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Quarto GHA Workflow Runner
@@ -442,6 +442,7 @@ pre > code.sourceCode > span > a:first-child::before { text-decoration: underlin
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||||
<li><a href="#usage" id="toc-usage" class="nav-link" data-scroll-target="#usage">Usage</a>
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<ul class="collapse">
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||||
<li><a href="#sec-mllama" id="toc-sec-mllama" class="nav-link" data-scroll-target="#sec-mllama">Mllama</a></li>
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||||
<li><a href="#sec-llama4" id="toc-sec-llama4" class="nav-link" data-scroll-target="#sec-llama4">Llama4</a></li>
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||||
<li><a href="#sec-pixtral" id="toc-sec-pixtral" class="nav-link" data-scroll-target="#sec-pixtral">Pixtral</a></li>
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<li><a href="#sec-llava-15" id="toc-sec-llava-15" class="nav-link" data-scroll-target="#sec-llava-15">Llava-1.5</a></li>
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<li><a href="#sec-mistral-small-31" id="toc-sec-mistral-small-31" class="nav-link" data-scroll-target="#sec-mistral-small-31">Mistral-Small-3.1</a></li>
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@@ -479,6 +480,7 @@ pre > code.sourceCode > span > a:first-child::before { text-decoration: underlin
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<h2 class="anchored" data-anchor-id="supported-models">Supported Models</h2>
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<ul>
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<li><a href="#sec-mllama">Mllama</a></li>
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<li><a href="#sec-llama4">Llama4</a></li>
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<li><a href="#sec-pixtral">Pixtral</a></li>
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||||
<li><a href="#sec-llava-15">Llava-1.5</a></li>
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||||
<li><a href="#sec-mistral-small-31">Mistral-Small-3.1</a></li>
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@@ -535,23 +537,29 @@ Warning
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<span id="cb2-2"><a href="#cb2-2" aria-hidden="true" tabindex="-1"></a></span>
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<span id="cb2-3"><a href="#cb2-3" aria-hidden="true" tabindex="-1"></a><span class="fu">chat_template</span><span class="kw">:</span><span class="at"> llama3_2_vision</span></span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
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</section>
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<section id="sec-llama4" class="level3">
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<h3 class="anchored" data-anchor-id="sec-llama4">Llama4</h3>
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||||
<div class="sourceCode" id="cb3"><pre class="sourceCode yaml code-with-copy"><code class="sourceCode yaml"><span id="cb3-1"><a href="#cb3-1" aria-hidden="true" tabindex="-1"></a><span class="fu">base_model</span><span class="kw">:</span><span class="at"> meta-llama/Llama-4-Scout-17B-16E-Instruct</span></span>
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||||
<span id="cb3-2"><a href="#cb3-2" aria-hidden="true" tabindex="-1"></a></span>
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<span id="cb3-3"><a href="#cb3-3" aria-hidden="true" tabindex="-1"></a><span class="fu">chat_template</span><span class="kw">:</span><span class="at"> llama4</span></span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
