stars.js"></script>
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<script src="{{ site.baseurl }}/assets/hub-search-bar.js"></script>
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<script src="{{ site.baseurl }}/assets/hub-search-bar.js"></script>

‎style-guide.html

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---
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layout: default
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body-class: style-guide
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background-class: style-guide
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---
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--- layout: default body-class: style-guide background-class: style-guide ---
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<div class="jumbotron jumbotron-fluid on-dark-background">
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<div class="container">
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<h1>Header 1<br />&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Article Page</h1>
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<p class="lead">Jumbotron text. Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua</p>
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<a href="#" class="btn btn-lg with-right-arrow">Call to Action</a>
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</div>
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<div class="container">
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<h1>Header 1<br />&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Article Page </h1>
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<p class="lead">Jumbotron Text. Lorem Ipsum dolor sit amet, Consectetur Adipiscing Elit, Sed do eiusmod tempor Incididunt ut labore et Dolore Magna Aliqua</p>
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<a href="#" class="btn btn-lg with-right-arrow">Call to Action !!</a>
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</div>
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<div class="main-content-wrapper">
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<div class="main-content">
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<div class="container">
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<article class="pytorch-article">
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{% for post in site.style_guide %}
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{{ post.content }}
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{% endfor %}
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</article>
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<div class="main-content">
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<div class="container">
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<article class="pytorch-article">
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{% for post in site.style_guide %} {{ post.content }} {% endfor %}
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</article>
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</div>
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</div>
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</div>
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</div>

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