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Quarto GHA Workflow Runner
@@ -36,10 +36,10 @@ ul.task-list li input[type="checkbox"] {
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<script src="../site_libs/quarto-html/tippy.umd.min.js"></script>
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<script src="../site_libs/quarto-html/anchor.min.js"></script>
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<link href="../site_libs/quarto-html/tippy.css" rel="stylesheet">
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<link href="../site_libs/quarto-html/quarto-syntax-highlighting-2f5df379a58b258e96c21c0638c20c03.css" rel="stylesheet" id="quarto-text-highlighting-styles">
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<link href="../site_libs/quarto-html/quarto-syntax-highlighting-dark-b53751a350365c71b6c909e95f209ed1.css" rel="stylesheet" id="quarto-text-highlighting-styles">
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<script src="../site_libs/bootstrap/bootstrap.min.js"></script>
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<link href="../site_libs/bootstrap/bootstrap-icons.css" rel="stylesheet">
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<link href="../site_libs/bootstrap/bootstrap-141b2cdb37a94fcfd6825c1581ff795f.min.css" rel="stylesheet" append-hash="true" id="quarto-bootstrap" data-mode="light">
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<link href="../site_libs/bootstrap/bootstrap-0cda210ced8960466d2ee7bf22d15016.min.css" rel="stylesheet" append-hash="true" id="quarto-bootstrap" data-mode="dark">
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<script id="quarto-search-options" type="application/json">{
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"location": "navbar",
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"copy-button": false,
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@@ -79,8 +79,8 @@ ul.task-list li input[type="checkbox"] {
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<nav class="navbar navbar-expand " data-bs-theme="dark">
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<div class="navbar-container container-fluid">
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<div class="navbar-brand-container mx-auto">
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<a class="navbar-brand" href="../index.html">
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<span class="navbar-title">Axolotl</span>
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<a href="../index.html" class="navbar-brand navbar-brand-logo">
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<img src="../image/axolotl_logo_digital_white.svg" alt="" class="navbar-logo">
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</a>
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</div>
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<div class="quarto-navbar-tools tools-wide tools-end">
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@@ -96,7 +96,7 @@ ul.task-list li input[type="checkbox"] {
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<button type="button" class="quarto-btn-toggle btn" data-bs-toggle="collapse" role="button" data-bs-target=".quarto-sidebar-collapse-item" aria-controls="quarto-sidebar" aria-expanded="false" aria-label="Toggle sidebar navigation" onclick="if (window.quartoToggleHeadroom) { window.quartoToggleHeadroom(); }">
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<i class="bi bi-layout-text-sidebar-reverse"></i>
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</button>
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<nav class="quarto-page-breadcrumbs" aria-label="breadcrumb"><ol class="breadcrumb"><li class="breadcrumb-item">Dataset Preprocessing</li></ol></nav>
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<nav class="quarto-page-breadcrumbs" aria-label="breadcrumb"><ol class="breadcrumb"><li class="breadcrumb-item"><a href="../docs/batch_vs_grad.html">Core Concepts</a></li><li class="breadcrumb-item"><a href="../docs/dataset_preprocessing.html">Dataset Preprocessing</a></li></ol></nav>
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<a class="flex-grow-1" role="navigation" data-bs-toggle="collapse" data-bs-target=".quarto-sidebar-collapse-item" aria-controls="quarto-sidebar" aria-expanded="false" aria-label="Toggle sidebar navigation" onclick="if (window.quartoToggleHeadroom) { window.quartoToggleHeadroom(); }">
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</a>
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</div>
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@@ -117,7 +117,7 @@ ul.task-list li input[type="checkbox"] {
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<li class="sidebar-item sidebar-item-section">
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<div class="sidebar-item-container">
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<a class="sidebar-item-text sidebar-link text-start" data-bs-toggle="collapse" data-bs-target="#quarto-sidebar-section-1" role="navigation" aria-expanded="true">
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<span class="menu-text">How-To Guides</span></a>
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<span class="menu-text">Getting Started</span></a>
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<a class="sidebar-item-toggle text-start" data-bs-toggle="collapse" data-bs-target="#quarto-sidebar-section-1" role="navigation" aria-expanded="true" aria-label="Toggle section">
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<i class="bi bi-chevron-right ms-2"></i>
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</a>
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@@ -126,91 +126,25 @@ ul.task-list li input[type="checkbox"] {
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<li class="sidebar-item">
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<div class="sidebar-item-container">
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<a href="../docs/getting-started.html" class="sidebar-item-text sidebar-link">
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<span class="menu-text">Getting Started with Axolotl</span></a>
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<span class="menu-text">Quickstart</span></a>
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</div>
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</li>
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<li class="sidebar-item">
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<div class="sidebar-item-container">
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<a href="../docs/installation.html" class="sidebar-item-text sidebar-link">
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<span class="menu-text">Installation Guide</span></a>