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</section>
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||||
<section id="sec-pixtral" class="level3">
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<h3 class="anchored" data-anchor-id="sec-pixtral">Pixtral</h3>
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<div class="sourceCode" id="cb3"><pre class="sourceCode yaml code-with-copy"><code class="sourceCode yaml"><span id="cb3-1"><a href="#cb3-1" aria-hidden="true" tabindex="-1"></a><span class="fu">base_model</span><span class="kw">:</span><span class="at"> mistralai/Pixtral-12B-2409</span></span>
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||||
<span id="cb3-2"><a href="#cb3-2" aria-hidden="true" tabindex="-1"></a></span>
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||||
<span id="cb3-3"><a href="#cb3-3" aria-hidden="true" tabindex="-1"></a><span class="fu">chat_template</span><span class="kw">:</span><span class="at"> pixtral</span></span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
|
||||
<div class="sourceCode" id="cb4"><pre class="sourceCode yaml code-with-copy"><code class="sourceCode yaml"><span id="cb4-1"><a href="#cb4-1" aria-hidden="true" tabindex="-1"></a><span class="fu">base_model</span><span class="kw">:</span><span class="at"> mistralai/Pixtral-12B-2409</span></span>
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||||
<span id="cb4-2"><a href="#cb4-2" aria-hidden="true" tabindex="-1"></a></span>
|
||||
<span id="cb4-3"><a href="#cb4-3" aria-hidden="true" tabindex="-1"></a><span class="fu">chat_template</span><span class="kw">:</span><span class="at"> pixtral</span></span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
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</section>
|
||||
<section id="sec-llava-15" class="level3">
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||||
<h3 class="anchored" data-anchor-id="sec-llava-15">Llava-1.5</h3>
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||||
<div class="sourceCode" id="cb4"><pre class="sourceCode yaml code-with-copy"><code class="sourceCode yaml"><span id="cb4-1"><a href="#cb4-1" aria-hidden="true" tabindex="-1"></a><span class="fu">base_model</span><span class="kw">:</span><span class="at"> llava-hf/llava-1.5-7b-hf</span></span>
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||||
<span id="cb4-2"><a href="#cb4-2" aria-hidden="true" tabindex="-1"></a></span>
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||||
<span id="cb4-3"><a href="#cb4-3" aria-hidden="true" tabindex="-1"></a><span class="fu">chat_template</span><span class="kw">:</span><span class="at"> llava</span></span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
|
||||
<div class="sourceCode" id="cb5"><pre class="sourceCode yaml code-with-copy"><code class="sourceCode yaml"><span id="cb5-1"><a href="#cb5-1" aria-hidden="true" tabindex="-1"></a><span class="fu">base_model</span><span class="kw">:</span><span class="at"> llava-hf/llava-1.5-7b-hf</span></span>
|
||||
<span id="cb5-2"><a href="#cb5-2" aria-hidden="true" tabindex="-1"></a></span>
|
||||
<span id="cb5-3"><a href="#cb5-3" aria-hidden="true" tabindex="-1"></a><span class="fu">chat_template</span><span class="kw">:</span><span class="at"> llava</span></span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
|
||||
</section>
|
||||
<section id="sec-mistral-small-31" class="level3">
|
||||
<h3 class="anchored" data-anchor-id="sec-mistral-small-31">Mistral-Small-3.1</h3>
|
||||
<div class="sourceCode" id="cb5"><pre class="sourceCode yaml code-with-copy"><code class="sourceCode yaml"><span id="cb5-1"><a href="#cb5-1" aria-hidden="true" tabindex="-1"></a><span class="fu">base_model</span><span class="kw">:</span><span class="at"> mistralai/Mistral-Small-3.1-24B-Instruct-2503</span></span>
