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Awni Hannun
2024-09-17 12:06:14 -07:00
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parent 27e07888b0
commit 6a6ffb598d
739 changed files with 28107 additions and 8524 deletions
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22
docs/build/html/examples/linear_regression.html vendored
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@@ -8,7 +8,7 @@
<meta charset="utf-8" />
<meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.18.1: http://docutils.sourceforge.net/" />
<title>Linear Regression &#8212; MLX 0.17.0 documentation</title>
<title>Linear Regression &#8212; MLX 0.17.3 documentation</title>
@@ -36,7 +36,7 @@
<link rel="preload" as="script" href="../_static/scripts/pydata-sphinx-theme.js?digest=5b4479735964841361fd" />
<script src="../_static/vendor/fontawesome/6.1.2/js/all.min.js?digest=5b4479735964841361fd"></script>
<script src="../_static/documentation_options.js?v=50b3d22e"></script>
<script src="../_static/documentation_options.js?v=47c75248"></script>
<script src="../_static/doctools.js?v=888ff710"></script>
<script src="../_static/sphinx_highlight.js?v=dc90522c"></script>
<script src="../_static/scripts/sphinx-book-theme.js?v=efea14e4"></script>
@@ -131,8 +131,8 @@
<img src="../_static/mlx_logo.png" class="logo__image only-light" alt="MLX 0.17.0 documentation - Home"/>
<script>document.write(`<img src="../_static/mlx_logo_dark.png" class="logo__image only-dark" alt="MLX 0.17.0 documentation - Home"/>`);</script>
<img src="../_static/mlx_logo.png" class="logo__image only-light" alt="MLX 0.17.3 documentation - Home"/>
<script>document.write(`<img src="../_static/mlx_logo_dark.png" class="logo__image only-dark" alt="MLX 0.17.3 documentation - Home"/>`);</script>
</a></div>
@@ -220,8 +220,9 @@
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.array.sqrt.html">mlx.core.array.sqrt</a></li>
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.array.square.html">mlx.core.array.square</a></li>
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.array.squeeze.html">mlx.core.array.squeeze</a></li>
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.array.swapaxes.html">mlx.core.array.swapaxes</a></li>
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.array.std.html">mlx.core.array.std</a></li>
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.array.sum.html">mlx.core.array.sum</a></li>
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.array.swapaxes.html">mlx.core.array.swapaxes</a></li>
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.array.transpose.html">mlx.core.array.transpose</a></li>
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.array.T.html">mlx.core.array.T</a></li>
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.array.var.html">mlx.core.array.var</a></li>
@@ -283,6 +284,10 @@
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.convolve.html">mlx.core.convolve</a></li>
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.conv1d.html">mlx.core.conv1d</a></li>
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.conv2d.html">mlx.core.conv2d</a></li>
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.conv3d.html">mlx.core.conv3d</a></li>
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.conv_transpose1d.html">mlx.core.conv_transpose1d</a></li>
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.conv_transpose2d.html">mlx.core.conv_transpose2d</a></li>
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.conv_transpose3d.html">mlx.core.conv_transpose3d</a></li>
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.conv_general.html">mlx.core.conv_general</a></li>
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.cos.html">mlx.core.cos</a></li>
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.cosh.html">mlx.core.cosh</a></li>
@@ -316,6 +321,7 @@
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.hadamard_transform.html">mlx.core.hadamard_transform</a></li>
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.identity.html">mlx.core.identity</a></li>
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.inner.html">mlx.core.inner</a></li>
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.isfinite.html">mlx.core.isfinite</a></li>
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.isclose.html">mlx.core.isclose</a></li>
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.isinf.html">mlx.core.isinf</a></li>
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.isnan.html">mlx.core.isnan</a></li>
@@ -515,6 +521,9 @@
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.Conv1d.html">mlx.nn.Conv1d</a></li>
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.Conv2d.html">mlx.nn.Conv2d</a></li>
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.Conv3d.html">mlx.nn.Conv3d</a></li>
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.ConvTranspose1d.html">mlx.nn.ConvTranspose1d</a></li>
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.ConvTranspose2d.html">mlx.nn.ConvTranspose2d</a></li>
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.ConvTranspose3d.html">mlx.nn.ConvTranspose3d</a></li>
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.Dropout.html">mlx.nn.Dropout</a></li>
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.Dropout2d.html">mlx.nn.Dropout2d</a></li>
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.Dropout3d.html">mlx.nn.Dropout3d</a></li>
@@ -652,6 +661,9 @@
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.distributed.init.html">mlx.core.distributed.init</a></li>
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.distributed.all_sum.html">mlx.core.distributed.all_sum</a></li>
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.distributed.all_gather.html">mlx.core.distributed.all_gather</a></li>
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.distributed.send.html">mlx.core.distributed.send</a></li>