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<span class="menu-text">Installation</span></a>
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</div>
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</li>
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<li class="sidebar-item">
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<div class="sidebar-item-container">
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<a href="../docs/debugging.html" class="sidebar-item-text sidebar-link">
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<span class="menu-text">Debugging</span></a>
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<a href="../docs/cli.html" class="sidebar-item-text sidebar-link">
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<span class="menu-text">CLI Reference</span></a>
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</div>
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</li>
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<li class="sidebar-item">
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<div class="sidebar-item-container">
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<a href="../docs/inference.html" class="sidebar-item-text sidebar-link">
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<span class="menu-text">Inference Guide</span></a>
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</div>
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</li>
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<li class="sidebar-item">
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<div class="sidebar-item-container">
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<a href="../docs/multipack.html" class="sidebar-item-text sidebar-link">
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<span class="menu-text">Multipack (Sample Packing)</span></a>
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</div>
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</li>
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<li class="sidebar-item">
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<div class="sidebar-item-container">
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<a href="../docs/fsdp_qlora.html" class="sidebar-item-text sidebar-link">
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<span class="menu-text">FDSP + QLoRA</span></a>
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</div>
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</li>
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<li class="sidebar-item">
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<div class="sidebar-item-container">
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<a href="../docs/input_output.html" class="sidebar-item-text sidebar-link">
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<span class="menu-text">Template-free prompt construction</span></a>
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</div>
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</li>
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<li class="sidebar-item">
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<div class="sidebar-item-container">
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<a href="../docs/rlhf.html" class="sidebar-item-text sidebar-link">
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<span class="menu-text">RLHF (Beta)</span></a>
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</div>
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</li>
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<li class="sidebar-item">
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<div class="sidebar-item-container">
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<a href="../docs/nccl.html" class="sidebar-item-text sidebar-link">
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<span class="menu-text">NCCL</span></a>
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</div>
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</li>
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<li class="sidebar-item">
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<div class="sidebar-item-container">
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<a href="../docs/mac.html" class="sidebar-item-text sidebar-link">
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<span class="menu-text">Mac M-series</span></a>
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</div>
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</li>
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<li class="sidebar-item">
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<div class="sidebar-item-container">
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<a href="../docs/multi-gpu.html" class="sidebar-item-text sidebar-link">
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<span class="menu-text">Multi-GPU Training Guide</span></a>
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</div>
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</li>
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<li class="sidebar-item">
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<div class="sidebar-item-container">
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<a href="../docs/multi-node.html" class="sidebar-item-text sidebar-link">
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<span class="menu-text">Multi Node</span></a>
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</div>
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</li>
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<li class="sidebar-item">
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<div class="sidebar-item-container">
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<a href="../docs/unsloth.html" class="sidebar-item-text sidebar-link">
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<span class="menu-text">Unsloth</span></a>
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</div>
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</li>
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<li class="sidebar-item">
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<div class="sidebar-item-container">
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<a href="../docs/amd_hpc.html" class="sidebar-item-text sidebar-link">
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<span class="menu-text">Training with AMD GPUs on HPC Systems</span></a>
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</div>
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</li>
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<li class="sidebar-item">
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<div class="sidebar-item-container">
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<a href="../docs/ray-integration.html" class="sidebar-item-text sidebar-link">