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<span id="cb5-2"><a href="#cb5-2" aria-hidden="true" tabindex="-1"></a></span>
|
||||
<span id="cb5-3"><a href="#cb5-3" aria-hidden="true" tabindex="-1"></a><span class="fu">chat_template</span><span class="kw">:</span><span class="at"> mistral_v7_tekken</span></span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
|
||||
<div class="sourceCode" id="cb6"><pre class="sourceCode yaml code-with-copy"><code class="sourceCode yaml"><span id="cb6-1"><a href="#cb6-1" aria-hidden="true" tabindex="-1"></a><span class="fu">base_model</span><span class="kw">:</span><span class="at"> mistralai/Mistral-Small-3.1-24B-Instruct-2503</span></span>
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||||
<span id="cb6-2"><a href="#cb6-2" aria-hidden="true" tabindex="-1"></a></span>
|
||||
<span id="cb6-3"><a href="#cb6-3" aria-hidden="true" tabindex="-1"></a><span class="fu">chat_template</span><span class="kw">:</span><span class="at"> mistral_v7_tekken</span></span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
|
||||
</section>
|
||||
<section id="sec-gemma-3" class="level3">
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||||
<h3 class="anchored" data-anchor-id="sec-gemma-3">Gemma-3</h3>
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@@ -569,21 +577,21 @@ Tip
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||||
</div>
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</div>
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<p>For multi-modal 4B/12B/27B models, use the following config:</p>
|
||||
<div class="sourceCode" id="cb6"><pre class="sourceCode yaml code-with-copy"><code class="sourceCode yaml"><span id="cb6-1"><a href="#cb6-1" aria-hidden="true" tabindex="-1"></a><span class="fu">base_model</span><span class="kw">:</span><span class="at"> google/gemma-3-4b-it</span></span>
|
||||
<span id="cb6-2"><a href="#cb6-2" aria-hidden="true" tabindex="-1"></a></span>
|
||||
<span id="cb6-3"><a href="#cb6-3" aria-hidden="true" tabindex="-1"></a><span class="fu">chat_template</span><span class="kw">:</span><span class="at"> gemma3</span></span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
|
||||
<div class="sourceCode" id="cb7"><pre class="sourceCode yaml code-with-copy"><code class="sourceCode yaml"><span id="cb7-1"><a href="#cb7-1" aria-hidden="true" tabindex="-1"></a><span class="fu">base_model</span><span class="kw">:</span><span class="at"> google/gemma-3-4b-it</span></span>
|
||||
<span id="cb7-2"><a href="#cb7-2" aria-hidden="true" tabindex="-1"></a></span>
|
||||
<span id="cb7-3"><a href="#cb7-3" aria-hidden="true" tabindex="-1"></a><span class="fu">chat_template</span><span class="kw">:</span><span class="at"> gemma3</span></span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
|
||||
</section>
|
||||
<section id="sec-qwen2-vl" class="level3">
|
||||
<h3 class="anchored" data-anchor-id="sec-qwen2-vl">Qwen2-VL</h3>
|
||||
<div class="sourceCode" id="cb7"><pre class="sourceCode yaml code-with-copy"><code class="sourceCode yaml"><span id="cb7-1"><a href="#cb7-1" aria-hidden="true" tabindex="-1"></a><span class="fu">base_model</span><span class="kw">:</span><span class="at"> Qwen/Qwen2-VL-7B-Instruct</span></span>
|
||||
<span id="cb7-2"><a href="#cb7-2" aria-hidden="true" tabindex="-1"></a></span>
|
||||
<span id="cb7-3"><a href="#cb7-3" aria-hidden="true" tabindex="-1"></a><span class="fu">chat_template</span><span class="kw">:</span><span class="at"> qwen2_vl</span></span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
|
