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2025-10-17 19:15:02 +00:00
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docs/build/html/python/nn/_autosummary/mlx.nn.ALiBi.html
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<title>mlx.nn.ALiBi &#8212; MLX 0.26.2 documentation</title>
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docs/build/html/python/nn/_autosummary/mlx.nn.AvgPool1d.html
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docs/build/html/python/nn/_autosummary/mlx.nn.AvgPool2d.html
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docs/build/html/python/nn/_autosummary/mlx.nn.AvgPool3d.html
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docs/build/html/python/nn/_autosummary/mlx.nn.BatchNorm.html
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docs/build/html/python/nn/_autosummary/mlx.nn.CELU.html
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docs/build/html/python/nn/_autosummary/mlx.nn.Conv1d.html
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docs/build/html/python/nn/_autosummary/mlx.nn.Conv2d.html
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docs/build/html/python/nn/_autosummary/mlx.nn.ConvTranspose1d.html
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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.update &#8212; MLX 0.26.1 documentation</title>
<title>mlx.nn.Module.update &#8212; MLX 0.26.2 documentation</title>
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@@ -921,7 +921,7 @@ document.write(`
<h1>mlx.nn.Module.update<a class="headerlink" href="#mlx-nn-module-update" title="Link to this heading">#</a></h1>
<dl class="py method">
<dt class="sig sig-object py" id="mlx.nn.Module.update">
<span class="sig-prename descclassname"><span class="pre">Module.</span></span><span class="sig-name descname"><span class="pre">update</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">parameters</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/stdtypes.html#dict" title="(in Python v3.13)"><span class="pre">dict</span></a></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.update" 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">update</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">parameters</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/stdtypes.html#dict" title="(in Python v3.13)"><span class="pre">dict</span></a></span></em>, <em class="sig-param"><span class="n"><span class="pre">strict</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.update" title="Link to this definition">#</a></dt>
<dd><p>Replace the parameters of this Module with the provided ones in the
dict of dicts and lists.</p>
<p>Commonly used by the optimizer to change the model to the updated
@@ -932,8 +932,12 @@ similar to <a class="reference internal" href="mlx.nn.Module.parameters.html#mlx
updated.</p>
<dl class="field-list simple">
<dt class="field-odd">Parameters<span class="colon">:</span></dt>
<dd class="field-odd"><p><strong>parameters</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#dict" title="(in Python v3.13)"><em>dict</em></a>) – A complete or partial dictionary of the modules
parameters.</p>
<dd class="field-odd"><ul class="simple">
<li><p><strong>parameters</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#dict" title="(in Python v3.13)"><em>dict</em></a>) – A complete or partial dictionary of the modules
parameters.</p></li>
<li><p><strong>strict</strong> (<a class="reference external" href="https://docs.python.org/3/library/functions.html#bool" title="(in Python v3.13)"><em>bool</em></a>) – If <code class="docutils literal notranslate"><span class="pre">True</span></code> checks that <code class="docutils literal notranslate"><span class="pre">parameters</span></code> is a
subset of the module’s parameters. Default: <code class="docutils literal notranslate"><span class="pre">True</span></code>.</p></li>
</ul>
</dd>
<dt class="field-even">Returns<span class="colon">:</span></dt>
<dd class="field-even"><p>The module instance after updating the parameters.</p>
docs/build/html/python/nn/_autosummary/mlx.nn.Module.update_modules.html
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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" />
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<title>mlx.nn.Module.update_modules &#8212; MLX 0.26.2 documentation</title>
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@@ -921,19 +921,23 @@ document.write(`
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<dl class="py method">
<dt class="sig sig-object py" id="mlx.nn.Module.update_modules">
<span class="sig-prename descclassname"><span class="pre">Module.</span></span><span class="sig-name descname"><span class="pre">update_modules</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">modules</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/stdtypes.html#dict" title="(in Python v3.13)"><span class="pre">dict</span></a></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.update_modules" 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">update_modules</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">modules</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/stdtypes.html#dict" title="(in Python v3.13)"><span class="pre">dict</span></a></span></em>, <em class="sig-param"><span class="n"><span class="pre">strict</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.update_modules" title="Link to this definition">#</a></dt>
