From a3e7673691e269af58c87cd3a686370488a61565 Mon Sep 17 00:00:00 2001 From: stefpi <19478336+stefpi@users.noreply.github.com> Date: Wed, 7 Jan 2026 18:55:34 -0500 Subject: [PATCH 1/8] docs(setup): add instructions for docs dev environment --- docs/README.md | 14 ++++++++++++++ 1 file changed, 14 insertions(+) diff --git a/docs/README.md b/docs/README.md index cfa8724172..14ace1b664 100644 --- a/docs/README.md +++ b/docs/README.md @@ -38,3 +38,17 @@ the docs. Then force add the `build/html` directory: `git add -f build/html` Commit and push the changes to the `gh-pages` branch. + +## Doc Development Setup + +To enable live refresh of docs while writing: + +Install sphinx autobuild +``` +pip install sphinx-autobuild +``` + +Run auto build on docs/src folder +``` +sphinx-autobuild ./src ./build/html +``` From afaed07e3ba7c17d99bcf338e1419feaa97bedb9 Mon Sep 17 00:00:00 2001 From: stefpi <19478336+stefpi@users.noreply.github.com> Date: Wed, 7 Jan 2026 18:57:40 -0500 Subject: [PATCH 2/8] docs: added distributed layers to nn indexing --- docs/src/python/nn/layers.rst | 4 ++++ 1 file changed, 4 insertions(+) diff --git a/docs/src/python/nn/layers.rst b/docs/src/python/nn/layers.rst index 1469481477..b9544bae51 100644 --- a/docs/src/python/nn/layers.rst +++ b/docs/src/python/nn/layers.rst @@ -10,6 +10,7 @@ Layers :template: nn-module-template.rst ALiBi + AllToShardedLinear AvgPool1d AvgPool2d AvgPool3d @@ -46,8 +47,10 @@ Layers Mish MultiHeadAttention PReLU + QuantizedAllToShardedLinear QuantizedEmbedding QuantizedLinear + QuantizedShardedToAllLinear RMSNorm ReLU ReLU2 @@ -56,6 +59,7 @@ Layers RoPE SELU Sequential + ShardedToAllLinear Sigmoid SiLU SinusoidalPositionalEncoding From f2706589cb747816cc2562867e8ce97625353ae7 Mon Sep 17 00:00:00 2001 From: stefpi <19478336+stefpi@users.noreply.github.com> Date: Wed, 7 Jan 2026 18:58:15 -0500 Subject: [PATCH 3/8] docs: added tensor parallelism example and layer descriptions --- .../distributed/AllToShardedLinear.png | Bin 0 -> 162719 bytes docs/src/_static/distributed/ColumnRowTP.png | Bin 0 -> 361347 bytes .../distributed/ShardedToAllLinear.png | Bin 0 -> 235539 bytes docs/src/examples/tensor_parallelism.rst | 93 ++++++++++++++++++ docs/src/index.rst | 1 + 5 files changed, 94 insertions(+) create mode 100644 docs/src/_static/distributed/AllToShardedLinear.png create mode 100644 docs/src/_static/distributed/ColumnRowTP.png create mode 100644 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zq+~-1uVX^(zZ^UPUpr+tq^*b1>KM3^gkSOPg8!@oZ2CWZL;Zt;e{cY)t^XkomV)QS We!mslYfjn#{!ST~p3K#Ey#9aus+C3n literal 0 HcmV?d00001 diff --git a/docs/src/examples/tensor_parallelism.rst b/docs/src/examples/tensor_parallelism.rst new file mode 100644 index 0000000000..ade3bced35 --- /dev/null +++ b/docs/src/examples/tensor_parallelism.rst @@ -0,0 +1,93 @@ +Tensor Parallelism +================== + +MLX enables efficient implementation of tensor parallelism *(TP)* through its implementation of distributed layers. In this example we will explore what these layers are and create a small inference script for Llama family transformer models using MLX tensor parallelism. + +MLX Sharded Layers +------------------ + +:class:`AllToShardedLinear ` +^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + +Column-wise tensor parallelism. This layer replicates a common input and shards the weight matrix along the output dimension (column-wise) across all devices in the :class:`mlx.core.distributed.Group`. The layer produces a sharded output. + +For example, consider an :class:`mlx.nn.AllToShardedLinear` layer with ``input_dims=2`` and ``output_dims=2``, a batched input of shape ``(4, 2)``, and a device group with 2 devices. The layer shards the weight matrix column-wise across the two devices, where each device receives the full input and computes a partial output. + +.. raw:: html + +

+ +This layer does not automatically gather all outputs from each device. This is an intended and :ref:`useful design choice `. + +:class:`ShardedToAllLinear ` +^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + +Row-wise tensor parallelism. This layer expects inputs that are sharded along the feature dimension (column-wise) and shards the weight matrix along the input dimension (row-wise) across all devices in the :class:`mlx.core.distributed.Group`. The layer automatically aggregates the results using :class:`mlx.core.distributed.all_sum`, so all devices in the group will have the same result. + +For example, consider an :class:`mlx.nn.ShardedToAllLinear` layer with ``input_dims=2`` and ``output_dims=2``, a batched input of shape ``(4, 2)``, and a device group with 2 devices. The layer shards the weight matrix row-wise and the input column-wise across the two devices. Each device computes a ``(4,2)`` output, which is then aggregated with all other device outputs to get layer output. + +.. raw:: html + +
+ row-wise tensor parallelism +
+ +This layer does not automatically shard the inputs along the batch dimension for you. It is necessary to create a "partial" input structure to feed into the layer. This is an intended and :ref:`useful design choice `. + +We can create partial inputs based on rank. For example, for ``batch_size=1024``, we can create sharded inputs in the following manner: + +.. code-block:: python + + world = mx.distributed.init() + part = ( + slice(None), # batch dimension keep everything in column + slice( + world.rank() * 1024 // world.size(), # start + (world.rank() + 1) * 1024 // world.size(), # end + ), + ) + + layer = nn.ShardedToAllLinear(1024, 1024, bias=False) # initialize the layer + y = layer(x[part]) # process sharded input + +This code splits the 1024 input features into ``world.size()`` different groups which are assigned continously based on ``world.rank()``. More information about distributed communication can be found in the :doc:`Distributed Communication ` page. + +:class:`QuantizedAllToShardedLinear ` +^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ +:class:`QuantizedShardedToAllLinear ` +^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + +.. _useful_design_choices: +Useful Design Choices +^^^^^^^^^^^^^^^^^^^^^ + +There are design choices made above related to when things are done automatically that are done on purpose to make model training / inference easier. + +Column-wise and row-wise tensor parallel layers naturally go together due to the output of the column-wise TP layer being the exact size needed for the sharded input of a row-wise TP layer. This removes the need for an intermediary gather step between the layers, reducing communication overhead. + +This is why AllToShardedLinear does not aggregate results automatically and why ShardedToAllLinear does not shard inputs automatically. It is so that they can be placed in succesive order and work together easily. + +We can demonstrate this through a simple model using our two types of distributed layers. + +.. code-block:: python + + x = mx.array() # (4, 2) model input: batch size 4, feature size 2 + + l1 = nn.AllToShardedLinear(2, 2, bias=False) # initialize the layer + l1_out = l1(x) # (4, 1) output + + l2 = nn.ShardedToAllLinear(2, 2, bias=False) + l2_out = l2(l1_out) # (4, 2) output + +.. raw:: html + +
+ column-wise tensor parallelism +

A visualization of the simple MLX model using column-wise then row-wise tensor parallelism across 2 devices.