||||
<div class="sourceCode" id="cb8"><pre class="sourceCode yaml code-with-copy"><code class="sourceCode yaml"><span id="cb8-1"><a href="#cb8-1" aria-hidden="true" tabindex="-1"></a><span class="fu">base_model</span><span class="kw">:</span><span class="at"> Qwen/Qwen2-VL-7B-Instruct</span></span>
|
||||
<span id="cb8-2"><a href="#cb8-2" aria-hidden="true" tabindex="-1"></a></span>
|
||||
<span id="cb8-3"><a href="#cb8-3" aria-hidden="true" tabindex="-1"></a><span class="fu">chat_template</span><span class="kw">:</span><span class="at"> qwen2_vl</span></span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
|
||||
</section>
|
||||
<section id="sec-qwen25-vl" class="level3">
|
||||
<h3 class="anchored" data-anchor-id="sec-qwen25-vl">Qwen2.5-VL</h3>
|
||||
<div class="sourceCode" id="cb8"><pre class="sourceCode yaml code-with-copy"><code class="sourceCode yaml"><span id="cb8-1"><a href="#cb8-1" aria-hidden="true" tabindex="-1"></a><span class="fu">base_model</span><span class="kw">:</span><span class="at"> Qwen/Qwen2.5-VL-7B-Instruct</span></span>
|
||||
<span id="cb8-2"><a href="#cb8-2" aria-hidden="true" tabindex="-1"></a></span>
|
||||
<span id="cb8-3"><a href="#cb8-3" aria-hidden="true" tabindex="-1"></a><span class="fu">chat_template</span><span class="kw">:</span><span class="at"> qwen2_vl</span><span class="co"> # same as qwen2-vl</span></span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
|
||||
<div class="sourceCode" id="cb9"><pre class="sourceCode yaml code-with-copy"><code class="sourceCode yaml"><span id="cb9-1"><a href="#cb9-1" aria-hidden="true" tabindex="-1"></a><span class="fu">base_model</span><span class="kw">:</span><span class="at"> Qwen/Qwen2.5-VL-7B-Instruct</span></span>
|
||||
<span id="cb9-2"><a href="#cb9-2" aria-hidden="true" tabindex="-1"></a></span>
|
||||
<span id="cb9-3"><a href="#cb9-3" aria-hidden="true" tabindex="-1"></a><span class="fu">chat_template</span><span class="kw">:</span><span class="at"> qwen2_vl</span><span class="co"> # same as qwen2-vl</span></span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
|
||||
</section>
|
||||
</section>
|
||||
<section id="dataset-format" class="level2">
|
||||
@@ -631,31 +639,31 @@ Tip
|
||||
</div>
|
||||
</div>
|
||||
<p>Here is an example of a multi-modal dataset:</p>
|
||||
<div class="sourceCode" id="cb9"><pre class="sourceCode json code-with-copy"><code class="sourceCode json"><span id="cb9-1"><a href="#cb9-1" aria-hidden="true" tabindex="-1"></a><span class="ot">[</span></span>
|
||||
<span id="cb9-2"><a href="#cb9-2" aria-hidden="true" tabindex="-1"></a> <span class="fu">{</span></span>
|
||||
<span id="cb9-3"><a href="#cb9-3" aria-hidden="true" tabindex="-1"></a> <span class="dt">"messages"</span><span class="fu">:</span> <span class="ot">[</span></span>
|
||||
<span id="cb9-4"><a href="#cb9-4" aria-hidden="true" tabindex="-1"></a> <span class="fu">{</span></span>
|
||||
<span id="cb9-5"><a href="#cb9-5" aria-hidden="true" tabindex="-1"></a> <span class="dt">"role"</span><span class="fu">:</span> <span class="st">"system"</span><span class="fu">,</span></span>
|
||||
<span id="cb9-6"><a href="#cb9-6" aria-hidden="true" tabindex="-1"></a> <span class="dt">"content"</span><span class="fu">:</span> <span class="ot">[</span></span>
|
||||
<span id="cb9-7"><a href="#cb9-7" aria-hidden="true" tabindex="-1"></a> <span class="fu">{</span><span class="dt">"type"</span><span class="fu">:</span> <span class="st">"text"</span><span class="fu">,</span> <span class="dt">"text"</span><span class="fu">:</span> <span class="st">"You are a helpful assistant."</span><span class="fu">}</span></span>
|
||||
