1448 lines
76 KiB
HTML
1448 lines
76 KiB
HTML
<!DOCTYPE html>
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<html xmlns="http://www.w3.org/1999/xhtml" lang="en" xml:lang="en"><head>
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<meta charset="utf-8">
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<meta name="generator" content="quarto-1.9.37">
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<meta name="viewport" content="width=device-width, initial-scale=1.0, user-scalable=yes">
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<title>Axolotl</title>
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<style>
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/* Default styles provided by pandoc.
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** See https://pandoc.org/MANUAL.html#variables-for-html for config info.
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*/
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code{white-space: pre-wrap;}
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span.smallcaps{font-variant: small-caps;}
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div.columns{display: flex; gap: min(4vw, 1.5em);}
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div.column{flex: auto; overflow-x: auto;}
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div.hanging-indent{margin-left: 1.5em; text-indent: -1.5em;}
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ul.task-list{list-style: none;}
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ul.task-list li input[type="checkbox"] {
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width: 0.8em;
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margin: 0 0.8em 0.2em -1em; /* quarto-specific, see https://github.com/quarto-dev/quarto-cli/issues/4556 */
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vertical-align: middle;
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}
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/* CSS for syntax highlighting */
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html { -webkit-text-size-adjust: 100%; }
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pre > code.sourceCode { white-space: pre; position: relative; }
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pre > code.sourceCode > span { display: inline-block; line-height: 1.25; }
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pre > code.sourceCode > span:empty { height: 1.2em; }
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.sourceCode { overflow: visible; }
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code.sourceCode > span { color: inherit; text-decoration: inherit; }
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div.sourceCode { margin: 1em 0; }
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pre.sourceCode { margin: 0; }
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@media screen {
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div.sourceCode { overflow: auto; }
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}
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@media print {
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pre > code.sourceCode { white-space: pre-wrap; }
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pre > code.sourceCode > span { text-indent: -5em; padding-left: 5em; }
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}
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pre.numberSource code
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{ counter-reset: source-line 0; }
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pre.numberSource code > span
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{ position: relative; left: -4em; counter-increment: source-line; }
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pre.numberSource code > span > a:first-child::before
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{ content: counter(source-line);
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position: relative; left: -1em; text-align: right; vertical-align: baseline;
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border: none; display: inline-block;
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-webkit-touch-callout: none; -webkit-user-select: none;
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-khtml-user-select: none; -moz-user-select: none;
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-ms-user-select: none; user-select: none;
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padding: 0 4px; width: 4em;
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}
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pre.numberSource { margin-left: 3em; padding-left: 4px; }
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div.sourceCode
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{ }
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@media screen {
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pre > code.sourceCode > span > a:first-child::before { text-decoration: underline; }
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}
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</style>
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<script src="site_libs/quarto-nav/quarto-nav.js"></script>
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<script src="site_libs/clipboard/clipboard.min.js"></script>
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<script src="site_libs/quarto-search/autocomplete.umd.js"></script>
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<script src="site_libs/quarto-search/fuse.min.js"></script>
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<script src="site_libs/quarto-search/quarto-search.js"></script>
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<meta name="quarto:offset" content="./">
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<link href="./favicon.jpg" rel="icon" type="image/jpeg">
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<script src="site_libs/quarto-html/quarto.js" type="module"></script>
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<script src="site_libs/quarto-html/tabsets/tabsets.js" type="module"></script>
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<script src="site_libs/quarto-html/popper.min.js"></script>
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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-dark-d0ae9245876894da5ac7e18953ecc5cc.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-ab6ebd6eb475c4578b58908bc314f719.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">{
|
||
"location": "navbar",
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||
"copy-button": false,
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||
"collapse-after": 3,
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||
"panel-placement": "end",
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||
"type": "overlay",
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||
"limit": 50,
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"keyboard-shortcut": [
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"f",
