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<meta charset="utf-8" />
<meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="viewport" content="width=device-width, initial-scale=1" />
<title>mlx.nn.Module.train &#8212; MLX 0.29.2 documentation</title>
<title>mlx.nn.Module.train &#8212; MLX 0.29.3 documentation</title>
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<img src="../../../_static/mlx_logo.png" class="logo__image only-light" alt="MLX 0.29.2 documentation - Home"/>
<script>document.write(`<img src="../../../_static/mlx_logo_dark.png" class="logo__image only-dark" alt="MLX 0.29.2 documentation - Home"/>`);</script>
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<script>document.write(`<img src="../../../_static/mlx_logo_dark.png" class="logo__image only-dark" alt="MLX 0.29.3 documentation - Home"/>`);</script>
</a></div>
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<h1>mlx.nn.Module.train<a class="headerlink" href="#mlx-nn-module-train" title="Link to this heading">#</a></h1>
<dl class="py method">
<dt class="sig sig-object py" id="mlx.nn.Module.train">
<span class="sig-prename descclassname"><span class="pre">Module.</span></span><span class="sig-name descname"><span class="pre">train</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">mode</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference external" href="https://docs.python.org/3/library/functions.html#bool" title="(in Python v3.13)"><span class="pre">bool</span></a></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">True</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><a class="reference internal" href="../module.html#mlx.nn.Module" title="mlx.nn.layers.base.Module"><span class="pre">Module</span></a></span></span><a class="headerlink" href="#mlx.nn.Module.train" title="Link to this definition">#</a></dt>
<span class="sig-prename descclassname"><span class="pre">Module.</span></span><span class="sig-name descname"><span class="pre">train</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">mode</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference external" href="https://docs.python.org/3/library/functions.html#bool" title="(in Python v3.14)"><span class="pre">bool</span></a></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">True</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><a class="reference internal" href="../module.html#mlx.nn.Module" title="mlx.nn.layers.base.Module"><span class="pre">Module</span></a></span></span><a class="headerlink" href="#mlx.nn.Module.train" title="Link to this definition">#</a></dt>
<dd><p>Set the model in or out of training mode.</p>
<p>Training mode only applies to certain layers. For example
<a class="reference internal" href="mlx.nn.Dropout.html#mlx.nn.Dropout" title="mlx.nn.Dropout"><code class="xref py py-obj docutils literal notranslate"><span class="pre">Dropout</span></code></a> applies a random mask in training mode, but is the
identity in evaluation mode.</p>
<dl class="field-list simple">
<dt class="field-odd">Parameters<span class="colon">:</span></dt>
<dd class="field-odd"><p><strong>mode</strong> (<a class="reference external" href="https://docs.python.org/3/library/functions.html#bool" title="(in Python v3.13)"><em>bool</em></a>) – Indicate if the model should be in training or
<dd class="field-odd"><p><strong>mode</strong> (<a class="reference external" href="https://docs.python.org/3/library/functions.html#bool" title="(in Python v3.14)"><em>bool</em></a>) – Indicate if the model should be in training or
evaluation mode. Default: <code class="docutils literal notranslate"><span class="pre">True</span></code>.</p>
</dd>
<dt class="field-even">Returns<span class="colon">:</span></dt>