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<meta charset="utf-8" />
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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.optimizers.AdamW — MLX 0.29.0 documentation</title>
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<title>mlx.optimizers.AdamW — MLX 0.29.1 documentation</title>
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<link rel="preload" as="script" href="../../../_static/scripts/pydata-sphinx-theme.js?digest=dfe6caa3a7d634c4db9b" />
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<img src="../../../_static/mlx_logo.png" class="logo__image only-light" alt="MLX 0.29.0 documentation - Home"/>
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<script>document.write(`<img src="../../../_static/mlx_logo_dark.png" class="logo__image only-dark" alt="MLX 0.29.0 documentation - Home"/>`);</script>
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</a></div>
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@@ -612,6 +612,7 @@
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<li class="toctree-l3"><a class="reference internal" href="../../nn/_autosummary/mlx.nn.QuantizedLinear.html">mlx.nn.QuantizedLinear</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../../nn/_autosummary/mlx.nn.RMSNorm.html">mlx.nn.RMSNorm</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../../nn/_autosummary/mlx.nn.ReLU.html">mlx.nn.ReLU</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../../nn/_autosummary/mlx.nn.ReLU2.html">mlx.nn.ReLU2</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../../nn/_autosummary/mlx.nn.ReLU6.html">mlx.nn.ReLU6</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../../nn/_autosummary/mlx.nn.RNN.html">mlx.nn.RNN</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../../nn/_autosummary/mlx.nn.RoPE.html">mlx.nn.RoPE</a></li>
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@@ -647,6 +648,7 @@
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<li class="toctree-l3"><a class="reference internal" href="../../nn/_autosummary_functions/mlx.nn.mish.html">mlx.nn.mish</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../../nn/_autosummary_functions/mlx.nn.prelu.html">mlx.nn.prelu</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../../nn/_autosummary_functions/mlx.nn.relu.html">mlx.nn.relu</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../../nn/_autosummary_functions/mlx.nn.relu2.html">mlx.nn.relu2</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../../nn/_autosummary_functions/mlx.nn.relu6.html">mlx.nn.relu6</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../../nn/_autosummary_functions/mlx.nn.selu.html">mlx.nn.selu</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../../nn/_autosummary_functions/mlx.nn.sigmoid.html">mlx.nn.sigmoid</a></li>
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@@ -950,7 +952,7 @@ gradient and its square. Default: <code class="docutils literal notranslate"><sp
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<li><p><strong>eps</strong> (<a class="reference external" href="https://docs.python.org/3/library/functions.html#float" title="(in Python v3.13)"><em>float</em></a><em>, </em><em>optional</em>) – The term <span class="math notranslate nohighlight">\(\epsilon\)</span> added to the
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denominator to improve numerical stability. Default: <code class="docutils literal notranslate"><span class="pre">1e-8</span></code></p></li>
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<li><p><strong>weight_decay</strong> (<a class="reference external" href="https://docs.python.org/3/library/functions.html#float" title="(in Python v3.13)"><em>float</em></a><em>, </em><em>optional</em>) – The weight decay <span class="math notranslate nohighlight">\(\lambda\)</span>.
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Default: <code class="docutils literal notranslate"><span class="pre">0</span></code>.</p></li>
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Default: <code class="docutils literal notranslate"><span class="pre">0.01</span></code>.</p></li>
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<li><p><strong>bias_correction</strong> (<a class="reference external" href="https://docs.python.org/3/library/functions.html#bool" title="(in Python v3.13)"><em>bool</em></a><em>, </em><em>optional</em>) – If set to <code class="docutils literal notranslate"><span class="pre">True</span></code>, bias correction
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is applied. Default: <code class="docutils literal notranslate"><span class="pre">False</span></code></p></li>
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</ul>
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