+
+ + + diff --git a/docs/src/index.rst b/docs/src/index.rst index 2148d94baf..61d0988489 100644 --- a/docs/src/index.rst +++ b/docs/src/index.rst @@ -54,6 +54,7 @@ are the CPU and GPU. examples/linear_regression examples/mlp examples/llama-inference + examples/tensor_parallelism .. toctree:: :caption: Python API Reference From 50c2d7179e2cf394521154e96a3becddbe929360 Mon Sep 17 00:00:00 2001 From: stefpi <19478336+stefpi@users.noreply.github.com> Date: Sat, 10 Jan 2026 18:07:13 -0500 Subject: [PATCH 4/8] docs: tensor parallel inference on llama --- .../all-to-sharded-linear.png} | Bin .../column-row-tp.png} | Bin .../tp_inference/llama-transformer.png | Bin 0 -> 342957 bytes .../sharded-to-all-linear.png} | Bin docs/src/examples/tensor_parallelism.rst | 102 +++++++++++++++--- 5 files changed, 88 insertions(+), 14 deletions(-) rename docs/src/_static/{distributed/AllToShardedLinear.png => tp_inference/all-to-sharded-linear.png} (100%) rename docs/src/_static/{distributed/ColumnRowTP.png => tp_inference/column-row-tp.png} (100%) create mode 100644 docs/src/_static/tp_inference/llama-transformer.png rename docs/src/_static/{distributed/ShardedToAllLinear.png => tp_inference/sharded-to-all-linear.png} (100%) diff --git a/docs/src/_static/distributed/AllToShardedLinear.png b/docs/src/_static/tp_inference/all-to-sharded-linear.png similarity index 100% rename from docs/src/_static/distributed/AllToShardedLinear.png rename to docs/src/_static/tp_inference/all-to-sharded-linear.png diff --git a/docs/src/_static/distributed/ColumnRowTP.png b/docs/src/_static/tp_inference/column-row-tp.png similarity index 100% rename from docs/src/_static/distributed/ColumnRowTP.png rename to docs/src/_static/tp_inference/column-row-tp.png diff --git a/docs/src/_static/tp_inference/llama-transformer.png b/docs/src/_static/tp_inference/llama-transformer.png new file mode 100644 index 0000000000000000000000000000000000000000..f0756a2bf207d710c362beca9e8357067c0b6fdc GIT binary patch literal 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b/docs/src/_static/tp_inference/sharded-to-all-linear.png similarity index 100% rename from docs/src/_static/distributed/ShardedToAllLinear.png rename to docs/src/_static/tp_inference/sharded-to-all-linear.png diff --git a/docs/src/examples/tensor_parallelism.rst b/docs/src/examples/tensor_parallelism.rst index ade3bced35..145f19a4f8 100644 --- a/docs/src/examples/tensor_parallelism.rst +++ b/docs/src/examples/tensor_parallelism.rst @@ -16,12 +16,16 @@ For example, consider an :class:`mlx.nn.AllToShardedLinear` layer with ``input_d .. raw:: html This layer does not automatically gather all outputs from each device. This is an intended and :ref:`useful design choice `. +:class:`QuantizedAllToShardedLinear ` is the quantized equivalent of :class:`mlx.nn.AllToShardedLinear`. +Similar to :class:`mlx.nn.QuantizedLinear` its parameters are frozen and +will not be included in any gradient computation. + :class:`ShardedToAllLinear ` ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ @@ -32,18 +36,18 @@ For example, consider an :class:`mlx.nn.ShardedToAllLinear` layer with ``input_d .. raw:: html
- row-wise tensor parallelism + row-wise tensor parallelism
-This layer does not automatically shard the inputs along the batch dimension for you. It is necessary to create a "partial" input structure to feed into the layer. This is an intended and :ref:`useful design choice `. +This layer does not automatically shard the inputs along the feature dimension for you. It is necessary to create a "partial" input structure to feed into the layer. This is an intended and :ref:`useful design choice `. -We can create partial inputs based on rank. For example, for ``batch_size=1024``, we can create sharded inputs in the following manner: +We can create partial inputs based on rank. For example, for an input with 1024 features, we can create sharded inputs in the following manner: .. code-block:: python world = mx.distributed.init() part = ( - slice(None), # batch dimension keep everything in column + slice(None), # batch dimension: keep all batches per feature slice( world.rank() * 1024 // world.size(), # start (world.rank() + 1) * 1024 // world.size(), # end @@ -53,28 +57,27 @@ We can create partial inputs based on rank. For example, for ``batch_size=1024`` layer = nn.ShardedToAllLinear(1024, 1024, bias=False) # initialize the layer y = layer(x[part]) # process sharded input -This code splits the 1024 input features into ``world.size()`` different groups which are assigned continously based on ``world.rank()``. More information about distributed communication can be found in the :doc:`Distributed Communication ` page. +This code splits the 1024 input features into ``world.size()`` different groups which are assigned continuously based on ``world.rank()``. More information about distributed communication can be found in the :doc:`Distributed Communication <../usage/distributed>` page. -:class:`QuantizedAllToShardedLinear ` -^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ -:class:`QuantizedShardedToAllLinear ` -^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ +:class:`QuantizedShardedToAllLinear ` is the quantized equivalent of :class:`mlx.nn.ShardedToAllLinear`. +Similar to :class:`mlx.nn.QuantizedLinear` its parameters are frozen and +will not be included in any gradient computation. .. _useful_design_choices: Useful Design Choices -^^^^^^^^^^^^^^^^^^^^^ +--------------------- There are design choices made above related to when things are done automatically that are done on purpose to make model training / inference easier. Column-wise and row-wise tensor parallel layers naturally go together due to the output of the column-wise TP layer being the exact size needed for the sharded input of a row-wise TP layer. This removes the need for an intermediary gather step between the layers, reducing communication overhead. -This is why AllToShardedLinear does not aggregate results automatically and why ShardedToAllLinear does not shard inputs automatically. It is so that they can be placed in succesive order and work together easily. +This is why AllToShardedLinear does not aggregate results automatically and why ShardedToAllLinear does not shard inputs automatically. It is so that they can be placed in successive order and work together easily. We can demonstrate this through a simple model using our two types of distributed layers. .. code-block:: python - x = mx.array() # (4, 2) model input: batch size 4, feature size 2 + x = ... # some (4, 2) model input: batch size 4, feature size 2 l1 = nn.AllToShardedLinear(2, 2, bias=False) # initialize the layer l1_out = l1(x) # (4, 1) output @@ -85,9 +88,80 @@ We can demonstrate this through a simple model using our two types of distribute .. raw:: html
- column-wise tensor parallelism + column-wise tensor parallelism