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"/",
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"s"
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],
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"show-item-context": false,
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"language": {
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"search-no-results-text": "No results",
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||
"search-matching-documents-text": "matching documents",
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||
"search-copy-link-title": "Copy link to search",
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||
"search-hide-matches-text": "Hide additional matches",
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"search-more-match-text": "more match in this document",
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"search-more-matches-text": "more matches in this document",
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||
"search-clear-button-title": "Clear",
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"search-text-placeholder": "",
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||
"search-detached-cancel-button-title": "Cancel",
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"search-submit-button-title": "Submit",
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||
"search-label": "Search"
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||
}
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||
}</script>
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<script async="" src="https://www.googletagmanager.com/gtag/js?id=G-9KYCVJBNMQ"></script>
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<script type="text/javascript">
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window.dataLayer = window.dataLayer || [];
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function gtag(){dataLayer.push(arguments);}
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gtag('js', new Date());
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gtag('config', 'G-9KYCVJBNMQ', { 'anonymize_ip': true});
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</script>
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<link rel="stylesheet" href="styles.css">
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</head>
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<body class="nav-sidebar docked nav-fixed quarto-light">
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||
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<div id="quarto-search-results"></div>
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||
<header id="quarto-header" class="headroom fixed-top">
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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 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 light-content">
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<img src="./image/axolotl_logo_digital_white.svg" alt="" class="navbar-logo dark-content">
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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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<a href="https://twitter.com/axolotl_ai" title="" class="quarto-navigation-tool px-1" aria-label=""><i class="bi bi-twitter"></i></a>
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<a href="https://github.com/axolotl-ai-cloud/axolotl/" title="" class="quarto-navigation-tool px-1" aria-label=""><i class="bi bi-github"></i></a>
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<a href="https://discord.gg/7m9sfhzaf3" title="" class="quarto-navigation-tool px-1" aria-label=""><i class="bi bi-discord"></i></a>
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</div>
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<div id="quarto-search" class="" title="Search"></div>
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</div> <!-- /container-fluid -->
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</nav>
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<nav class="quarto-secondary-nav">
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<div class="container-fluid d-flex">
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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"><a href="./index.html">Home</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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</nav>
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</header>
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<!-- content -->
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<div id="quarto-content" class="quarto-container page-columns page-rows-contents page-layout-article page-navbar">
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<!-- sidebar -->
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<nav id="quarto-sidebar" class="sidebar collapse collapse-horizontal quarto-sidebar-collapse-item sidebar-navigation docked overflow-auto">
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<div class="sidebar-menu-container">
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||
<ul class="list-unstyled mt-1">
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||
<li class="sidebar-item">
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||
<div class="sidebar-item-container">
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||
<a href="./index.html" class="sidebar-item-text sidebar-link active">
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||
<span class="menu-text">Home</span></a>
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||
</div>
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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-1" role="navigation" aria-expanded="true">
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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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</div>
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<ul id="quarto-sidebar-section-1" 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/getting-started.html" class="sidebar-item-text sidebar-link">
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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/choosing_method.html" class="sidebar-item-text sidebar-link">
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<span class="menu-text">Which Fine-Tuning Method Should I Use?</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</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 and Merging</span></a>
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</div>
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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 collapsed" data-bs-toggle="collapse" data-bs-target="#quarto-sidebar-section-2" role="navigation" aria-expanded="false">
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<span class="menu-text">Model Guides</span></a>