<span id="cb9-8"><a href="#cb9-8" aria-hidden="true" tabindex="-1"></a> <span class="ot">]</span></span>
|
||||
<span id="cb9-9"><a href="#cb9-9" aria-hidden="true" tabindex="-1"></a> <span class="fu">}</span><span class="ot">,</span></span>
|
||||
<span id="cb9-10"><a href="#cb9-10" aria-hidden="true" tabindex="-1"></a> <span class="fu">{</span></span>
|
||||
<span id="cb9-11"><a href="#cb9-11" aria-hidden="true" tabindex="-1"></a> <span class="dt">"role"</span><span class="fu">:</span> <span class="st">"user"</span><span class="fu">,</span></span>
|
||||
<span id="cb9-12"><a href="#cb9-12" aria-hidden="true" tabindex="-1"></a> <span class="dt">"content"</span><span class="fu">:</span> <span class="ot">[</span></span>
|
||||
<span id="cb9-13"><a href="#cb9-13" aria-hidden="true" tabindex="-1"></a> <span class="fu">{</span><span class="dt">"type"</span><span class="fu">:</span> <span class="st">"image"</span><span class="fu">,</span> <span class="dt">"image"</span><span class="fu">:</span> <span class="st">"https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/bee.jpg"</span><span class="fu">}</span><span class="ot">,</span></span>
|
||||
<span id="cb9-14"><a href="#cb9-14" aria-hidden="true" tabindex="-1"></a> <span class="fu">{</span><span class="dt">"type"</span><span class="fu">:</span> <span class="st">"text"</span><span class="fu">,</span> <span class="dt">"text"</span><span class="fu">:</span> <span class="st">"Describe this image in detail."</span><span class="fu">}</span></span>
|
||||
<span id="cb9-15"><a href="#cb9-15" aria-hidden="true" tabindex="-1"></a> <span class="ot">]</span></span>
|
||||
<span id="cb9-16"><a href="#cb9-16" aria-hidden="true" tabindex="-1"></a> <span class="fu">}</span><span class="ot">,</span></span>
|
||||
<span id="cb9-17"><a href="#cb9-17" aria-hidden="true" tabindex="-1"></a> <span class="fu">{</span></span>
|
||||
<span id="cb9-18"><a href="#cb9-18" aria-hidden="true" tabindex="-1"></a> <span class="dt">"role"</span><span class="fu">:</span> <span class="st">"assistant"</span><span class="fu">,</span></span>
|
||||
<span id="cb9-19"><a href="#cb9-19" aria-hidden="true" tabindex="-1"></a> <span class="dt">"content"</span><span class="fu">:</span> <span class="ot">[</span></span>
|
||||
<span id="cb9-20"><a href="#cb9-20" aria-hidden="true" tabindex="-1"></a> <span class="fu">{</span><span class="dt">"type"</span><span class="fu">:</span> <span class="st">"text"</span><span class="fu">,</span> <span class="dt">"text"</span><span class="fu">:</span> <span class="st">"The image is a bee."</span><span class="fu">}</span></span>
|
||||
<span id="cb9-21"><a href="#cb9-21" aria-hidden="true" tabindex="-1"></a> <span class="ot">]</span></span>
|
||||
<span id="cb9-22"><a href="#cb9-22" aria-hidden="true" tabindex="-1"></a> <span class="fu">}</span></span>
|
||||
<span id="cb9-23"><a href="#cb9-23" aria-hidden="true" tabindex="-1"></a> <span class="ot">]</span></span>
|
||||
<span id="cb9-24"><a href="#cb9-24" aria-hidden="true" tabindex="-1"></a> <span class="fu">}</span></span>
|
||||
<span id="cb9-25"><a href="#cb9-25" aria-hidden="true" tabindex="-1"></a><span class="ot">]</span></span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
|
||||
<div class="sourceCode" id="cb10"><pre class="sourceCode json code-with-copy"><code class="sourceCode json"><span id="cb10-1"><a href="#cb10-1" aria-hidden="true" tabindex="-1"></a><span class="ot">[</span></span>
|
||||
<span id="cb10-2"><a href="#cb10-2" aria-hidden="true" tabindex="-1"></a> <span class="fu">{</span></span>
|
||||
<span id="cb10-3"><a href="#cb10-3" aria-hidden="true" tabindex="-1"></a> <span class="dt">"messages"</span><span class="fu">:</span> <span class="ot">[</span></span>
|
||||