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<span class="menu-text">Ray Train integration</span></a>
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<span class="menu-text">Inference</span></a>
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</div>
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</li>
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</ul>
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@@ -265,7 +199,7 @@ ul.task-list li input[type="checkbox"] {
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<li class="sidebar-item sidebar-item-section">
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<div class="sidebar-item-container">
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<a class="sidebar-item-text sidebar-link text-start" data-bs-toggle="collapse" data-bs-target="#quarto-sidebar-section-3" role="navigation" aria-expanded="true">
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<span class="menu-text">Reference</span></a>
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<span class="menu-text">Deployments</span></a>
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<a class="sidebar-item-toggle text-start" data-bs-toggle="collapse" data-bs-target="#quarto-sidebar-section-3" role="navigation" aria-expanded="true" aria-label="Toggle section">
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<i class="bi bi-chevron-right ms-2"></i>
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</a>
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@@ -273,18 +207,187 @@ ul.task-list li input[type="checkbox"] {
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<ul id="quarto-sidebar-section-3" class="collapse list-unstyled sidebar-section depth1 show">
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<li class="sidebar-item">
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<div class="sidebar-item-container">
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<a href="../docs/multi-gpu.html" class="sidebar-item-text sidebar-link">
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<span class="menu-text">Multi-GPU</span></a>
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</div>
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</li>
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<li class="sidebar-item">
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<div class="sidebar-item-container">
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<a href="../docs/multi-node.html" class="sidebar-item-text sidebar-link">
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<span class="menu-text">Multi Node</span></a>
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</div>
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</li>
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<li class="sidebar-item">
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<div class="sidebar-item-container">
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<a href="../docs/ray-integration.html" class="sidebar-item-text sidebar-link">
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<span class="menu-text">Ray Train</span></a>
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</div>
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</li>
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<li class="sidebar-item">
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<div class="sidebar-item-container">
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<a href="../docs/amd_hpc.html" class="sidebar-item-text sidebar-link">
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<span class="menu-text">AMD GPUs on HPC Systems</span></a>
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</div>
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</li>
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<li class="sidebar-item">
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<div class="sidebar-item-container">
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<a href="../docs/mac.html" class="sidebar-item-text sidebar-link">
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<span class="menu-text">Mac M-series</span></a>
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</div>
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</li>
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</ul>
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</li>
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<li class="sidebar-item sidebar-item-section">
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<div class="sidebar-item-container">
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<a class="sidebar-item-text sidebar-link text-start" data-bs-toggle="collapse" data-bs-target="#quarto-sidebar-section-4" role="navigation" aria-expanded="true">
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<span class="menu-text">How To Guides</span></a>
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<a class="sidebar-item-toggle text-start" data-bs-toggle="collapse" data-bs-target="#quarto-sidebar-section-4" role="navigation" aria-expanded="true" aria-label="Toggle section">
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<i class="bi bi-chevron-right ms-2"></i>
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</a>
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</div>
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<ul id="quarto-sidebar-section-4" class="collapse list-unstyled sidebar-section depth1 show">
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<li class="sidebar-item">
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<div class="sidebar-item-container">
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<a href="../docs/multimodal.html" class="sidebar-item-text sidebar-link">
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<span class="menu-text">MultiModal / Vision Language Models (BETA)</span></a>
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</div>
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</li>
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<li class="sidebar-item">
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<div class="sidebar-item-container">
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<a href="../docs/rlhf.html" class="sidebar-item-text sidebar-link">
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<span class="menu-text">RLHF (Beta)</span></a>
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</div>
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</li>
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<li class="sidebar-item">
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<div class="sidebar-item-container">
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<a href="../docs/reward_modelling.html" class="sidebar-item-text sidebar-link">