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<a class="sidebar-item-toggle text-start collapsed" data-bs-toggle="collapse" data-bs-target="#quarto-sidebar-section-2" role="navigation" aria-expanded="false" 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-2" class="collapse list-unstyled sidebar-section depth2 ">
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||
<li class="sidebar-item">
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||
<div class="sidebar-item-container">
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||
<a href="./docs/models/kimi-linear.html" class="sidebar-item-text sidebar-link">
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||
<span class="menu-text">Kimi Linear</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/models/plano.html" class="sidebar-item-text sidebar-link">
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||
<span class="menu-text">Plano Orchestrator</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/models/mimo.html" class="sidebar-item-text sidebar-link">
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<span class="menu-text">MiMo</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/models/internvl3_5.html" class="sidebar-item-text sidebar-link">
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<span class="menu-text">InternVL 3.5</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/models/olmo3.html" class="sidebar-item-text sidebar-link">
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<span class="menu-text">OLMo 3</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/models/trinity.html" class="sidebar-item-text sidebar-link">
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||
<span class="menu-text">Trinity</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/models/arcee.html" class="sidebar-item-text sidebar-link">
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||
<span class="menu-text">Arcee AFM</span></a>
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||
</div>
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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 collapsed" data-bs-toggle="collapse" data-bs-target="#quarto-sidebar-section-3" role="navigation" aria-expanded="false">
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||
<span class="menu-text">Ministral3</span></a>
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||
<a class="sidebar-item-toggle text-start collapsed" data-bs-toggle="collapse" data-bs-target="#quarto-sidebar-section-3" role="navigation" aria-expanded="false" aria-label="Toggle section">
|
||
<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-3" class="collapse list-unstyled sidebar-section depth3 ">
|
||
<li class="sidebar-item">
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||
<div class="sidebar-item-container">
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||
<a href="./docs/models/ministral3.html" class="sidebar-item-text sidebar-link">
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||
<span class="menu-text">Ministral3</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/models/ministral3/think.html" class="sidebar-item-text sidebar-link">
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<span class="menu-text">Ministral 3 Thinking</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/models/ministral3/vision.html" class="sidebar-item-text sidebar-link">
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<span class="menu-text">Ministral 3 Vision</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 collapsed" data-bs-toggle="collapse" data-bs-target="#quarto-sidebar-section-4" role="navigation" aria-expanded="false">
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||
<span class="menu-text">Magistral</span></a>
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||
<a class="sidebar-item-toggle text-start collapsed" data-bs-toggle="collapse" data-bs-target="#quarto-sidebar-section-4" role="navigation" aria-expanded="false" aria-label="Toggle section">
|
||
<i class="bi bi-chevron-right ms-2"></i>
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||
</a>
|
||
</div>
|
||
<ul id="quarto-sidebar-section-4" class="collapse list-unstyled sidebar-section depth3 ">
|
||
<li class="sidebar-item">
|
||
<div class="sidebar-item-container">
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||
<a href="./docs/models/magistral.html" class="sidebar-item-text sidebar-link">
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||
<span class="menu-text">Magistral</span></a>
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||
</div>
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||
</li>
|
||
<li class="sidebar-item">
|
||
<div class="sidebar-item-container">
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||
<a href="./docs/models/magistral/think.html" class="sidebar-item-text sidebar-link">
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||
<span class="menu-text">Magistral Thinking</span></a>
|
||
</div>
|
||
</li>
|
||
<li class="sidebar-item">
|
||
<div class="sidebar-item-container">
|
||
<a href="./docs/models/magistral/vision.html" class="sidebar-item-text sidebar-link">
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||
<span class="menu-text">Magistral Vision</span></a>
|
||
</div>
|
||
</li>
|
||
</ul>
|
||
</li>
|
||
<li class="sidebar-item">
|
||
<div class="sidebar-item-container">
|
||
<a href="./docs/models/ministral.html" class="sidebar-item-text sidebar-link">
|
||
<span class="menu-text">Ministral</span></a>
|
||
</div>
|
||
</li>
|
||
<li class="sidebar-item">
|
||
<div class="sidebar-item-container">
|
||
<a href="./docs/models/mistral-small.html" class="sidebar-item-text sidebar-link">
|
||
<span class="menu-text">Mistral Small 3.1/3.2</span></a>
|
||
</div>
|
||
</li>
|
||
<li class="sidebar-item">
|
||
<div class="sidebar-item-container">
|
||
<a href="./docs/models/voxtral.html" class="sidebar-item-text sidebar-link">
|
||
<span class="menu-text">Voxtral</span></a>
|
||
</div>
|
||
</li>
|
||
<li class="sidebar-item">
|
||
<div class="sidebar-item-container">
|
||
<a href="./docs/models/devstral.html" class="sidebar-item-text sidebar-link">
|
||
<span class="menu-text">Devstral</span></a>
|
||
</div>
|
||
</li>
|
||
<li class="sidebar-item">
|
||
<div class="sidebar-item-container">
|
||
<a href="./docs/models/mistral.html" class="sidebar-item-text sidebar-link">
|
||
<span class="menu-text">Mistral 7B</span></a>
|
||
</div>
|
||
</li>
|
||
<li class="sidebar-item">
|
||
<div class="sidebar-item-container">
|
||
<a href="./docs/models/llama-4.html" class="sidebar-item-text sidebar-link">
|
||
<span class="menu-text">Llama 4</span></a>
|
||
</div>
|
||
</li>
|
||
<li class="sidebar-item">
|
||
<div class="sidebar-item-container">
|
||
<a href="./docs/models/llama-2.html" class="sidebar-item-text sidebar-link">
|
||
<span class="menu-text">Llama 2</span></a>
|
||
</div>
|
||
</li>
|
||
<li class="sidebar-item">
|
||
<div class="sidebar-item-container">
|
||
<a href="./docs/models/qwen3-next.html" class="sidebar-item-text sidebar-link">
|
||
<span class="menu-text">Qwen 3 Next</span></a>
|
||
</div>
|
||
</li>
|
||
<li class="sidebar-item">
|
||
<div class="sidebar-item-container">
|
||
<a href="./docs/models/qwen3.html" class="sidebar-item-text sidebar-link">
