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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.value_and_grad &#8212; MLX 0.29.2 documentation</title>
<title>mlx.nn.value_and_grad &#8212; MLX 0.29.3 documentation</title>
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@@ -932,7 +932,7 @@ document.write(`
<h1>mlx.nn.value_and_grad<a class="headerlink" href="#mlx-nn-value-and-grad" title="Link to this heading">#</a></h1>
<dl class="py function">
<dt class="sig sig-object py" id="mlx.nn.value_and_grad">
<span class="sig-name descname"><span class="pre">value_and_grad</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">model</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference internal" href="../nn/module.html#mlx.nn.Module" title="mlx.nn.layers.base.Module"><span class="pre">Module</span></a></span></em>, <em class="sig-param"><span class="n"><span class="pre">fn</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/typing.html#typing.Callable" title="(in Python v3.13)"><span class="pre">Callable</span></a></span></em><span class="sig-paren">)</span><a class="headerlink" href="#mlx.nn.value_and_grad" title="Link to this definition">#</a></dt>
<span class="sig-name descname"><span class="pre">value_and_grad</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">model</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference internal" href="../nn/module.html#mlx.nn.Module" title="mlx.nn.layers.base.Module"><span class="pre">Module</span></a></span></em>, <em class="sig-param"><span class="n"><span class="pre">fn</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/typing.html#typing.Callable" title="(in Python v3.14)"><span class="pre">Callable</span></a></span></em><span class="sig-paren">)</span><a class="headerlink" href="#mlx.nn.value_and_grad" title="Link to this definition">#</a></dt>
<dd><p>Transform the passed function <code class="docutils literal notranslate"><span class="pre">fn</span></code> to a function that computes the
gradients of <code class="docutils literal notranslate"><span class="pre">fn</span></code> wrt the model’s trainable parameters and also its
value.</p>