A visualization of the simple MLX model using column-wise then row-wise tensor parallelism across 2 devices.

+.. _llm_inference_with_tp: +LLM Inference with Tensor Parallelism +------------------------------------- + +We can apply these TP techniques to LLMs in order to enable inference for much larger models by sharding parameters from huge layers across multiple devices. + +To demonstrate how it is possible to do this, let's apply TP to the Transformer block of our :doc:`Llama Inference <../examples/llama-inference>` example. In this example we will use the same inference script as the Llama Inference example which can be found in `mlx-examples`_. + +Our first edit is to initialize the distributed communication group and get the current process rank: + +.. code-block:: python + + world = mx.distributed.init() + rank = world.rank() + +Next, let's look at the current architecture of the transformer block and see how we can apply tensor parallelism: + +.. raw:: html + +
+ llama transformer example +
+ + +This architecture has two natural places where our column-wise then row-wise tensor parallelism paradigm can be applied: the attention block and the FFN block. Both follow the same pattern: multiple parallel linear layers operating on the same input, followed by a single output linear layer. In the attention block, the Q, K, and V projections are sharded column-wise, and the output projection is sharded row-wise. In the FFN block, the gate and up projections are sharded column-wise, and the down projection is sharded row-wise. + +The intermediate operations between the linear layers (RoPE, softmax, scaled dot-product attention in the attention block, and element-wise multiplication in the FFN block) do not impede the use of our TP paradigm. These operations are either: + +- **Element-wise operations** (RoPE, element-wise multiplication): These operate independently on each element or position, preserving the sharding pattern without requiring cross-device communication. + +- **Operations on non-sharded dimensions** (softmax, scaled dot-product attention): These operate along dimensions that are not sharded (such as the sequence length or head dimensions), so they can be computed independently on each device. The attention computation ``Q @ K^T`` and ``scores @ V`` work correctly with sharded Q, K, V tensors because the matrix multiplications are performed along the sharded feature dimension, and the results remain properly sharded for the subsequent row-wise TP layer. + +The :func:`mlx.nn.layers.distributed.shard_linear` utility function simplifies creating tensor parallel layers based on existing Linear layers. Similarly, :func:`mlx.nn.layers.distributed.shard_inplace` does the same thing but changes the existing Linear layer instead of creating a new one. If the input is a :class:`mlx.nn.QuantizedLinear` layer, it automatically returns the corresponding quantized tensor parallel layer. + +The following code shows how to shard the Attention block. The Q, K, and V projection layers are converted to column-wise sharded layers (all-to-sharded), while the output projection is converted to a row-wise sharded layer (sharded-to-all). The number of heads and repeats are also adjusted to account for the sharding: + +.. code-block:: python + + # ... in Attention class + def shard(self, group: mx.distributed.Group): + self.n_heads = self.n_heads // group.size() + self.n_kv_heads = self.n_kv_heads // group.size() + self.repeats = self.n_heads // self.n_kv_heads + + self.wq = nn.layers.distributed.shard_linear(self.wq, "all-to-sharded", group=group) + self.wk = nn.layers.distributed.shard_linear(self.wk, "all-to-sharded", group=group) + self.wv = nn.layers.distributed.shard_linear(self.wv, "all-to-sharded", group=group) + self.wo = nn.layers.distributed.shard_linear(self.wo, "sharded-to-all", group=group) + +Similarly, the FeedForward block is sharded by converting the gate (w1) and up (w3) projections to column-wise sharded layers, and the down projection (w2) to a row-wise sharded layer: + +.. code-block:: python + + # ... in FeedForward class + def shard(self, group: mx.distributed.Group): + self.w1 = nn.layers.distributed.shard_linear(self.w1, "all-to-sharded", group=group) + self.w2 = nn.layers.distributed.shard_linear(self.w2, "sharded-to-all", group=group) + self.w3 = nn.layers.distributed.shard_linear(self.w3, "all-to-sharded", group=group) + +Finally, in our :code:`load_model` function, we need to apply our sharding functions to all transformer layers when using multiple devices: + +.. code-block:: python + + # ... in load_model function + if world.size() > 1: + # convert Linear layers in Transformer/FFN to appropriate Sharded Layers + for layer in model.layers: + layer.attention.shard(group=world) + layer.feed_forward.shard(group=world) +This allows us to use the llama inference file as normal when running :code:`python llama.py`, but now we can also use it running across two (or more) devices via :code:`mlx.launch -n 2 llama.py`. +.. _mlx-examples: https://github.com/ml-explore/mlx-examples/tree/main/llms/llama From 074cb2ca92ab0e4759be1decc95a0598d291e60c Mon Sep 17 00:00:00 2001 From: stefpi <19478336+stefpi@users.noreply.github.com> Date: Sun, 11 Jan 2026 14:19:28 -0500 Subject: [PATCH 5/8] docs: cleanup up tp inference --- docs/src/examples/tensor_parallelism.rst | 46 +++++++++++++++++------- 1 file changed, 33 insertions(+), 13 deletions(-) diff --git a/docs/src/examples/tensor_parallelism.rst b/docs/src/examples/tensor_parallelism.rst index 145f19a4f8..f8ccd58bf9 100644 --- a/docs/src/examples/tensor_parallelism.rst +++ b/docs/src/examples/tensor_parallelism.rst @@ -1,10 +1,12 @@ Tensor Parallelism ================== -MLX enables efficient implementation of tensor parallelism *(TP)* through its implementation of distributed layers. In this example we will explore what these layers are and create a small inference script for Llama family transformer models using MLX tensor parallelism. +MLX enables efficient implementation of tensor parallelism *(TP)* through its implementation of distributed layers. In this example, we will explore what these layers are and create a small inference script for Llama family transformer models using MLX tensor parallelism. + + +Sharded Layers +-------------- -MLX Sharded Layers ------------------- :class:`AllToShardedLinear ` ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ @@ -17,15 +19,16 @@ For example, consider an :class:`mlx.nn.AllToShardedLinear` layer with ``input_d
column-wise tensor parallelism -

Check out huggingface ultrascale-playbook to learn about TP more in depth.