|
||
<span class="menu-text">Qwen 3</span></a>
|
||
</div>
|
||
</li>
|
||
<li class="sidebar-item">
|
||
<div class="sidebar-item-container">
|
||
<a href="./docs/models/gemma3n.html" class="sidebar-item-text sidebar-link">
|
||
<span class="menu-text">Gemma 3n</span></a>
|
||
</div>
|
||
</li>
|
||
<li class="sidebar-item">
|
||
<div class="sidebar-item-container">
|
||
<a href="./docs/models/apertus.html" class="sidebar-item-text sidebar-link">
|
||
<span class="menu-text">Apertus</span></a>
|
||
</div>
|
||
</li>
|
||
<li class="sidebar-item">
|
||
<div class="sidebar-item-container">
|
||
<a href="./docs/models/gpt-oss.html" class="sidebar-item-text sidebar-link">
|
||
<span class="menu-text">GPT-OSS</span></a>
|
||
</div>
|
||
</li>
|
||
<li class="sidebar-item">
|
||
<div class="sidebar-item-container">
|
||
<a href="./docs/models/seed-oss.html" class="sidebar-item-text sidebar-link">
|
||
<span class="menu-text">Seed-OSS</span></a>
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<li><a href="#quick-start---llm-fine-tuning-in-minutes" id="toc-quick-start---llm-fine-tuning-in-minutes" class="nav-link" data-scroll-target="#quick-start---llm-fine-tuning-in-minutes">🚀 Quick Start - LLM Fine-tuning in Minutes</a>
|
||
<ul class="collapse">
|
||
<li><a href="#google-colab" id="toc-google-colab" class="nav-link" data-scroll-target="#google-colab">Google Colab</a></li>
|
||
<li><a href="#installation" id="toc-installation" class="nav-link" data-scroll-target="#installation">Installation</a></li>
|
||
<li><a href="#your-first-fine-tune" id="toc-your-first-fine-tune" class="nav-link" data-scroll-target="#your-first-fine-tune">Your First Fine-tune</a></li>
|
||
</ul></li>
|
||
<li><a href="#documentation" id="toc-documentation" class="nav-link" data-scroll-target="#documentation">📚 Documentation</a></li>
|
||
<li><a href="#ai-agent-support" id="toc-ai-agent-support" class="nav-link" data-scroll-target="#ai-agent-support">AI Agent Support</a></li>
|
||
<li><a href="#getting-help" id="toc-getting-help" class="nav-link" data-scroll-target="#getting-help">🤝 Getting Help</a></li>
|
||
<li><a href="#contributing" id="toc-contributing" class="nav-link" data-scroll-target="#contributing">🌟 Contributing</a></li>
|
||
<li><a href="#telemetry" id="toc-telemetry" class="nav-link" data-scroll-target="#telemetry">📈 Telemetry</a></li>
|
||
<li><a href="#sponsors" id="toc-sponsors" class="nav-link" data-scroll-target="#sponsors">❤️ Sponsors</a></li>
|
||
<li><a href="#citing-axolotl" id="toc-citing-axolotl" class="nav-link" data-scroll-target="#citing-axolotl">📝 Citing Axolotl</a></li>
|
||
<li><a href="#license" id="toc-license" class="nav-link" data-scroll-target="#license">📜 License</a></li>
|
||
</ul>
|
||
</nav>
|
||
</div>
|
||
<!-- main -->
|
||
<main class="content" id="quarto-document-content"><header id="title-block-header" class="quarto-title-block"></header>
|
||
|
||
|
||
|
||
|
||
<p align="center">
|
||
<picture>
|
||
<source media="(prefers-color-scheme: dark)" srcset="https://raw.githubusercontent.com/axolotl-ai-cloud/axolotl/887513285d98132142bf5db2a74eb5e0928787f1/image/axolotl_logo_digital_white.svg">
|
||
<source media="(prefers-color-scheme: light)" srcset="https://raw.githubusercontent.com/axolotl-ai-cloud/axolotl/887513285d98132142bf5db2a74eb5e0928787f1/image/axolotl_logo_digital_black.svg">
|
||
<img alt="Axolotl" src="https://raw.githubusercontent.com/axolotl-ai-cloud/axolotl/887513285d98132142bf5db2a74eb5e0928787f1/image/axolotl_logo_digital_black.svg" width="400" height="104" style="max-width: 100%;">
|
||
</picture>
|
||
</p>
|
||
<p align="center">
|
||
<strong>A Free and Open Source LLM Fine-tuning Framework</strong><br>
|
||
</p>
|
||
<p align="center">
|
||
<img src="https://img.shields.io/github/license/axolotl-ai-cloud/axolotl.svg?color=blue" alt="GitHub License">
|
||
<img src="https://github.com/axolotl-ai-cloud/axolotl/actions/workflows/tests.yml/badge.svg" alt="tests">
|
||
<a href="https://codecov.io/gh/axolotl-ai-cloud/axolotl"><img src="https://codecov.io/gh/axolotl-ai-cloud/axolotl/branch/main/graph/badge.svg" alt="codecov"></a>
|
||
<a href="https://github.com/axolotl-ai-cloud/axolotl/releases"><img src="https://img.shields.io/github/release/axolotl-ai-cloud/axolotl.svg" alt="Releases"></a>
|
||
<br>
|
||
<a href="https://github.com/axolotl-ai-cloud/axolotl/graphs/contributors"><img src="https://img.shields.io/github/contributors-anon/axolotl-ai-cloud/axolotl?color=yellow&style=flat-square" alt="contributors" style="height: 20px;"></a>
|
||
<img src="https://img.shields.io/github/stars/axolotl-ai-cloud/axolotl" alt="GitHub Repo stars">
|
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<br>
|
||
<a href="https://discord.com/invite/HhrNrHJPRb"><img src="https://img.shields.io/badge/discord-7289da.svg?style=flat-square&logo=discord" alt="discord" style="height: 20px;"></a>
|
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<a href="https://twitter.com/axolotl_ai"><img src="https://img.shields.io/twitter/follow/axolotl_ai?style=social" alt="twitter" style="height: 20px;"></a>
|
||
<a href="https://colab.research.google.com/github/axolotl-ai-cloud/axolotl/blob/main/examples/colab-notebooks/colab-axolotl-example.ipynb"><img src="https://colab.research.google.com/assets/colab-badge.svg" alt="google-colab" style="height: 20px;"></a>
|
||
<br>
|
||
<img src="https://github.com/axolotl-ai-cloud/axolotl/actions/workflows/tests-nightly.yml/badge.svg" alt="tests-nightly">
|
||
<img src="https://github.com/axolotl-ai-cloud/axolotl/actions/workflows/multi-gpu-e2e.yml/badge.svg" alt="multigpu-semi-weekly tests">
|
||
</p>
|
||
<section id="latest-updates" class="level2">
|
||
<h2 class="anchored" data-anchor-id="latest-updates">🎉 Latest Updates</h2>
|
||
<ul>
|
||
<li>2026/03:
|
||
<ul>
|
||
<li>New model support has been added in Axolotl for <a href="https://github.com/axolotl-ai-cloud/axolotl/tree/main/examples/mistral4">Mistral Small 4</a>, <a href="https://github.com/axolotl-ai-cloud/axolotl/tree/main/examples/qwen3.5">Qwen3.5, Qwen3.5 MoE</a>, <a href="https://github.com/axolotl-ai-cloud/axolotl/tree/main/examples/glm47-flash">GLM-4.7-Flash</a>, <a href="https://github.com/axolotl-ai-cloud/axolotl/tree/main/examples/glm46v">GLM-4.6V</a>, and <a href="https://github.com/axolotl-ai-cloud/axolotl/tree/main/examples/glm45">GLM-4.5-Air</a>.</li>
|
||
<li><a href="https://docs.axolotl.ai/docs/expert_quantization.html">MoE expert quantization</a> support (via <code>quantize_moe_experts: true</code>) greatly reduces VRAM when training MoE models (FSDP2 compat).</li>
|
||
</ul></li>
|
||
<li>2026/02:
|
||
<ul>
|
||
<li><a href="https://github.com/axolotl-ai-cloud/axolotl/pull/3410">ScatterMoE LoRA</a> support. LoRA fine-tuning directly on MoE expert weights using custom Triton kernels.</li>
|
||
<li>Axolotl now has support for <a href="https://github.com/axolotl-ai-cloud/axolotl/pull/2823">SageAttention</a> and <a href="https://github.com/axolotl-ai-cloud/axolotl/pull/3353">GDPO</a> (Generalized DPO).</li>
|
||
</ul></li>
|
||
<li>2026/01:
|
||
<ul>
|
||