<span id="cb10-4"><a href="#cb10-4" aria-hidden="true" tabindex="-1"></a> <span class="fu">{</span></span>
|
||||
<span id="cb10-5"><a href="#cb10-5" aria-hidden="true" tabindex="-1"></a> <span class="dt">"role"</span><span class="fu">:</span> <span class="st">"system"</span><span class="fu">,</span></span>
|
||||
<span id="cb10-6"><a href="#cb10-6" aria-hidden="true" tabindex="-1"></a> <span class="dt">"content"</span><span class="fu">:</span> <span class="ot">[</span></span>
|
||||
<span id="cb10-7"><a href="#cb10-7" aria-hidden="true" tabindex="-1"></a> <span class="fu">{</span><span class="dt">"type"</span><span class="fu">:</span> <span class="st">"text"</span><span class="fu">,</span> <span class="dt">"text"</span><span class="fu">:</span> <span class="st">"You are a helpful assistant."</span><span class="fu">}</span></span>
|
||||
<span id="cb10-8"><a href="#cb10-8" aria-hidden="true" tabindex="-1"></a> <span class="ot">]</span></span>
|
||||
<span id="cb10-9"><a href="#cb10-9" aria-hidden="true" tabindex="-1"></a> <span class="fu">}</span><span class="ot">,</span></span>
|
||||
<span id="cb10-10"><a href="#cb10-10" aria-hidden="true" tabindex="-1"></a> <span class="fu">{</span></span>
|
||||
<span id="cb10-11"><a href="#cb10-11" aria-hidden="true" tabindex="-1"></a> <span class="dt">"role"</span><span class="fu">:</span> <span class="st">"user"</span><span class="fu">,</span></span>
|
||||
<span id="cb10-12"><a href="#cb10-12" aria-hidden="true" tabindex="-1"></a> <span class="dt">"content"</span><span class="fu">:</span> <span class="ot">[</span></span>
|
||||
<span id="cb10-13"><a href="#cb10-13" aria-hidden="true" tabindex="-1"></a> <span class="fu">{</span><span class="dt">"type"</span><span class="fu">:</span> <span class="st">"image"</span><span class="fu">,</span> <span class="dt">"image"</span><span class="fu">:</span> <span class="st">"https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/bee.jpg"</span><span class="fu">}</span><span class="ot">,</span></span>
|
||||
<span id="cb10-14"><a href="#cb10-14" aria-hidden="true" tabindex="-1"></a> <span class="fu">{</span><span class="dt">"type"</span><span class="fu">:</span> <span class="st">"text"</span><span class="fu">,</span> <span class="dt">"text"</span><span class="fu">:</span> <span class="st">"Describe this image in detail."</span><span class="fu">}</span></span>
|
||||
<span id="cb10-15"><a href="#cb10-15" aria-hidden="true" tabindex="-1"></a> <span class="ot">]</span></span>
|
||||
<span id="cb10-16"><a href="#cb10-16" aria-hidden="true" tabindex="-1"></a> <span class="fu">}</span><span class="ot">,</span></span>
|
||||
<span id="cb10-17"><a href="#cb10-17" aria-hidden="true" tabindex="-1"></a> <span class="fu">{</span></span>
|
||||
<span id="cb10-18"><a href="#cb10-18" aria-hidden="true" tabindex="-1"></a> <span class="dt">"role"</span><span class="fu">:</span> <span class="st">"assistant"</span><span class="fu">,</span></span>
|
||||
<span id="cb10-19"><a href="#cb10-19" aria-hidden="true" tabindex="-1"></a> <span class="dt">"content"</span><span class="fu">:</span> <span class="ot">[</span></span>
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<span id="cb10-20"><a href="#cb10-20" aria-hidden="true" tabindex="-1"></a> <span class="fu">{</span><span class="dt">"type"</span><span class="fu">:</span> <span class="st">"text"</span><span class="fu">,</span> <span class="dt">"text"</span><span class="fu">:</span> <span class="st">"The image is a bee."</span><span class="fu">}</span></span>
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<span id="cb10-25"><a href="#cb10-25" aria-hidden="true" tabindex="-1"></a><span class="ot">]</span></span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