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<span class="menu-text">Reward Modelling</span></a>
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</div>
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</li>
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<li class="sidebar-item">
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<div class="sidebar-item-container">
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<a href="../docs/lr_groups.html" class="sidebar-item-text sidebar-link">
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<span class="menu-text">Learning Rate Groups</span></a>
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</div>
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</li>
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<li class="sidebar-item">
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<div class="sidebar-item-container">
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<a href="../docs/lora_optims.html" class="sidebar-item-text sidebar-link">
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<span class="menu-text">LoRA Optimizations</span></a>
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</div>
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</li>
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</ul>
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</li>
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<li class="sidebar-item sidebar-item-section">
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<div class="sidebar-item-container">
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<a class="sidebar-item-text sidebar-link text-start" data-bs-toggle="collapse" data-bs-target="#quarto-sidebar-section-5" role="navigation" aria-expanded="true">
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<span class="menu-text">Core Concepts</span></a>
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<a class="sidebar-item-toggle text-start" data-bs-toggle="collapse" data-bs-target="#quarto-sidebar-section-5" role="navigation" aria-expanded="true" aria-label="Toggle section">
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||||
<i class="bi bi-chevron-right ms-2"></i>
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</a>
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</div>
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<ul id="quarto-sidebar-section-5" class="collapse list-unstyled sidebar-section depth1 show">
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<li class="sidebar-item">
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<div class="sidebar-item-container">
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<a href="../docs/batch_vs_grad.html" class="sidebar-item-text sidebar-link">
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<span class="menu-text">Batch size vs Gradient accumulation</span></a>
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</div>
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||||
</li>
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<li class="sidebar-item">
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||||
<div class="sidebar-item-container">
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||||
<a href="../docs/dataset_preprocessing.html" class="sidebar-item-text sidebar-link active">
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<span class="menu-text">Dataset Preprocessing</span></a>
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</div>
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</li>
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<li class="sidebar-item">
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||||
<div class="sidebar-item-container">
|
||||
<a href="../docs/multipack.html" class="sidebar-item-text sidebar-link">
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||||
<span class="menu-text">Multipack (Sample Packing)</span></a>
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||||
</div>
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||||
</li>
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||||
</ul>
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||||
</li>
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||||
<li class="sidebar-item sidebar-item-section">
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||||
<div class="sidebar-item-container">
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||||
<a class="sidebar-item-text sidebar-link text-start" data-bs-toggle="collapse" data-bs-target="#quarto-sidebar-section-6" role="navigation" aria-expanded="true">
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<span class="menu-text">Advanced Features</span></a>
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<a class="sidebar-item-toggle text-start" data-bs-toggle="collapse" data-bs-target="#quarto-sidebar-section-6" role="navigation" aria-expanded="true" aria-label="Toggle section">
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<i class="bi bi-chevron-right ms-2"></i>
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</a>
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</div>
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<ul id="quarto-sidebar-section-6" class="collapse list-unstyled sidebar-section depth1 show">
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<li class="sidebar-item">
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<div class="sidebar-item-container">
|
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<a href="../docs/fsdp_qlora.html" class="sidebar-item-text sidebar-link">
|
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<span class="menu-text">FDSP + QLoRA</span></a>
|
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</div>
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</li>
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<li class="sidebar-item">
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<div class="sidebar-item-container">
|
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<a href="../docs/unsloth.html" class="sidebar-item-text sidebar-link">
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<span class="menu-text">Unsloth</span></a>
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</div>
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</li>
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<li class="sidebar-item">
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<div class="sidebar-item-container">
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<a href="../docs/torchao.html" class="sidebar-item-text sidebar-link">
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<span class="menu-text">PyTorch ao</span></a>
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</div>