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.distributed.recv.html">mlx.core.distributed.recv</a></li>
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.distributed.recv_like.html">mlx.core.distributed.recv_like</a></li>
</ul>
</li>
<li class="toctree-l1 has-children"><a class="reference internal" href="../python/tree_utils.html">Tree Utils</a><input class="toctree-checkbox" id="toctree-checkbox-22" name="toctree-checkbox-22" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-22"><i class="fa-solid fa-chevron-down"></i></label><ul>

22
docs/build/html/examples/llama-inference.html vendored
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@@ -8,7 +8,7 @@
<meta charset="utf-8" />
<meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.18.1: http://docutils.sourceforge.net/" />
<title>LLM inference &#8212; MLX 0.17.0 documentation</title>
<title>LLM inference &#8212; MLX 0.17.3 documentation</title>
@@ -36,7 +36,7 @@
<link rel="preload" as="script" href="../_static/scripts/pydata-sphinx-theme.js?digest=5b4479735964841361fd" />
<script src="../_static/vendor/fontawesome/6.1.2/js/all.min.js?digest=5b4479735964841361fd"></script>
<script src="../_static/documentation_options.js?v=50b3d22e"></script>
<script src="../_static/documentation_options.js?v=47c75248"></script>
<script src="../_static/doctools.js?v=888ff710"></script>
<script src="../_static/sphinx_highlight.js?v=dc90522c"></script>
<script src="../_static/scripts/sphinx-book-theme.js?v=efea14e4"></script>
@@ -131,8 +131,8 @@
<img src="../_static/mlx_logo.png" class="logo__image only-light" alt="MLX 0.17.0 documentation - Home"/>
<script>document.write(`<img src="../_static/mlx_logo_dark.png" class="logo__image only-dark" alt="MLX 0.17.0 documentation - Home"/>`);</script>
<img src="../_static/mlx_logo.png" class="logo__image only-light" alt="MLX 0.17.3 documentation - Home"/>
<script>document.write(`<img src="../_static/mlx_logo_dark.png" class="logo__image only-dark" alt="MLX 0.17.3 documentation - Home"/>`);</script>
</a></div>
@@ -220,8 +220,9 @@
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.array.sqrt.html">mlx.core.array.sqrt</a></li>
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.array.square.html">mlx.core.array.square</a></li>
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.array.squeeze.html">mlx.core.array.squeeze</a></li>
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.array.swapaxes.html">mlx.core.array.swapaxes</a></li>
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.array.std.html">mlx.core.array.std</a></li>
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.array.sum.html">mlx.core.array.sum</a></li>
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.array.swapaxes.html">mlx.core.array.swapaxes</a></li>
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.array.transpose.html">mlx.core.array.transpose</a></li>
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.array.T.html">mlx.core.array.T</a></li>
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.array.var.html">mlx.core.array.var</a></li>
@@ -283,6 +284,10 @@
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.convolve.html">mlx.core.convolve</a></li>
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.conv1d.html">mlx.core.conv1d</a></li>
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.conv2d.html">mlx.core.conv2d</a></li>
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.conv3d.html">mlx.core.conv3d</a></li>
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.conv_transpose1d.html">mlx.core.conv_transpose1d</a></li>
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.conv_transpose2d.html">mlx.core.conv_transpose2d</a></li>
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.conv_transpose3d.html">mlx.core.conv_transpose3d</a></li>
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.conv_general.html">mlx.core.conv_general</a></li>
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.cos.html">mlx.core.cos</a></li>
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.cosh.html">mlx.core.cosh</a></li>
@@ -316,6 +321,7 @@
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.hadamard_transform.html">mlx.core.hadamard_transform</a></li>
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.identity.html">mlx.core.identity</a></li>
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.inner.html">mlx.core.inner</a></li>
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.isfinite.html">mlx.core.isfinite</a></li>
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.isclose.html">mlx.core.isclose</a></li>
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.isinf.html">mlx.core.isinf</a></li>
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.isnan.html">mlx.core.isnan</a></li>
@@ -515,6 +521,9 @@
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.Conv1d.html">mlx.nn.Conv1d</a></li>
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.Conv2d.html">mlx.nn.Conv2d</a></li>
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.Conv3d.html">mlx.nn.Conv3d</a></li>
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.ConvTranspose1d.html">mlx.nn.ConvTranspose1d</a></li>
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.ConvTranspose2d.html">mlx.nn.ConvTranspose2d</a></li>
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.ConvTranspose3d.html">mlx.nn.ConvTranspose3d</a></li>
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.Dropout.html">mlx.nn.Dropout</a></li>
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.Dropout2d.html">mlx.nn.Dropout2d</a></li>
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.Dropout3d.html">mlx.nn.Dropout3d</a></li>
@@ -652,6 +661,9 @@
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.distributed.init.html">mlx.core.distributed.init</a></li>
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.distributed.all_sum.html">mlx.core.distributed.all_sum</a></li>
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.distributed.all_gather.html">mlx.core.distributed.all_gather</a></li>