<li>New integration for <a href="https://github.com/axolotl-ai-cloud/axolotl/pull/3366">EAFT</a> (Entropy-Aware Focal Training), weights loss by entropy of the top-k logit distribution, and <a href="https://github.com/axolotl-ai-cloud/axolotl/pull/3338">Scalable Softmax</a>, improves long context in attention.</li>
|
||
</ul></li>
|
||
<li>2025/12:
|
||
<ul>
|
||
<li>Axolotl now includes support for <a href="https://docs.axolotl.ai/docs/models/kimi-linear.html">Kimi-Linear</a>, <a href="https://docs.axolotl.ai/docs/models/plano.html">Plano-Orchestrator</a>, <a href="https://docs.axolotl.ai/docs/models/mimo.html">MiMo</a>, <a href="https://docs.axolotl.ai/docs/models/internvl3_5.html">InternVL 3.5</a>, <a href="https://docs.axolotl.ai/docs/models/olmo3.html">Olmo3</a>, <a href="https://docs.axolotl.ai/docs/models/trinity.html">Trinity</a>, and <a href="https://docs.axolotl.ai/docs/models/ministral3.html">Ministral3</a>.</li>
|
||
<li><a href="https://github.com/axolotl-ai-cloud/axolotl/pull/3264">Distributed Muon Optimizer</a> support has been added for FSDP2 pretraining.</li>
|
||
</ul></li>
|
||
<li>2025/10: New model support has been added in Axolotl for: <a href="https://docs.axolotl.ai/docs/models/qwen3-next.html">Qwen3 Next</a>, <a href="https://github.com/axolotl-ai-cloud/axolotl/tree/main/examples/qwen2_5-vl">Qwen2.5-vl, Qwen3-vl</a>, <a href="https://docs.axolotl.ai/docs/models/qwen3.html">Qwen3, Qwen3MoE</a>, <a href="https://docs.axolotl.ai/docs/models/granite4.html">Granite 4</a>, <a href="https://docs.axolotl.ai/docs/models/hunyuan.html">HunYuan</a>, <a href="https://docs.axolotl.ai/docs/models/magistral/vision.html">Magistral 2509</a>, <a href="https://docs.axolotl.ai/docs/models/apertus.html">Apertus</a>, and <a href="https://docs.axolotl.ai/docs/models/seed-oss.html">Seed-OSS</a>.</li>
|
||
</ul>
|
||
<details>
|
||
<summary>
|
||
Expand older updates
|
||
</summary>
|
||
<ul>
|
||
<li>2025/09: Axolotl now has text diffusion training. Read more <a href="https://github.com/axolotl-ai-cloud/axolotl/tree/main/src/axolotl/integrations/diffusion">here</a>.</li>
|
||
<li>2025/08: QAT has been updated to include NVFP4 support. See <a href="https://github.com/axolotl-ai-cloud/axolotl/pull/3107">PR</a>.</li>
|
||
<li>2025/07:
|
||
<ul>
|
||
<li>ND Parallelism support has been added into Axolotl. Compose Context Parallelism (CP), Tensor Parallelism (TP), and Fully Sharded Data Parallelism (FSDP) within a single node and across multiple nodes. Check out the <a href="https://huggingface.co/blog/accelerate-nd-parallel">blog post</a> for more info.</li>
|
||
<li>Axolotl adds more models: <a href="https://docs.axolotl.ai/docs/models/gpt-oss.html">GPT-OSS</a>, <a href="https://docs.axolotl.ai/docs/models/gemma3n.html">Gemma 3n</a>, <a href="https://docs.axolotl.ai/docs/models/LiquidAI.html">Liquid Foundation Model 2 (LFM2)</a>, and <a href="https://docs.axolotl.ai/docs/models/arcee.html">Arcee Foundation Models (AFM)</a>.</li>
|
||
<li>FP8 finetuning with fp8 gather op is now possible in Axolotl via <code>torchao</code>. Get started <a href="https://docs.axolotl.ai/docs/mixed_precision.html#sec-fp8">here</a>!</li>
|
||
<li><a href="https://docs.axolotl.ai/docs/models/voxtral.html">Voxtral</a>, <a href="https://docs.axolotl.ai/docs/models/magistral.html">Magistral 1.1</a>, and <a href="https://docs.axolotl.ai/docs/models/devstral.html">Devstral</a> with mistral-common tokenizer support has been integrated in Axolotl!</li>
|
||
<li>TiledMLP support for single-GPU to multi-GPU training with DDP, DeepSpeed and FSDP support has been added to support Arctic Long Sequence Training. (ALST). See <a href="https://github.com/axolotl-ai-cloud/axolotl/tree/main/examples/alst">examples</a> for using ALST with Axolotl!</li>
|
||
</ul></li>
|
||
<li>2025/06: Magistral with mistral-common tokenizer support has been added to Axolotl. See <a href="https://docs.axolotl.ai/docs/models/magistral.html">docs</a> to start training your own Magistral models with Axolotl!</li>
|
||
<li>2025/05: Quantization Aware Training (QAT) support has been added to Axolotl. Explore the <a href="https://docs.axolotl.ai/docs/qat.html">docs</a> to learn more!</li>
|
||
<li>2025/04: Llama 4 support has been added in Axolotl. See <a href="https://docs.axolotl.ai/docs/models/llama-4.html">docs</a> to start training your own Llama 4 models with Axolotl’s linearized version!</li>
|
||
<li>2025/03: Axolotl has implemented Sequence Parallelism (SP) support. Read the <a href="https://huggingface.co/blog/axolotl-ai-co/long-context-with-sequence-parallelism-in-axolotl">blog</a> and <a href="https://docs.axolotl.ai/docs/sequence_parallelism.html">docs</a> to learn how to scale your context length when fine-tuning.</li>
|
||
<li>2025/03: (Beta) Fine-tuning Multimodal models is now supported in Axolotl. Check out the <a href="https://docs.axolotl.ai/docs/multimodal.html">docs</a> to fine-tune your own!</li>
|
||
<li>2025/02: Axolotl has added LoRA optimizations to reduce memory usage and improve training speed for LoRA and QLoRA in single GPU and multi-GPU training (DDP and DeepSpeed). Jump into the <a href="https://docs.axolotl.ai/docs/lora_optims.html">docs</a> to give it a try.</li>
|
||
<li>2025/02: Axolotl has added GRPO support. Dive into our <a href="https://huggingface.co/blog/axolotl-ai-co/training-llms-w-interpreter-feedback-wasm">blog</a> and <a href="https://github.com/axolotl-ai-cloud/grpo_code">GRPO example</a> and have some fun!</li>
|
||
<li>2025/01: Axolotl has added Reward Modelling / Process Reward Modelling fine-tuning support. See <a href="https://docs.axolotl.ai/docs/reward_modelling.html">docs</a>.</li>
|
||
</ul>
|
||
</details>
|
||
</section>
|
||
<section id="overview" class="level2">
|
||
<h2 class="anchored" data-anchor-id="overview">✨ Overview</h2>
|
||
<p>Axolotl is a free and open-source tool designed to streamline post-training and fine-tuning for the latest large language models (LLMs).</p>
|
||
<p>Features:</p>
|
||
<ul>
|
||
<li><strong>Multiple Model Support</strong>: Train various models like GPT-OSS, LLaMA, Mistral, Mixtral, Pythia, and many more models available on the Hugging Face Hub.</li>
|
||
<li><strong>Multimodal Training</strong>: Fine-tune vision-language models (VLMs) including LLaMA-Vision, Qwen2-VL, Pixtral, LLaVA, SmolVLM2, GLM-4.6V, InternVL 3.5, Gemma 3n, and audio models like Voxtral with image, video, and audio support.</li>
|
||
<li><strong>Training Methods</strong>: Full fine-tuning, LoRA, QLoRA, GPTQ, QAT, Preference Tuning (DPO, IPO, KTO, ORPO), RL (GRPO, GDPO), and Reward Modelling (RM) / Process Reward Modelling (PRM).</li>
|
||
<li><strong>Easy Configuration</strong>: Re-use a single YAML configuration file across the full fine-tuning pipeline: dataset preprocessing, training, evaluation, quantization, and inference.</li>
|
||