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"href": "docs/multimodal.html",
|
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"title": "MultiModal / Vision Language Models (BETA)",
|
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"section": "",
|
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"text": "Mllama\nPixtral\nLlava-1.5\nMistral-Small-3.1\nGemma-3\nQwen2-VL\nQwen2.5-VL",
|
||||
"text": "Mllama\nLlama4\nPixtral\nLlava-1.5\nMistral-Small-3.1\nGemma-3\nQwen2-VL\nQwen2.5-VL",
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"href": "docs/multimodal.html#supported-models",
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"title": "MultiModal / Vision Language Models (BETA)",
|
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"section": "",
|
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"text": "Mllama\nPixtral\nLlava-1.5\nMistral-Small-3.1\nGemma-3\nQwen2-VL\nQwen2.5-VL",
|
||||
"text": "Mllama\nLlama4\nPixtral\nLlava-1.5\nMistral-Small-3.1\nGemma-3\nQwen2-VL\nQwen2.5-VL",
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"href": "docs/multimodal.html#usage",
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"title": "MultiModal / Vision Language Models (BETA)",
|
||||
"section": "Usage",
|
||||
"text": "Usage\nMultimodal support is limited and doesn’t have full feature parity.\nHere are the hyperparams you’ll need to use to finetune a multimodal model.\nprocessor_type: AutoProcessor\n\nskip_prepare_dataset: true\nremove_unused_columns: false # leave columns in place as they are needed to handle image embeddings during training\nsample_packing: false # not yet supported with multimodal\n\nchat_template: # see in next section\n\n# example dataset\ndatasets:\n - path: HuggingFaceH4/llava-instruct-mix-vsft\n type: chat_template\n split: train[:1%]\n field_messages: messages\n\n# (optional) if doing lora, only finetune the Language model,\n# leave the vision model and vision tower frozen\n# load_in_8bit: true\nadapter: lora\nlora_target_modules: 'language_model.model.layers.[\\d]+.(mlp|cross_attn|self_attn).(up|down|gate|q|k|v|o)_proj'\n\n# (optional) if you want to resize images to a set size\nimage_size: 512\nimage_resize_algorithm: bilinear\nPlease see examples folder for full configs.\n\n\n\n\n\n\nWarning\n\n\n\nSome of our chat_templates have been extended to support broader dataset types. This should not break any existing configs.\n\n\n\nMllama\nbase_model: meta-llama/Llama-3.2-11B-Vision-Instruct\n\nchat_template: llama3_2_vision\n\n\nPixtral\nbase_model: mistralai/Pixtral-12B-2409\n\nchat_template: pixtral\n\n\nLlava-1.5\nbase_model: llava-hf/llava-1.5-7b-hf\n\nchat_template: llava\n\n\nMistral-Small-3.1\nbase_model: mistralai/Mistral-Small-3.1-24B-Instruct-2503\n\nchat_template: mistral_v7_tekken\n\n\nGemma-3\n\n\n\n\n\n\nTip\n\n\n\nThe Gemma3-1B model is a text-only model, so please train as regular text model.\n\n\nFor multi-modal 4B/12B/27B models, use the following config:\nbase_model: google/gemma-3-4b-it\n\nchat_template: gemma3\n\n\nQwen2-VL\nbase_model: Qwen/Qwen2-VL-7B-Instruct\n\nchat_template: qwen2_vl\n\n\nQwen2.5-VL\nbase_model: Qwen/Qwen2.5-VL-7B-Instruct\n\nchat_template: qwen2_vl # same as qwen2-vl",
|
||||