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</li>
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<li class="sidebar-item">
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<div class="sidebar-item-container">
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<a href="../docs/custom_integrations.html" class="sidebar-item-text sidebar-link">
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<span class="menu-text">Custom Integrations</span></a>
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</div>
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</li>
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</ul>
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</li>
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<li class="sidebar-item sidebar-item-section">
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<div class="sidebar-item-container">
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<a class="sidebar-item-text sidebar-link text-start" data-bs-toggle="collapse" data-bs-target="#quarto-sidebar-section-7" role="navigation" aria-expanded="true">
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<span class="menu-text">Troubleshooting</span></a>
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<a class="sidebar-item-toggle text-start" data-bs-toggle="collapse" data-bs-target="#quarto-sidebar-section-7" role="navigation" aria-expanded="true" aria-label="Toggle section">
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<i class="bi bi-chevron-right ms-2"></i>
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</a>
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</div>
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<ul id="quarto-sidebar-section-7" class="collapse list-unstyled sidebar-section depth1 show">
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<li class="sidebar-item">
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<div class="sidebar-item-container">
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<a href="../docs/faq.html" class="sidebar-item-text sidebar-link">
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<span class="menu-text">FAQ</span></a>
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</div>
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</li>
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<li class="sidebar-item">
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<div class="sidebar-item-container">
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<a href="../docs/debugging.html" class="sidebar-item-text sidebar-link">
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<span class="menu-text">Debugging</span></a>
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</div>
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</li>
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<li class="sidebar-item">
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<div class="sidebar-item-container">
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<a href="../docs/nccl.html" class="sidebar-item-text sidebar-link">
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<span class="menu-text">NCCL</span></a>
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</div>
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</li>
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</ul>
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</li>
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<li class="sidebar-item sidebar-item-section">
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<div class="sidebar-item-container">
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<a class="sidebar-item-text sidebar-link text-start" data-bs-toggle="collapse" data-bs-target="#quarto-sidebar-section-8" role="navigation" aria-expanded="true">
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<span class="menu-text">Reference</span></a>
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<a class="sidebar-item-toggle text-start" data-bs-toggle="collapse" data-bs-target="#quarto-sidebar-section-8" role="navigation" aria-expanded="true" aria-label="Toggle section">
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<i class="bi bi-chevron-right ms-2"></i>
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</a>
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</div>
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<ul id="quarto-sidebar-section-8" class="collapse list-unstyled sidebar-section depth1 show">
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<li class="sidebar-item">
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<div class="sidebar-item-container">
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<a href="../docs/config.html" class="sidebar-item-text sidebar-link">
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<span class="menu-text">Config options</span></a>
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</div>
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</li>
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</ul>
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</li>
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<li class="sidebar-item">
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<div class="sidebar-item-container">
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<a href="../docs/faq.html" class="sidebar-item-text sidebar-link">
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<span class="menu-text">FAQ</span></a>
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</div>
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</li>
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</ul>
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</div>
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</nav>
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@@ -296,7 +399,7 @@ ul.task-list li input[type="checkbox"] {
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<!-- main -->
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||||
<main class="content" id="quarto-document-content">
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<header id="title-block-header" class="quarto-title-block default">
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||||
<header id="title-block-header" class="quarto-title-block default"><nav class="quarto-page-breadcrumbs quarto-title-breadcrumbs d-none d-lg-block" aria-label="breadcrumb"><ol class="breadcrumb"><li class="breadcrumb-item"><a href="../docs/batch_vs_grad.html">Core Concepts</a></li><li class="breadcrumb-item"><a href="../docs/dataset_preprocessing.html">Dataset Preprocessing</a></li></ol></nav>
|
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<div class="quarto-title">
|
||||
<h1 class="title">Dataset Preprocessing</h1>
|
||||
</div>
|
||||
|
||||
Reference in New Issue
Block a user