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.distributed.send.html">mlx.core.distributed.send</a></li>
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.distributed.recv.html">mlx.core.distributed.recv</a></li>
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.distributed.recv_like.html">mlx.core.distributed.recv_like</a></li>
</ul>
</li>
<li class="toctree-l1 has-children"><a class="reference internal" href="../python/tree_utils.html">Tree Utils</a><input class="toctree-checkbox" id="toctree-checkbox-22" name="toctree-checkbox-22" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-22"><i class="fa-solid fa-chevron-down"></i></label><ul>

22
docs/build/html/examples/mlp.html vendored
View File

@@ -8,7 +8,7 @@
<meta charset="utf-8" />
<meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.18.1: http://docutils.sourceforge.net/" />
<title>Multi-Layer Perceptron &#8212; MLX 0.17.0 documentation</title>
<title>Multi-Layer Perceptron &#8212; MLX 0.17.3 documentation</title>
@@ -36,7 +36,7 @@
<link rel="preload" as="script" href="../_static/scripts/pydata-sphinx-theme.js?digest=5b4479735964841361fd" />
<script src="../_static/vendor/fontawesome/6.1.2/js/all.min.js?digest=5b4479735964841361fd"></script>
<script src="../_static/documentation_options.js?v=50b3d22e"></script>
<script src="../_static/documentation_options.js?v=47c75248"></script>
<script src="../_static/doctools.js?v=888ff710"></script>
<script src="../_static/sphinx_highlight.js?v=dc90522c"></script>
<script src="../_static/scripts/sphinx-book-theme.js?v=efea14e4"></script>
@@ -131,8 +131,8 @@
<img src="../_static/mlx_logo.png" class="logo__image only-light" alt="MLX 0.17.0 documentation - Home"/>
<script>document.write(`<img src="../_static/mlx_logo_dark.png" class="logo__image only-dark" alt="MLX 0.17.0 documentation - Home"/>`);</script>
<img src="../_static/mlx_logo.png" class="logo__image only-light" alt="MLX 0.17.3 documentation - Home"/>
<script>document.write(`<img src="../_static/mlx_logo_dark.png" class="logo__image only-dark" alt="MLX 0.17.3 documentation - Home"/>`);</script>
</a></div>
@@ -220,8 +220,9 @@
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.array.sqrt.html">mlx.core.array.sqrt</a></li>
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.array.square.html">mlx.core.array.square</a></li>
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.array.squeeze.html">mlx.core.array.squeeze</a></li>
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.array.swapaxes.html">mlx.core.array.swapaxes</a></li>
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.array.std.html">mlx.core.array.std</a></li>
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.array.sum.html">mlx.core.array.sum</a></li>
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.array.swapaxes.html">mlx.core.array.swapaxes</a></li>
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.array.transpose.html">mlx.core.array.transpose</a></li>
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.array.T.html">mlx.core.array.T</a></li>
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.array.var.html">mlx.core.array.var</a></li>
@@ -283,6 +284,10 @@
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.convolve.html">mlx.core.convolve</a></li>
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.conv1d.html">mlx.core.conv1d</a></li>
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.conv2d.html">mlx.core.conv2d</a></li>
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.conv3d.html">mlx.core.conv3d</a></li>
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.conv_transpose1d.html">mlx.core.conv_transpose1d</a></li>
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.conv_transpose2d.html">mlx.core.conv_transpose2d</a></li>
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.conv_transpose3d.html">mlx.core.conv_transpose3d</a></li>
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.conv_general.html">mlx.core.conv_general</a></li>
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.cos.html">mlx.core.cos</a></li>
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.cosh.html">mlx.core.cosh</a></li>
@@ -316,6 +321,7 @@
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.hadamard_transform.html">mlx.core.hadamard_transform</a></li>
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.identity.html">mlx.core.identity</a></li>
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.inner.html">mlx.core.inner</a></li>
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.isfinite.html">mlx.core.isfinite</a></li>
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.isclose.html">mlx.core.isclose</a></li>
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.isinf.html">mlx.core.isinf</a></li>
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.isnan.html">mlx.core.isnan</a></li>
@@ -515,6 +521,9 @@
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.Conv1d.html">mlx.nn.Conv1d</a></li>
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.Conv2d.html">mlx.nn.Conv2d</a></li>
<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.Conv3d.html">mlx.nn.Conv3d</a></li>
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<li class="toctree-l3"><a class="reference internal" href="../python/nn/_autosummary/mlx.nn.Dropout3d.html">mlx.nn.Dropout3d</a></li>
@@ -652,6 +661,9 @@
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<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.distributed.all_gather.html">mlx.core.distributed.all_gather</a></li>
<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.distributed.send.html">mlx.core.distributed.send</a></li>
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<li class="toctree-l2"><a class="reference internal" href="../python/_autosummary/mlx.core.distributed.recv_like.html">mlx.core.distributed.recv_like</a></li>
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