"text": "Usage\nMultimodal support is limited and doesn’t have full feature parity.\nHere are the hyperparams you’ll need to use to finetune a multimodal model.\nprocessor_type: AutoProcessor\n\nskip_prepare_dataset: true\nremove_unused_columns: false # leave columns in place as they are needed to handle image embeddings during training\nsample_packing: false # not yet supported with multimodal\n\nchat_template: # see in next section\n\n# example dataset\ndatasets:\n - path: HuggingFaceH4/llava-instruct-mix-vsft\n type: chat_template\n split: train[:1%]\n field_messages: messages\n\n# (optional) if doing lora, only finetune the Language model,\n# leave the vision model and vision tower frozen\n# load_in_8bit: true\nadapter: lora\nlora_target_modules: 'language_model.model.layers.[\\d]+.(mlp|cross_attn|self_attn).(up|down|gate|q|k|v|o)_proj'\n\n# (optional) if you want to resize images to a set size\nimage_size: 512\nimage_resize_algorithm: bilinear\nPlease see examples folder for full configs.\n\n\n\n\n\n\nWarning\n\n\n\nSome of our chat_templates have been extended to support broader dataset types. This should not break any existing configs.\n\n\n\nMllama\nbase_model: meta-llama/Llama-3.2-11B-Vision-Instruct\n\nchat_template: llama3_2_vision\n\n\nLlama4\nbase_model: meta-llama/Llama-4-Scout-17B-16E-Instruct\n\nchat_template: llama4\n\n\nPixtral\nbase_model: mistralai/Pixtral-12B-2409\n\nchat_template: pixtral\n\n\nLlava-1.5\nbase_model: llava-hf/llava-1.5-7b-hf\n\nchat_template: llava\n\n\nMistral-Small-3.1\nbase_model: mistralai/Mistral-Small-3.1-24B-Instruct-2503\n\nchat_template: mistral_v7_tekken\n\n\nGemma-3\n\n\n\n\n\n\nTip\n\n\n\nThe Gemma3-1B model is a text-only model, so please train as regular text model.\n\n\nFor multi-modal 4B/12B/27B models, use the following config:\nbase_model: google/gemma-3-4b-it\n\nchat_template: gemma3\n\n\nQwen2-VL\nbase_model: Qwen/Qwen2-VL-7B-Instruct\n\nchat_template: qwen2_vl\n\n\nQwen2.5-VL\nbase_model: Qwen/Qwen2.5-VL-7B-Instruct\n\nchat_template: qwen2_vl # same as qwen2-vl",
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|
||||
<loc>https://axolotl-ai-cloud.github.io/axolotl/docs/dataset_preprocessing.html</loc>
|
||||
<lastmod>2025-04-06T21:08:13.635Z</lastmod>
|
||||
<lastmod>2025-04-07T14:49:42.966Z</lastmod>
|
||||
</url>
|
||||
<url>
|
||||
<loc>https://axolotl-ai-cloud.github.io/axolotl/docs/custom_integrations.html</loc>
|
||||
<lastmod>2025-04-06T21:08:13.635Z</lastmod>
|
||||
<lastmod>2025-04-07T14:49:42.966Z</lastmod>
|
||||
</url>
|
||||
<url>
|
||||
<loc>https://axolotl-ai-cloud.github.io/axolotl/docs/mac.html</loc>
|
||||
<lastmod>2025-04-06T21:08:13.638Z</lastmod>
|
||||
<lastmod>2025-04-07T14:49:42.969Z</lastmod>
|
||||
</url>
|
||||
<url>
|
||||
<loc>https://axolotl-ai-cloud.github.io/axolotl/docs/docker.html</loc>
|
||||
<lastmod>2025-04-06T21:08:13.635Z</lastmod>
|
||||
<lastmod>2025-04-07T14:49:42.966Z</lastmod>
|
||||
</url>
|
||||
<url>
|
||||
<loc>https://axolotl-ai-cloud.github.io/axolotl/docs/ray-integration.html</loc>
|
||||
<lastmod>2025-04-06T21:08:13.638Z</lastmod>
|
||||
<lastmod>2025-04-07T14:49:42.970Z</lastmod>
|
||||
</url>
|
||||
<url>
|
||||
<loc>https://axolotl-ai-cloud.github.io/axolotl/docs/dataset-formats/index.html</loc>
|
||||
<lastmod>2025-04-06T21:08:13.635Z</lastmod>
|
||||
<lastmod>2025-04-07T14:49:42.966Z</lastmod>
|
||||
</url>
|
||||
<url>
|
||||
<loc>https://axolotl-ai-cloud.github.io/axolotl/docs/dataset-formats/conversation.html</loc>
|
||||
<lastmod>2025-04-06T21:08:13.635Z</lastmod>
|
||||
<lastmod>2025-04-07T14:49:42.966Z</lastmod>
|
||||
</url>
|
||||
<url>
|
||||
<loc>https://axolotl-ai-cloud.github.io/axolotl/docs/dataset-formats/pretraining.html</loc>
|
||||
<lastmod>2025-04-06T21:08:13.635Z</lastmod>
|
||||
<lastmod>2025-04-07T14:49:42.966Z</lastmod>
|
||||
</url>
|
||||
<url>
|
||||
<loc>https://axolotl-ai-cloud.github.io/axolotl/docs/dataset-formats/inst_tune.html</loc>
|
||||
<lastmod>2025-04-06T21:08:13.635Z</lastmod>
|
||||
<lastmod>2025-04-07T14:49:42.966Z</lastmod>
|
||||
</url>
|
||||
</urlset>
|
||||
|
||||
Reference in New Issue
Block a user