<dd><p>Replace the child modules of this <a class="reference internal" href="../module.html#mlx.nn.Module" title="mlx.nn.Module"><code class="xref py py-class docutils literal notranslate"><span class="pre">Module</span></code></a> instance with the
provided ones in the dict of dicts and lists.</p>
<p>It is the equivalent of <a class="reference internal" href="mlx.nn.Module.update.html#mlx.nn.Module.update" title="mlx.nn.Module.update"><code class="xref py py-meth docutils literal notranslate"><span class="pre">Module.update()</span></code></a> but for modules instead
of parameters and allows us to flexibly edit complex architectures by
programmatically swapping layers.</p>
<p>The passed in parameters dictionary need not be a full dictionary
similar to <a class="reference internal" href="mlx.nn.Module.parameters.html#mlx.nn.Module.parameters" title="mlx.nn.Module.parameters"><code class="xref py py-meth docutils literal notranslate"><span class="pre">parameters()</span></code></a>. Only the provided locations will be
similar to <a class="reference internal" href="mlx.nn.Module.modules.html#mlx.nn.Module.modules" title="mlx.nn.Module.modules"><code class="xref py py-meth docutils literal notranslate"><span class="pre">modules()</span></code></a>. Only the provided locations will be
updated.</p>
<dl class="field-list simple">
<dt class="field-odd">Parameters<span class="colon">:</span></dt>
<dd class="field-odd"><p><strong>modules</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#dict" title="(in Python v3.13)"><em>dict</em></a>) – A complete or partial dictionary of the modules
submodules.</p>
<dd class="field-odd"><ul class="simple">
<li><p><strong>modules</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#dict" title="(in Python v3.13)"><em>dict</em></a>) – A complete or partial dictionary of the module’s
submodules.</p></li>
<li><p><strong>strict</strong> (<a class="reference external" href="https://docs.python.org/3/library/functions.html#bool" title="(in Python v3.13)"><em>bool</em></a>) – If <code class="docutils literal notranslate"><span class="pre">True</span></code> checks that <code class="docutils literal notranslate"><span class="pre">modules</span></code> is a
subset of the child modules of this instance. Default: <code class="docutils literal notranslate"><span class="pre">True</span></code>.</p></li>
</ul>
</dd>
<dt class="field-even">Returns<span class="colon">:</span></dt>
<dd class="field-even"><p>The module instance after updating the submodules.</p>
docs/build/html/python/nn/_autosummary/mlx.nn.MultiHeadAttention.html
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<meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="viewport" content="width=device-width, initial-scale=1" />
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<meta charset="utf-8" />
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<title>mlx.nn.PReLU &#8212; MLX 0.26.2 documentation</title>
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docs/build/html/python/nn/_autosummary/mlx.nn.QuantizedEmbedding.html
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<meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="viewport" content="width=device-width, initial-scale=1" />
<title>mlx.nn.QuantizedEmbedding &#8212; MLX 0.26.1 documentation</title>
<title>mlx.nn.QuantizedEmbedding &#8212; MLX 0.26.2 documentation</title>
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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.QuantizedLinear &#8212; MLX 0.26.1 documentation</title>
<title>mlx.nn.QuantizedLinear &#8212; MLX 0.26.2 documentation</title>
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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.RMSNorm &#8212; MLX 0.26.1 documentation</title>
<title>mlx.nn.RMSNorm &#8212; MLX 0.26.2 documentation</title>
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docs/build/html/python/nn/_autosummary/mlx.nn.RNN.html
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<meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="viewport" content="width=device-width, initial-scale=1" />
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<title>mlx.nn.RNN &#8212; MLX 0.26.2 documentation</title>
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docs/build/html/python/nn/_autosummary/mlx.nn.ReLU.html
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<meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="viewport" content="width=device-width, initial-scale=1" />
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<title>mlx.nn.ReLU &#8212; MLX 0.26.2 documentation</title>
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