+

Check out huggingface ultrascale-playbook to learn more about tensor parallelism in LLMs.

This layer does not automatically gather all outputs from each device. This is an intended and :ref:`useful design choice `. :class:`QuantizedAllToShardedLinear ` is the quantized equivalent of :class:`mlx.nn.AllToShardedLinear`. -Similar to :class:`mlx.nn.QuantizedLinear` its parameters are frozen and +Similar to :class:`mlx.nn.QuantizedLinear`, its parameters are frozen and will not be included in any gradient computation. + :class:`ShardedToAllLinear ` ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ @@ -60,16 +63,32 @@ We can create partial inputs based on rank. For example, for an input with 1024 This code splits the 1024 input features into ``world.size()`` different groups which are assigned continuously based on ``world.rank()``. More information about distributed communication can be found in the :doc:`Distributed Communication <../usage/distributed>` page. :class:`QuantizedShardedToAllLinear ` is the quantized equivalent of :class:`mlx.nn.ShardedToAllLinear`. -Similar to :class:`mlx.nn.QuantizedLinear` its parameters are frozen and +Similar to :class:`mlx.nn.QuantizedLinear`, its parameters are frozen and will not be included in any gradient computation. + +Shard Utility Functions +----------------------- + +:func:`shard_linear ` +^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + +Converts a regular linear layer into a tensor parallel layer that distributes computation across multiple devices. Takes an existing :class:`mlx.nn.Linear` or :class:`mlx.nn.QuantizedLinear` layer and returns a new distributed layer (either :class:`mlx.nn.AllToShardedLinear` or :class:`mlx.nn.ShardedToAllLinear`, depending on the sharding type). The original layer is not modified. + +:func:`shard_inplace ` +^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + +Splits the parameters of an existing layer across multiple devices by modifying the layer in-place. Unlike :func:`shard_linear `, this function does not create a new layer or add distributed communication. The layer itself must handle distributed communication if needed. + + .. _useful_design_choices: + Useful Design Choices --------------------- -There are design choices made above related to when things are done automatically that are done on purpose to make model training / inference easier. +The design choices above regarding when operations are done automatically are intentional and make model training and inference easier. -Column-wise and row-wise tensor parallel layers naturally go together due to the output of the column-wise TP layer being the exact size needed for the sharded input of a row-wise TP layer. This removes the need for an intermediary gather step between the layers, reducing communication overhead. +Column-wise and row-wise tensor parallel layers naturally go together because the output of the column-wise TP layer is exactly the size needed for the sharded input of a row-wise TP layer. This removes the need for an intermediate gather step between the layers, reducing communication overhead. This is why AllToShardedLinear does not aggregate results automatically and why ShardedToAllLinear does not shard inputs automatically. It is so that they can be placed in successive order and work together easily. @@ -92,13 +111,13 @@ We can demonstrate this through a simple model using our two types of distribute

A visualization of the simple MLX model using column-wise then row-wise tensor parallelism across 2 devices.