<li><strong>Performance Optimizations</strong>: <a href="https://docs.axolotl.ai/docs/multipack.html">Multipacking</a>, <a href="https://docs.axolotl.ai/docs/attention.html#flash-attention">Flash Attention 2/3/4</a>, <a href="https://docs.axolotl.ai/docs/attention.html#xformers">Xformers</a>, <a href="https://docs.axolotl.ai/docs/attention.html#flex-attention">Flex Attention</a>, <a href="https://docs.axolotl.ai/docs/attention.html#sageattention">SageAttention</a>, <a href="https://docs.axolotl.ai/docs/custom_integrations.html#liger-kernels">Liger Kernel</a>, <a href="https://docs.axolotl.ai/docs/custom_integrations.html#cut-cross-entropy">Cut Cross Entropy</a>, <a href="https://docs.axolotl.ai/docs/custom_integrations.html#kernels-integration">ScatterMoE</a>, <a href="https://docs.axolotl.ai/docs/sequence_parallelism.html">Sequence Parallelism (SP)</a>, <a href="https://docs.axolotl.ai/docs/lora_optims.html">LoRA optimizations</a>, <a href="https://docs.axolotl.ai/docs/multi-gpu.html">Multi-GPU training (FSDP1, FSDP2, DeepSpeed)</a>, <a href="https://docs.axolotl.ai/docs/multi-node.html">Multi-node training (Torchrun, Ray)</a>, and many more!</li>
|
||
<li><strong>Flexible Dataset Handling</strong>: Load from local, HuggingFace, and cloud (S3, Azure, GCP, OCI) datasets.</li>
|
||
<li><strong>Cloud Ready</strong>: We ship <a href="https://hub.docker.com/u/axolotlai">Docker images</a> and also <a href="https://pypi.org/project/axolotl/">PyPI packages</a> for use on cloud platforms and local hardware.</li>
|
||
</ul>
|
||
</section>
|
||
<section id="quick-start---llm-fine-tuning-in-minutes" class="level2">
|
||
<h2 class="anchored" data-anchor-id="quick-start---llm-fine-tuning-in-minutes">🚀 Quick Start - LLM Fine-tuning in Minutes</h2>
|
||
<p><strong>Requirements</strong>:</p>
|
||
<ul>
|
||
<li>NVIDIA GPU (Ampere or newer for <code>bf16</code> and Flash Attention) or AMD GPU</li>
|
||
<li>Python >=3.11 (3.12 recommended)</li>
|
||
<li>PyTorch ≥2.9.1</li>
|
||
</ul>
|
||
<section id="google-colab" class="level3">
|
||
<h3 class="anchored" data-anchor-id="google-colab">Google Colab</h3>
|
||
<div class="quarto-figure quarto-figure-center">
|
||
<figure class="figure">
|
||
<p><a href="https://colab.research.google.com/github/axolotl-ai-cloud/axolotl/blob/main/examples/colab-notebooks/colab-axolotl-example.ipynb#scrollTo=msOCO4NRmRLa"><img src="https://colab.research.google.com/assets/colab-badge.svg" class="img-fluid figure-img"></a></p>
|
||
<figcaption>Open In Colab</figcaption>
|
||
</figure>
|
||
</div>
|
||
</section>
|
||
<section id="installation" class="level3">
|
||
<h3 class="anchored" data-anchor-id="installation">Installation</h3>
|
||
<div class="code-copy-outer-scaffold"><div class="sourceCode" id="cb1"><pre class="sourceCode bash code-with-copy"><code class="sourceCode bash"><span id="cb1-1"><a href="#cb1-1" aria-hidden="true" tabindex="-1"></a><span class="co"># install uv if you don't already have it installed (restart shell after)</span></span>
|
||
<span id="cb1-2"><a href="#cb1-2" aria-hidden="true" tabindex="-1"></a><span class="ex">curl</span> <span class="at">-LsSf</span> https://astral.sh/uv/install.sh <span class="kw">|</span> <span class="fu">sh</span></span>
|
||
<span id="cb1-3"><a href="#cb1-3" aria-hidden="true" tabindex="-1"></a></span>
|
||
<span id="cb1-4"><a href="#cb1-4" aria-hidden="true" tabindex="-1"></a><span class="co"># change depending on system</span></span>
|
||
<span id="cb1-5"><a href="#cb1-5" aria-hidden="true" tabindex="-1"></a><span class="bu">export</span> <span class="va">UV_TORCH_BACKEND</span><span class="op">=</span>cu128</span>
|
||
<span id="cb1-6"><a href="#cb1-6" aria-hidden="true" tabindex="-1"></a></span>
|
||
<span id="cb1-7"><a href="#cb1-7" aria-hidden="true" tabindex="-1"></a><span class="co"># create a new virtual environment</span></span>
|
||
<span id="cb1-8"><a href="#cb1-8" aria-hidden="true" tabindex="-1"></a><span class="ex">uv</span> venv <span class="at">--python</span> 3.12</span>
|
||
<span id="cb1-9"><a href="#cb1-9" aria-hidden="true" tabindex="-1"></a><span class="bu">source</span> .venv/bin/activate</span>
|
||
<span id="cb1-10"><a href="#cb1-10" aria-hidden="true" tabindex="-1"></a></span>
|
||
<span id="cb1-11"><a href="#cb1-11" aria-hidden="true" tabindex="-1"></a><span class="ex">uv</span> pip install torch==2.10.0 torchvision</span>
|
||
<span id="cb1-12"><a href="#cb1-12" aria-hidden="true" tabindex="-1"></a><span class="ex">uv</span> pip install <span class="at">--no-build-isolation</span> axolotl<span class="pp">[</span><span class="ss">deepspeed</span><span class="pp">]</span></span>
|
||
<span id="cb1-13"><a href="#cb1-13" aria-hidden="true" tabindex="-1"></a></span>
|
||
<span id="cb1-14"><a href="#cb1-14" aria-hidden="true" tabindex="-1"></a><span class="co"># Download example axolotl configs, deepspeed configs</span></span>
|
||
<span id="cb1-15"><a href="#cb1-15" aria-hidden="true" tabindex="-1"></a><span class="ex">axolotl</span> fetch examples</span>
|
||
<span id="cb1-16"><a href="#cb1-16" aria-hidden="true" tabindex="-1"></a><span class="ex">axolotl</span> fetch deepspeed_configs <span class="co"># OPTIONAL</span></span></code></pre></div><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></div>
|
||
<section id="using-docker" class="level4">
|
||
<h4 class="anchored" data-anchor-id="using-docker">Using Docker</h4>
|
||
<p>Installing with Docker can be less error prone than installing in your own environment.</p>
|
||
<div class="code-copy-outer-scaffold"><div class="sourceCode" id="cb2"><pre class="sourceCode bash code-with-copy"><code class="sourceCode bash"><span id="cb2-1"><a href="#cb2-1" aria-hidden="true" tabindex="-1"></a><span class="ex">docker</span> run <span class="at">--gpus</span> <span class="st">'"all"'</span> <span class="at">--ipc</span><span class="op">=</span>host <span class="at">--rm</span> <span class="at">-it</span> axolotlai/axolotl:main-latest</span></code></pre></div><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></div>
|
||
<p>Other installation approaches are described <a href="https://docs.axolotl.ai/docs/installation.html">here</a>.</p>
|
||
</section>
|
||
<section id="cloud-providers" class="level4">
|
||
<h4 class="anchored" data-anchor-id="cloud-providers">Cloud Providers</h4>
|
||
<details>
|
||
<ul>
|
||
<li><a href="https://runpod.io/gsc?template=v2ickqhz9s&ref=6i7fkpdz">RunPod</a></li>
|
||
<li><a href="https://cloud.vast.ai?ref_id=62897&template_id=bdd4a49fa8bce926defc99471864cace&utm_source=github&utm_medium=developer_community&utm_campaign=template_launch_axolotl&utm_content=readme">Vast.ai</a></li>
|
||
<li><a href="https://app.primeintellect.ai/dashboard/create-cluster?image=axolotl&location=Cheapest&security=Cheapest&show_spot=true">PRIME Intellect</a></li>
|
||
<li><a href="https://www.modal.com?utm_source=github&utm_medium=github&utm_campaign=axolotl">Modal</a></li>
|
||
<li><a href="https://novita.ai/gpus-console?templateId=311">Novita</a></li>
|
||
<li><a href="https://jarvislabs.ai/templates/axolotl">JarvisLabs.ai</a></li>
|
||
<li><a href="https://latitude.sh/blueprint/989e0e79-3bf6-41ea-a46b-1f246e309d5c">Latitude.sh</a></li>
|
||
</ul>
|
||
</details>
|
||
</section>
|
||
</section>
|
||
<section id="your-first-fine-tune" class="level3">
|
||
<h3 class="anchored" data-anchor-id="your-first-fine-tune">Your First Fine-tune</h3>
|
||