-.. _llm_inference_with_tp: + LLM Inference with Tensor Parallelism ------------------------------------- We can apply these TP techniques to LLMs in order to enable inference for much larger models by sharding parameters from huge layers across multiple devices. -To demonstrate how it is possible to do this, let's apply TP to the Transformer block of our :doc:`Llama Inference <../examples/llama-inference>` example. In this example we will use the same inference script as the Llama Inference example which can be found in `mlx-examples`_. +To demonstrate this, let's apply TP to the Transformer block of our :doc:`Llama Inference <../examples/llama-inference>` example. In this example, we will use the same inference script as the Llama Inference example, which can be found in `mlx-examples`_. Our first edit is to initialize the distributed communication group and get the current process rank: @@ -124,7 +143,7 @@ The intermediate operations between the linear layers (RoPE, softmax, scaled dot - **Operations on non-sharded dimensions** (softmax, scaled dot-product attention): These operate along dimensions that are not sharded (such as the sequence length or head dimensions), so they can be computed independently on each device. The attention computation ``Q @ K^T`` and ``scores @ V`` work correctly with sharded Q, K, V tensors because the matrix multiplications are performed along the sharded feature dimension, and the results remain properly sharded for the subsequent row-wise TP layer. -The :func:`mlx.nn.layers.distributed.shard_linear` utility function simplifies creating tensor parallel layers based on existing Linear layers. Similarly, :func:`mlx.nn.layers.distributed.shard_inplace` does the same thing but changes the existing Linear layer instead of creating a new one. If the input is a :class:`mlx.nn.QuantizedLinear` layer, it automatically returns the corresponding quantized tensor parallel layer. +To implement sharding in our Llama inference, we use :func:`shard_linear ` to get sharded linear layers with distributed communication. This is easier than using :func:`shard_inplace ` and implementing the steps manually in the :code:`__call__` function. The following code shows how to shard the Attention block. The Q, K, and V projection layers are converted to column-wise sharded layers (all-to-sharded), while the output projection is converted to a row-wise sharded layer (sharded-to-all). The number of heads and repeats are also adjusted to account for the sharding: @@ -140,9 +159,10 @@ The following code shows how to shard the Attention block. The Q, K, and V proje self.wk = nn.layers.distributed.shard_linear(self.wk, "all-to-sharded", group=group) self.wv = nn.layers.distributed.shard_linear(self.wv, "all-to-sharded", group=group) self.wo = nn.layers.distributed.shard_linear(self.wo, "sharded-to-all", group=group) - + Similarly, the FeedForward block is sharded by converting the gate (w1) and up (w3) projections to column-wise sharded layers, and the down projection (w2) to a row-wise sharded layer: + .. code-block:: python # ... in FeedForward class @@ -162,6 +182,6 @@ Finally, in our :code:`load_model` function, we need to apply our sharding funct layer.attention.shard(group=world) layer.feed_forward.shard(group=world) -This allows us to use the llama inference file as normal when running :code:`python llama.py`, but now we can also use it running across two (or more) devices via :code:`mlx.launch -n 2 llama.py`. +This allows us to use the llama inference file as normal when running :code:`python llama.py`, but now we can also run it across two (or more) devices via :code:`mlx.launch -n 2 llama.py`. .. _mlx-examples: https://github.com/ml-explore/mlx-examples/tree/main/llms/llama From 8d93b9111a7b61ecb49009824db719fdf211bc79 Mon Sep 17 00:00:00 2001 From: stefpi <19478336+stefpi@users.noreply.github.com> Date: Sun, 11 Jan 2026 16:03:50 -0500 Subject: [PATCH 6/8] docs: add nn/distributed to index routines and helpers --- docs/src/python/nn.rst | 1 + docs/src/python/nn/distributed.rst | 31 ++++++++++++++++++++++++++++++ 2 files changed, 32 insertions(+) create mode 100644 docs/src/python/nn/distributed.rst diff --git a/docs/src/python/nn.rst b/docs/src/python/nn.rst index 5a7344d9f5..00f7f95456 100644 --- a/docs/src/python/nn.rst +++ b/docs/src/python/nn.rst @@ -183,3 +183,4 @@ In detail: nn/functions nn/losses nn/init + nn/distributed diff --git a/docs/src/python/nn/distributed.rst b/docs/src/python/nn/distributed.rst new file mode 100644 index 0000000000..d7e2ea0a8d --- /dev/null +++ b/docs/src/python/nn/distributed.rst @@ -0,0 +1,31 @@ +.. _distributed: + +Distributed +----------- + +Helper Routines +^^^^^^^^^^^^^^^ + +The :code:`mlx.nn.layers.distributed` package contains helpful routines for creating sharded layers easily from existing :class:`Modules `. + +.. currentmodule:: mlx.nn.layers.distributed +.. autosummary:: + :toctree: _autosummary + + shard_linear + shard_inplace + +Layers +^^^^^^ + +The :code:`mlx.nn` package contains helpful layers for creating distributed models with sharded parameters. + +.. currentmodule:: mlx.nn +.. autosummary:: + :toctree: _autosummary + :template: nn-module-template.rst + + AllToShardedLinear + ShardedToAllLinear + QuantizedAllToShardedLinear + QuantizedShardedToAllLinear From 33d4211709f7581b798b196aa0cbd6441f33c71c Mon Sep 17 00:00:00 2001 From: stefpi <19478336+stefpi@users.noreply.github.com> Date: Thu, 15 Jan 2026 13:03:11 -0500 Subject: [PATCH 7/8] docs: extract data parallel training into seperate example doc --- docs/src/examples/data_parallelism.rst | 90 ++++++++++++++++++++++++ docs/src/examples/tensor_parallelism.rst | 6 +- docs/src/index.rst | 1 + docs/src/usage/distributed.rst | 86 ++-------------------- 4 files changed, 99 insertions(+), 84 deletions(-) create mode 100644 docs/src/examples/data_parallelism.rst diff --git a/docs/src/examples/data_parallelism.rst b/docs/src/examples/data_parallelism.rst new file mode 100644 index 0000000000..b68f70a16b --- /dev/null +++ b/docs/src/examples/data_parallelism.rst @@ -0,0 +1,90 @@ +.. _data_parallelism: + +Data Parallelism +================ + +MLX enables efficient data parallel distributed training through its distributed communication primitives. + +.. _training_example: + +Training Example +---------------- + +In this section we will adapt an MLX training loop to support data parallel +distributed training. Namely, we will average the gradients across a set of +hosts before applying them to the model. + +Our training loop looks like the following code snippet if we omit the model, +dataset and optimizer initialization. + +.. code:: python + + model = ... + optimizer = ... + dataset = ... + + def step(model, x, y): + loss, grads = loss_grad_fn(model, x, y) + optimizer.update(model, grads) + return loss + + for x, y in dataset: + loss = step(model, x, y) + mx.eval(loss, model.parameters()) + +All we have to do to average the gradients across machines is perform an +:func:`all_sum` and divide by the size of the :class:`Group`. Namely we +have to :func:`mlx.utils.tree_map` the gradients with following function. + +.. code:: python + + def all_avg(x): + return mx.distributed.all_sum(x) / mx.distributed.init().size() + +Putting everything together our training loop step looks as follows with +everything else remaining the same. + +.. code:: python + + from mlx.utils import tree_map + + def all_reduce_grads(grads): + N = mx.distributed.init().size() + if N == 1: + return grads + return tree_map( + lambda x: mx.distributed.all_sum(x) / N, + grads + ) + + def step(model, x, y): + loss, grads = loss_grad_fn(model, x, y) + grads = all_reduce_grads(grads) # <--- This line was added + optimizer.update(model, grads) + return loss + +Utilizing ``nn.average_gradients`` +^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + +Although the code example above works correctly; it performs one communication +per gradient. It is significantly more efficient to aggregate several gradients +together and perform fewer communication steps. + +This is the purpose of :func:`mlx.nn.average_gradients`. The final code looks +almost identical to the example above: + +.. code:: python + + model = ... + optimizer = ... + dataset = ... + + def step(model, x, y): + loss, grads = loss_grad_fn(model, x, y) + grads = mx.nn.average_gradients(grads) # <---- This line was added + optimizer.update(model, grads) + return loss + + for x, y in dataset: + loss = step(model, x, y) + mx.eval(loss, model.parameters()) \ No newline at end of file diff --git a/docs/src/examples/tensor_parallelism.rst b/docs/src/examples/tensor_parallelism.rst index f8ccd58bf9..cd0cf076fd 100644 --- a/docs/src/examples/tensor_parallelism.rst +++ b/docs/src/examples/tensor_parallelism.rst @@ -1,3 +1,5 @@ +.. _tensor_parallelism: + Tensor Parallelism ================== @@ -60,7 +62,7 @@ We can create partial inputs based on rank. For example, for an input with 1024 layer = nn.ShardedToAllLinear(1024, 1024, bias=False) # initialize the layer y = layer(x[part]) # process sharded input -This code splits the 1024 input features into ``world.size()`` different groups which are assigned continuously based on ``world.rank()``. More information about distributed communication can be found in the :doc:`Distributed Communication <../usage/distributed>` page. +This code splits the 1024 input features into ``world.size()`` different groups which are assigned continuously based on ``world.rank()``. More information about distributed communication can be found in the :ref:`Distributed Communication ` page. :class:`QuantizedShardedToAllLinear ` is the quantized equivalent of :class:`mlx.nn.ShardedToAllLinear`. Similar to :class:`mlx.nn.QuantizedLinear`, its parameters are frozen and @@ -117,7 +119,7 @@ LLM Inference with Tensor Parallelism We can apply these TP techniques to LLMs in order to enable inference for much larger models by sharding parameters from huge layers across multiple devices. -To demonstrate this, let's apply TP to the Transformer block of our :doc:`Llama Inference <../examples/llama-inference>` example. In this example, we will use the same inference script as the Llama Inference example, which can be found in `mlx-examples`_. +To demonstrate this, let's apply TP to the Transformer block of our :doc:`Llama Inference ` example. In this example, we will use the same inference script as the Llama Inference example, which can be found in `mlx-examples`_. Our first edit is to initialize the distributed communication group and get the current process rank: diff --git a/docs/src/index.rst b/docs/src/index.rst index 61d0988489..74c52aaa2b 100644 --- a/docs/src/index.rst +++ b/docs/src/index.rst @@ -54,6 +54,7 @@ are the CPU and GPU. examples/linear_regression examples/mlp examples/llama-inference + examples/data_parallelism examples/tensor_parallelism .. toctree:: diff --git a/docs/src/usage/distributed.rst b/docs/src/usage/distributed.rst index 54d6617ffe..1f271835cc 100644 --- a/docs/src/usage/distributed.rst +++ b/docs/src/usage/distributed.rst @@ -117,89 +117,11 @@ The following examples aim to clarify the backend initialization logic in MLX: world_ring = mx.distributed.init(backend="ring") world_any = mx.distributed.init() # same as MPI because it was initialized first! -.. _training_example: +Distributed Program Examples +---------------------------- -Training Example ----------------- - -In this section we will adapt an MLX training loop to support data parallel -distributed training. Namely, we will average the gradients across a set of -hosts before applying them to the model. - -Our training loop looks like the following code snippet if we omit the model, -dataset and optimizer initialization. - -.. code:: python - - model = ... - optimizer = ... - dataset = ... - - def step(model, x, y): - loss, grads = loss_grad_fn(model, x, y) - optimizer.update(model, grads) - return loss - - for x, y in dataset: - loss = step(model, x, y) - mx.eval(loss, model.parameters()) - -All we have to do to average the gradients across machines is perform an -:func:`all_sum` and divide by the size of the :class:`Group`. Namely we -have to :func:`mlx.utils.tree_map` the gradients with following function. - -.. code:: python - - def all_avg(x): - return mx.distributed.all_sum(x) / mx.distributed.init().size() - -Putting everything together our training loop step looks as follows with -everything else remaining the same. - -.. code:: python - - from mlx.utils import tree_map - - def all_reduce_grads(grads): - N = mx.distributed.init().size() - if N == 1: - return grads - return tree_map( - lambda x: mx.distributed.all_sum(x) / N, - grads - ) - - def step(model, x, y): - loss, grads = loss_grad_fn(model, x, y) - grads = all_reduce_grads(grads) # <--- This line was added - optimizer.update(model, grads) - return loss - -Utilizing ``nn.average_gradients`` -^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ - -Although the code example above works correctly; it performs one communication -per gradient. It is significantly more efficient to aggregate several gradients -together and perform fewer communication steps. - -This is the purpose of :func:`mlx.nn.average_gradients`. The final code looks -almost identical to the example above: - -.. code:: python - - model = ... - optimizer = ... - dataset = ... - - def step(model, x, y): - loss, grads = loss_grad_fn(model, x, y) - grads = mx.nn.average_gradients(grads) # <---- This line was added - optimizer.update(model, grads) - return loss - - for x, y in dataset: - loss = step(model, x, y) - mx.eval(loss, model.parameters()) +- :ref:`Data Parallelism ` +- :ref:`Tensor Parallelism ` .. _ring_section: From 8e9e63a63a8890aca5e7b545a2429df8142ac60b Mon Sep 17 00:00:00 2001 From: Awni Hannun Date: Wed, 28 Jan 2026 12:39:47 -0800 Subject: [PATCH 8/8] Nits --- docs/src/examples/data_parallelism.rst | 9 +- docs/src/examples/tensor_parallelism.rst | 172 +++++++++++++++-------- docs/src/python/nn/distributed.rst | 7 +- python/mlx/nn/layers/quantized.py | 5 +- 4 files changed, 121 insertions(+), 72 deletions(-) diff --git a/docs/src/examples/data_parallelism.rst b/docs/src/examples/data_parallelism.rst index b68f70a16b..b1592611d6 100644 --- a/docs/src/examples/data_parallelism.rst +++ b/docs/src/examples/data_parallelism.rst @@ -3,7 +3,8 @@ Data Parallelism ================ -MLX enables efficient data parallel distributed training through its distributed communication primitives. +MLX enables efficient data parallel distributed training through its +distributed communication primitives. .. _training_example: @@ -15,7 +16,7 @@ distributed training. Namely, we will average the gradients across a set of hosts before applying them to the model. Our training loop looks like the following code snippet if we omit the model, -dataset and optimizer initialization. +dataset, and optimizer initialization. .. code:: python @@ -63,7 +64,7 @@ everything else remaining the same. optimizer.update(model, grads) return loss -Utilizing ``nn.average_gradients`` +Using ``nn.average_gradients`` ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ Although the code example above works correctly; it performs one communication @@ -87,4 +88,4 @@ almost identical to the example above: for x, y in dataset: loss = step(model, x, y) - mx.eval(loss, model.parameters()) \ No newline at end of file + mx.eval(loss, model.parameters()) diff --git a/docs/src/examples/tensor_parallelism.rst b/docs/src/examples/tensor_parallelism.rst index cd0cf076fd..04717678ec 100644 --- a/docs/src/examples/tensor_parallelism.rst +++ b/docs/src/examples/tensor_parallelism.rst @@ -3,70 +3,72 @@ Tensor Parallelism ================== -MLX enables efficient implementation of tensor parallelism *(TP)* through its implementation of distributed layers. In this example, we will explore what these layers are and create a small inference script for Llama family transformer models using MLX tensor parallelism. - +In this example, we will explore how tensor parallelism (TP) works in MLX. We +will start with an overview of the distributed layers in ``mlx.nn`` and then +show how to do tensor parallelism Llama-style transformer models. Sharded Layers -------------- - :class:`AllToShardedLinear ` ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ -Column-wise tensor parallelism. This layer replicates a common input and shards the weight matrix along the output dimension (column-wise) across all devices in the :class:`mlx.core.distributed.Group`. The layer produces a sharded output. +This layer replicates a common input and shards the weight matrix along the +output dimension across all devices in the :class:`mlx.core.distributed.Group`. +The layer produces a sharded output. -For example, consider an :class:`mlx.nn.AllToShardedLinear` layer with ``input_dims=2`` and ``output_dims=2``, a batched input of shape ``(4, 2)``, and a device group with 2 devices. The layer shards the weight matrix column-wise across the two devices, where each device receives the full input and computes a partial output. +For example, consider an :class:`mlx.nn.AllToShardedLinear` layer with +``input_dims=2`` and ``output_dims=2``, a batched input of shape ``(4, 2)``, +and a device group with 2 devices. The layer shards the weight matrix along the +output dimension across the two devices, where each device receives the full +input and computes a partial output. .. raw:: html
column-wise tensor parallelism -