<div class="code-copy-outer-scaffold"><div class="sourceCode" id="cb3"><pre class="sourceCode bash code-with-copy"><code class="sourceCode bash"><span id="cb3-1"><a href="#cb3-1" aria-hidden="true" tabindex="-1"></a><span class="co"># Fetch axolotl examples</span></span>
|
||
<span id="cb3-2"><a href="#cb3-2" aria-hidden="true" tabindex="-1"></a><span class="ex">axolotl</span> fetch examples</span>
|
||
<span id="cb3-3"><a href="#cb3-3" aria-hidden="true" tabindex="-1"></a></span>
|
||
<span id="cb3-4"><a href="#cb3-4" aria-hidden="true" tabindex="-1"></a><span class="co"># Or, specify a custom path</span></span>
|
||
<span id="cb3-5"><a href="#cb3-5" aria-hidden="true" tabindex="-1"></a><span class="ex">axolotl</span> fetch examples <span class="at">--dest</span> path/to/folder</span>
|
||
<span id="cb3-6"><a href="#cb3-6" aria-hidden="true" tabindex="-1"></a></span>
|
||
<span id="cb3-7"><a href="#cb3-7" aria-hidden="true" tabindex="-1"></a><span class="co"># Train a model using LoRA</span></span>
|
||
<span id="cb3-8"><a href="#cb3-8" aria-hidden="true" tabindex="-1"></a><span class="ex">axolotl</span> train examples/llama-3/lora-1b.yml</span></code></pre></div><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></div>
|
||
<p>That’s it! Check out our <a href="https://docs.axolotl.ai/docs/getting-started.html">Getting Started Guide</a> for a more detailed walkthrough.</p>
|
||
</section>
|
||
</section>
|
||
<section id="documentation" class="level2">
|
||
<h2 class="anchored" data-anchor-id="documentation">📚 Documentation</h2>
|
||
<ul>
|
||
<li><a href="https://docs.axolotl.ai/docs/installation.html">Installation Options</a> - Detailed setup instructions for different environments</li>
|
||
<li><a href="https://docs.axolotl.ai/docs/config-reference.html">Configuration Guide</a> - Full configuration options and examples</li>
|
||
<li><a href="https://docs.axolotl.ai/docs/dataset_loading.html">Dataset Loading</a> - Loading datasets from various sources</li>
|
||
<li><a href="https://docs.axolotl.ai/docs/dataset-formats/">Dataset Guide</a> - Supported formats and how to use them</li>
|
||
<li><a href="https://docs.axolotl.ai/docs/multi-gpu.html">Multi-GPU Training</a></li>
|
||
<li><a href="https://docs.axolotl.ai/docs/multi-node.html">Multi-Node Training</a></li>
|
||
<li><a href="https://docs.axolotl.ai/docs/multipack.html">Multipacking</a></li>
|
||
<li><a href="https://docs.axolotl.ai/docs/api/">API Reference</a> - Auto-generated code documentation</li>
|
||
<li><a href="https://docs.axolotl.ai/docs/faq.html">FAQ</a> - Frequently asked questions</li>
|
||
</ul>
|
||
</section>
|
||
<section id="ai-agent-support" class="level2">
|
||
<h2 class="anchored" data-anchor-id="ai-agent-support">AI Agent Support</h2>
|
||
<p>Axolotl ships with built-in documentation optimized for AI coding agents (Claude Code, Cursor, Copilot, etc.). These docs are bundled with the pip package — no repo clone needed.</p>
|
||
<div class="code-copy-outer-scaffold"><div class="sourceCode" id="cb4"><pre class="sourceCode bash code-with-copy"><code class="sourceCode bash"><span id="cb4-1"><a href="#cb4-1" aria-hidden="true" tabindex="-1"></a><span class="co"># Show overview and available training methods</span></span>
|
||
<span id="cb4-2"><a href="#cb4-2" aria-hidden="true" tabindex="-1"></a><span class="ex">axolotl</span> agent-docs</span>
|
||
<span id="cb4-3"><a href="#cb4-3" aria-hidden="true" tabindex="-1"></a></span>
|
||
<span id="cb4-4"><a href="#cb4-4" aria-hidden="true" tabindex="-1"></a><span class="co"># Topic-specific references</span></span>
|
||
<span id="cb4-5"><a href="#cb4-5" aria-hidden="true" tabindex="-1"></a><span class="ex">axolotl</span> agent-docs sft <span class="co"># supervised fine-tuning</span></span>
|
||
<span id="cb4-6"><a href="#cb4-6" aria-hidden="true" tabindex="-1"></a><span class="ex">axolotl</span> agent-docs grpo <span class="co"># GRPO online RL</span></span>
|
||
<span id="cb4-7"><a href="#cb4-7" aria-hidden="true" tabindex="-1"></a><span class="ex">axolotl</span> agent-docs preference_tuning <span class="co"># DPO, KTO, ORPO, SimPO</span></span>
|
||
<span id="cb4-8"><a href="#cb4-8" aria-hidden="true" tabindex="-1"></a><span class="ex">axolotl</span> agent-docs reward_modelling <span class="co"># outcome and process reward models</span></span>
|
||
<span id="cb4-9"><a href="#cb4-9" aria-hidden="true" tabindex="-1"></a><span class="ex">axolotl</span> agent-docs pretraining <span class="co"># continual pretraining</span></span>
|
||
<span id="cb4-10"><a href="#cb4-10" aria-hidden="true" tabindex="-1"></a><span class="ex">axolotl</span> agent-docs <span class="at">--list</span> <span class="co"># list all topics</span></span>
|
||
<span id="cb4-11"><a href="#cb4-11" aria-hidden="true" tabindex="-1"></a></span>
|
||
<span id="cb4-12"><a href="#cb4-12" aria-hidden="true" tabindex="-1"></a><span class="co"># Dump config schema for programmatic use</span></span>
|
||
<span id="cb4-13"><a href="#cb4-13" aria-hidden="true" tabindex="-1"></a><span class="ex">axolotl</span> config-schema</span>
|
||
<span id="cb4-14"><a href="#cb4-14" aria-hidden="true" tabindex="-1"></a><span class="ex">axolotl</span> config-schema <span class="at">--field</span> adapter</span></code></pre></div><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></div>
|
||
<p>If you’re working with the source repo, agent docs are also available at <code>docs/agents/</code> and the project overview is in <code>AGENTS.md</code>.</p>
|
||
</section>
|
||
<section id="getting-help" class="level2">
|
||
<h2 class="anchored" data-anchor-id="getting-help">🤝 Getting Help</h2>
|
||
<ul>
|
||
<li>Join our <a href="https://discord.gg/HhrNrHJPRb">Discord community</a> for support</li>
|
||
<li>Check out our <a href="https://github.com/axolotl-ai-cloud/axolotl/tree/main/examples/">Examples</a> directory</li>
|
||
<li>Read our <a href="https://docs.axolotl.ai/docs/debugging.html">Debugging Guide</a></li>
|
||
<li>Need dedicated support? Please contact <a href="mailto:wing@axolotl.ai">✉️wing@axolotl.ai</a> for options</li>
|
||
</ul>
|
||
</section>
|
||
<section id="contributing" class="level2">
|
||
<h2 class="anchored" data-anchor-id="contributing">🌟 Contributing</h2>
|
||
<p>Contributions are welcome! Please see our <a href="https://github.com/axolotl-ai-cloud/axolotl/blob/main/.github/CONTRIBUTING.md">Contributing Guide</a> for details.</p>
|
||
</section>
|
||
<section id="telemetry" class="level2">
|
||
<h2 class="anchored" data-anchor-id="telemetry">📈 Telemetry</h2>
|
||
<p>Axolotl has opt-out telemetry that helps us understand how the project is being used
|
||
and prioritize improvements. We collect basic system information, model types, and
|
||
error rates—never personal data or file paths. Telemetry is enabled by default. To
|
||
disable it, set AXOLOTL_DO_NOT_TRACK=1. For more details, see our <a href="https://docs.axolotl.ai/docs/telemetry.html">telemetry documentation</a>.</p>
|
||
</section>
|
||
<section id="sponsors" class="level2">
|
||
<h2 class="anchored" data-anchor-id="sponsors">❤️ Sponsors</h2>
|
||
<p>Interested in sponsoring? Contact us at <a href="mailto:wing@axolotl.ai">wing@axolotl.ai</a></p>
|
||
</section>