Check out huggingface ultrascale-playbook to learn more about tensor parallelism in LLMs.

-This layer does not automatically gather all outputs from each device. This is an intended and :ref:`useful design choice `. +This layer does not automatically gather all outputs from each device. This is +an intended and :ref:`useful design choice `. -:class:`QuantizedAllToShardedLinear ` is the quantized equivalent of :class:`mlx.nn.AllToShardedLinear`. -Similar to :class:`mlx.nn.QuantizedLinear`, its parameters are frozen and -will not be included in any gradient computation. +:class:`QuantizedAllToShardedLinear ` is +the quantized equivalent of :class:`mlx.nn.AllToShardedLinear`. Similar to +:class:`mlx.nn.QuantizedLinear`, its parameters are frozen and will not be +included in any gradient computation. :class:`ShardedToAllLinear ` ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ -Row-wise tensor parallelism. This layer expects inputs that are sharded along the feature dimension (column-wise) and shards the weight matrix along the input dimension (row-wise) across all devices in the :class:`mlx.core.distributed.Group`. The layer automatically aggregates the results using :class:`mlx.core.distributed.all_sum`, so all devices in the group will have the same result. +This layer expects inputs that are sharded along the feature dimension and +shards the weight matrix along the input dimension across all devices in the +:class:`mlx.core.distributed.Group`. The layer automatically aggregates the +results using :class:`mlx.core.distributed.all_sum`, so all devices in the +group will have the same result. -For example, consider an :class:`mlx.nn.ShardedToAllLinear` layer with ``input_dims=2`` and ``output_dims=2``, a batched input of shape ``(4, 2)``, and a device group with 2 devices. The layer shards the weight matrix row-wise and the input column-wise across the two devices. Each device computes a ``(4,2)`` output, which is then aggregated with all other device outputs to get layer output. +For example, consider an :class:`mlx.nn.ShardedToAllLinear` layer with +``input_dims=2`` and ``output_dims=2``, a batched input of shape ``(4, 2)``, +and a device group with 2 devices. The layer shards the weight matrix along the +input dimension across the two devices. Each device computes a ``(4,2)`` +output, which is then aggregated with all other device outputs to get layer +output. -.. raw:: html + .. raw:: html
row-wise tensor parallelism
-This layer does not automatically shard the inputs along the feature dimension for you. It is necessary to create a "partial" input structure to feed into the layer. This is an intended and :ref:`useful design choice `. - -We can create partial inputs based on rank. For example, for an input with 1024 features, we can create sharded inputs in the following manner: - -.. code-block:: python - - world = mx.distributed.init() - part = ( - slice(None), # batch dimension: keep all batches per feature - slice( - world.rank() * 1024 // world.size(), # start - (world.rank() + 1) * 1024 // world.size(), # end - ), - ) - - layer = nn.ShardedToAllLinear(1024, 1024, bias=False) # initialize the layer - y = layer(x[part]) # process sharded input - -This code splits the 1024 input features into ``world.size()`` different groups which are assigned continuously based on ``world.rank()``. More information about distributed communication can be found in the :ref:`Distributed Communication ` page. +This layer does not automatically shard the inputs along the feature dimension +for you. It is necessary to create a "partial" input structure to feed into the +layer. This is an intended and :ref:`useful design choice +`. -:class:`QuantizedShardedToAllLinear ` is the quantized equivalent of :class:`mlx.nn.ShardedToAllLinear`. -Similar to :class:`mlx.nn.QuantizedLinear`, its parameters are frozen and -will not be included in any gradient computation. +:class:`QuantizedShardedToAllLinear ` is +the quantized equivalent of :class:`mlx.nn.ShardedToAllLinear`. Similar to +:class:`mlx.nn.QuantizedLinear`, its parameters are frozen and will not be +included in any gradient computation. Shard Utility Functions @@ -75,12 +77,21 @@ Shard Utility Functions :func:`shard_linear ` ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ -Converts a regular linear layer into a tensor parallel layer that distributes computation across multiple devices. Takes an existing :class:`mlx.nn.Linear` or :class:`mlx.nn.QuantizedLinear` layer and returns a new distributed layer (either :class:`mlx.nn.AllToShardedLinear` or :class:`mlx.nn.ShardedToAllLinear`, depending on the sharding type). The original layer is not modified. +Converts a regular linear layer into a tensor parallel layer that distributes +computation across multiple devices. Takes an existing :class:`mlx.nn.Linear` +or :class:`mlx.nn.QuantizedLinear` layer and returns a new distributed layer +(either :class:`mlx.nn.AllToShardedLinear` or +:class:`mlx.nn.ShardedToAllLinear`, depending on the sharding type). The +original layer is not modified. :func:`shard_inplace ` ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ -Splits the parameters of an existing layer across multiple devices by modifying the layer in-place. Unlike :func:`shard_linear `, this function does not create a new layer or add distributed communication. The layer itself must handle distributed communication if needed. +Splits the parameters of an existing layer across multiple devices by modifying +the layer in-place. Unlike :func:`shard_linear +`, this function does not create a new +layer or add distributed communication. The layer itself must handle +distributed communication if needed. .. _useful_design_choices: @@ -90,11 +101,18 @@ Useful Design Choices The design choices above regarding when operations are done automatically are intentional and make model training and inference easier. -Column-wise and row-wise tensor parallel layers naturally go together because the output of the column-wise TP layer is exactly the size needed for the sharded input of a row-wise TP layer. This removes the need for an intermediate gather step between the layers, reducing communication overhead. +All-to-sharded and sharded-to-all layers naturally go together because the +output of the former layer is exactly the input needed needed for the latter. +This removes the need for an intermediate gather step between the layers, +reducing communication overhead. -This is why AllToShardedLinear does not aggregate results automatically and why ShardedToAllLinear does not shard inputs automatically. It is so that they can be placed in successive order and work together easily. +This is why :class:`mlx.nn.AllToShardedLinear` does not aggregate results +automatically and why :class:`mlx.nn.ShardedToAllLinear` does not shard inputs +automatically. It is so that they can be placed in successive order and work +together easily. -We can demonstrate this through a simple model using our two types of distributed layers. +We can demonstrate this through a simple model using our two types of +distributed layers. .. code-block:: python @@ -109,19 +127,24 @@ We can demonstrate this through a simple model using our two types of distribute .. raw:: html
- column-wise tensor parallelism -

A visualization of the simple MLX model using column-wise then row-wise tensor parallelism across 2 devices.