|
||
<section id="citing-axolotl" class="level2">
|
||
<h2 class="anchored" data-anchor-id="citing-axolotl">📝 Citing Axolotl</h2>
|
||
<p>If you use Axolotl in your research or projects, please cite it as follows:</p>
|
||
<div class="code-copy-outer-scaffold"><div class="sourceCode" id="cb5"><pre class="sourceCode bibtex code-with-copy"><code class="sourceCode bibtex"><span id="cb5-1"><a href="#cb5-1" aria-hidden="true" tabindex="-1"></a><span class="co">@software{axolotl,</span></span>
|
||
<span id="cb5-2"><a href="#cb5-2" aria-hidden="true" tabindex="-1"></a><span class="co"> title = {Axolotl: Open Source LLM Post-Training},</span></span>
|
||
<span id="cb5-3"><a href="#cb5-3" aria-hidden="true" tabindex="-1"></a><span class="co"> author = {{Axolotl maintainers and contributors}},</span></span>
|
||
<span id="cb5-4"><a href="#cb5-4" aria-hidden="true" tabindex="-1"></a><span class="co"> url = {https://github.com/axolotl-ai-cloud/axolotl},</span></span>
|
||
<span id="cb5-5"><a href="#cb5-5" aria-hidden="true" tabindex="-1"></a><span class="co"> license = {Apache-2.0},</span></span>
|
||
<span id="cb5-6"><a href="#cb5-6" aria-hidden="true" tabindex="-1"></a><span class="co"> year = {2023}</span></span>
|
||
<span id="cb5-7"><a href="#cb5-7" aria-hidden="true" tabindex="-1"></a><span class="co">}</span></span></code></pre></div><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></div>
|
||
</section>
|
||
<section id="license" class="level2">
|
||
<h2 class="anchored" data-anchor-id="license">📜 License</h2>
|
||
<p>This project is licensed under the Apache 2.0 License - see the <a href="LICENSE">LICENSE</a> file for details.</p>
|
||
|
||
|
||
</section>
|
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|
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let selectedAnnoteEl;
|
||
const selectorForAnnotation = ( cell, annotation) => {
|
||
let cellAttr = 'data-code-cell="' + cell + '"';
|
||
let lineAttr = 'data-code-annotation="' + annotation + '"';
|
||
const selector = 'span[' + cellAttr + '][' + lineAttr + ']';
|
||
return selector;
|
||
}
|
||
const selectCodeLines = (annoteEl) => {
|
||
const doc = window.document;
|
||
const targetCell = annoteEl.getAttribute("data-target-cell");
|
||
const targetAnnotation = annoteEl.getAttribute("data-target-annotation");
|
||
const annoteSpan = window.document.querySelector(selectorForAnnotation(targetCell, targetAnnotation));
|
||
const lines = annoteSpan.getAttribute("data-code-lines").split(",");
|
||
const lineIds = lines.map((line) => {
|
||
return targetCell + "-" + line;
|
||
})
|
||
let top = null;
|
||
let height = null;
|
||
let parent = null;
|
||
if (lineIds.length > 0) {
|
||
//compute the position of the single el (top and bottom and make a div)
|
||
const el = window.document.getElementById(lineIds[0]);
|
||
top = el.offsetTop;
|
||
height = el.offsetHeight;
|
||
parent = el.parentElement.parentElement;
|
||
if (lineIds.length > 1) {
|
||
const lastEl = window.document.getElementById(lineIds[lineIds.length - 1]);
|
||
const bottom = lastEl.offsetTop + lastEl.offsetHeight;
|
||
height = bottom - top;
|
||
}
|
||
if (top !== null && height !== null && parent !== null) {
|
||
// cook up a div (if necessary) and position it
|
||
let div = window.document.getElementById("code-annotation-line-highlight");
|
||
if (div === null) {
|
||
div = window.document.createElement("div");
|
||
div.setAttribute("id", "code-annotation-line-highlight");
|
||
div.style.position = 'absolute';
|
||
parent.appendChild(div);
|
||
}
|
||
div.style.top = top - 2 + "px";
|
||
div.style.height = height + 4 + "px";
|
||
div.style.left = 0;
|
||
let gutterDiv = window.document.getElementById("code-annotation-line-highlight-gutter");
|
||
if (gutterDiv === null) {
|
||
gutterDiv = window.document.createElement("div");
|
||
gutterDiv.setAttribute("id", "code-annotation-line-highlight-gutter");
|
||
gutterDiv.style.position = 'absolute';
|
||
const codeCell = window.document.getElementById(targetCell);
|
||
const gutter = codeCell.querySelector('.code-annotation-gutter');
|
||
gutter.appendChild(gutterDiv);
|
||
}
|
||
gutterDiv.style.top = top - 2 + "px";
|
||
gutterDiv.style.height = height + 4 + "px";
|
||
}
|
||
selectedAnnoteEl = annoteEl;
|
||
}
|
||
};
|
||
const unselectCodeLines = () => {
|
||
const elementsIds = ["code-annotation-line-highlight", "code-annotation-line-highlight-gutter"];
|
||
elementsIds.forEach((elId) => {
|
||
const div = window.document.getElementById(elId);
|
||
if (div) {
|
||
div.remove();
|
||
}
|
||
});
|
||
selectedAnnoteEl = undefined;
|
||
};
|
||
// Handle positioning of the toggle
|
||
window.addEventListener(
|
||
"resize",
|
||
throttle(() => {
|
||
elRect = undefined;
|
||
if (selectedAnnoteEl) {
|
||
selectCodeLines(selectedAnnoteEl);
|
||
}
|
||
}, 10)
|
||
);
|
||
function throttle(fn, ms) {
|
||
let throttle = false;
|
||
let timer;
|
||
return (...args) => {
|
||
if(!throttle) { // first call gets through
|
||
fn.apply(this, args);
|
||
throttle = true;
|
||
} else { // all the others get throttled
|
||
if(timer) clearTimeout(timer); // cancel #2
|
||
timer = setTimeout(() => {
|
||
fn.apply(this, args);
|
||
timer = throttle = false;
|
||
}, ms);
|
||
}
|
||
};
|
||
}
|
||
// Attach click handler to the DT
|
||
const annoteDls = window.document.querySelectorAll('dt[data-target-cell]');
|
||
for (const annoteDlNode of annoteDls) {
|
||
annoteDlNode.addEventListener('click', (event) => {
|
||
const clickedEl = event.target;
|
||
if (clickedEl !== selectedAnnoteEl) {
|
||
unselectCodeLines();
|
||
const activeEl = window.document.querySelector('dt[data-target-cell].code-annotation-active');
|
||
if (activeEl) {
|
||
activeEl.classList.remove('code-annotation-active');
|
||
}
|
||
selectCodeLines(clickedEl);
|
||
clickedEl.classList.add('code-annotation-active');
|
||
} else {
|
||
// Unselect the line
|
||
unselectCodeLines();
|
||
clickedEl.classList.remove('code-annotation-active');
|
||
}
|
||
});
|
||
}
|
||
const findCites = (el) => {
|
||
const parentEl = el.parentElement;
|
||
if (parentEl) {
|
||
const cites = parentEl.dataset.cites;
|
||
if (cites) {
|
||
return {
|
||
el,
|
||
cites: cites.split(' ')
|
||
};
|
||
} else {
|
||
return findCites(el.parentElement)
|
||
}
|
||
} else {
|
||
return undefined;
|
||
}
|
||
};
|
||
var bibliorefs = window.document.querySelectorAll('a[role="doc-biblioref"]');
|
||
for (var i=0; i<bibliorefs.length; i++) {
|
||
const ref = bibliorefs[i];
|
||
const citeInfo = findCites(ref);
|
||
if (citeInfo) {
|
||
tippyHover(citeInfo.el, function() {
|
||
var popup = window.document.createElement('div');
|
||
citeInfo.cites.forEach(function(cite) {
|
||
var citeDiv = window.document.createElement('div');
|
||
citeDiv.classList.add('hanging-indent');
|
||
citeDiv.classList.add('csl-entry');
|
||
var biblioDiv = window.document.getElementById('ref-' + cite);
|
||
if (biblioDiv) {
|
||
citeDiv.innerHTML = biblioDiv.innerHTML;
|
||
}
|
||
popup.appendChild(citeDiv);
|
||
});
|
||
return popup.innerHTML;
|
||
});
|
||
}
|
||
}
|
||
});
|
||
</script>
|
||
</div> <!-- /content -->
|
||
|
||
|
||
|
||
|
||
</body></html> |