+ two layer tensor parallelism +

A visualization of the simple MLX model using all-to-sharded then sharded-to-all tensor parallelism across 2 devices.

LLM Inference with Tensor Parallelism ------------------------------------- -We can apply these TP techniques to LLMs in order to enable inference for much larger models by sharding parameters from huge layers across multiple devices. +We can apply these TP techniques to LLMs in order to enable inference for much +larger models by sharding parameters from huge layers across multiple devices. -To demonstrate this, let's apply TP to the Transformer block of our :doc:`Llama Inference ` example. In this example, we will use the same inference script as the Llama Inference example, which can be found in `mlx-examples`_. +To demonstrate this, let's apply TP to the Transformer block of our :doc:`Llama +Inference ` example. In this example, we will use the same +inference script as the Llama Inference example, which can be found in +`mlx-examples`_. -Our first edit is to initialize the distributed communication group and get the current process rank: +Our first edit is to initialize the distributed communication group and get the +current process rank: .. code-block:: python @@ -137,17 +160,41 @@ Next, let's look at the current architecture of the transformer block and see ho -This architecture has two natural places where our column-wise then row-wise tensor parallelism paradigm can be applied: the attention block and the FFN block. Both follow the same pattern: multiple parallel linear layers operating on the same input, followed by a single output linear layer. In the attention block, the Q, K, and V projections are sharded column-wise, and the output projection is sharded row-wise. In the FFN block, the gate and up projections are sharded column-wise, and the down projection is sharded row-wise. - -The intermediate operations between the linear layers (RoPE, softmax, scaled dot-product attention in the attention block, and element-wise multiplication in the FFN block) do not impede the use of our TP paradigm. These operations are either: - -- **Element-wise operations** (RoPE, element-wise multiplication): These operate independently on each element or position, preserving the sharding pattern without requiring cross-device communication. - -- **Operations on non-sharded dimensions** (softmax, scaled dot-product attention): These operate along dimensions that are not sharded (such as the sequence length or head dimensions), so they can be computed independently on each device. The attention computation ``Q @ K^T`` and ``scores @ V`` work correctly with sharded Q, K, V tensors because the matrix multiplications are performed along the sharded feature dimension, and the results remain properly sharded for the subsequent row-wise TP layer. - -To implement sharding in our Llama inference, we use :func:`shard_linear ` to get sharded linear layers with distributed communication. This is easier than using :func:`shard_inplace ` and implementing the steps manually in the :code:`__call__` function. - -The following code shows how to shard the Attention block. The Q, K, and V projection layers are converted to column-wise sharded layers (all-to-sharded), while the output projection is converted to a row-wise sharded layer (sharded-to-all). The number of heads and repeats are also adjusted to account for the sharding: +This architecture has two natural places where +tensor parallelism can be applied: the attention block and the FFN +block. Both follow the same pattern: multiple parallel linear layers operating +on the same input, followed by a single output linear layer. In the attention +block, the Q, K, and V projections are sharded along the output dimension (all-to-sharded), and the output +projection is sharded along the input dimension (sharded-to-all). Similarly in the FFN block, the gate and up projections +become all-to-sharded layers, and the down projection becomes an sharded-to-all layer. + +The intermediate operations between the linear layers (RoPE, softmax, scaled +dot-product attention in the attention block, and element-wise multiplication +in the FFN block) do not impede the use of our TP paradigm. These operations +are either: + +- **Element-wise operations** (RoPE, element-wise multiplication): These + operate independently on each element or position, preserving the sharding + pattern without requiring cross-device communication. + +- **Operations on non-sharded dimensions** (softmax, scaled dot-product + attention): These operate along dimensions that are not sharded (such as the + sequence length or head dimensions), so they can be computed independently on + each device. The attention computation ``Q @ K^T`` and ``scores @ V`` work + correctly with sharded Q, K, V tensors because the matrix multiplications are + performed along the sharded feature dimension, and the results remain + properly sharded for the subsequent sharded-to-all layer. + +To implement sharding in our Llama inference, we use :func:`shard_linear +` to get sharded linear layers with +distributed communication. This is easier than using :func:`shard_inplace +` and implementing the steps manually +in the :code:`__call__` function. + +The following code shows how to shard the Attention block. The Q, K, and V +projection layers are converted to all-to-sharded layers, while the output +projection is converted to a sharded-to-all layer. The number of heads are also +adjusted to account for the sharding: .. code-block:: python @@ -155,15 +202,15 @@ The following code shows how to shard the Attention block. The Q, K, and V proje def shard(self, group: mx.distributed.Group): self.n_heads = self.n_heads // group.size() self.n_kv_heads = self.n_kv_heads // group.size() - self.repeats = self.n_heads // self.n_kv_heads self.wq = nn.layers.distributed.shard_linear(self.wq, "all-to-sharded", group=group) self.wk = nn.layers.distributed.shard_linear(self.wk, "all-to-sharded", group=group) self.wv = nn.layers.distributed.shard_linear(self.wv, "all-to-sharded", group=group) self.wo = nn.layers.distributed.shard_linear(self.wo, "sharded-to-all", group=group) -Similarly, the FeedForward block is sharded by converting the gate (w1) and up (w3) projections to column-wise sharded layers, and the down projection (w2) to a row-wise sharded layer: - +Similarly, the FeedForward block is sharded by converting the gate (w1) and up +(w3) projections to all-to-sharded layers, and the down projection (w2) to +a sharded-to-all layer: .. code-block:: python @@ -173,7 +220,8 @@ Similarly, the FeedForward block is sharded by converting the gate (w1) and up ( self.w2 = nn.layers.distributed.shard_linear(self.w2, "sharded-to-all", group=group) self.w3 = nn.layers.distributed.shard_linear(self.w3, "all-to-sharded", group=group) -Finally, in our :code:`load_model` function, we need to apply our sharding functions to all transformer layers when using multiple devices: +Finally, in our :code:`load_model` function, we need to apply our sharding +functions to all transformer layers when using multiple devices: .. code-block:: python @@ -184,6 +232,8 @@ Finally, in our :code:`load_model` function, we need to apply our sharding funct layer.attention.shard(group=world) layer.feed_forward.shard(group=world) -This allows us to use the llama inference file as normal when running :code:`python llama.py`, but now we can also run it across two (or more) devices via :code:`mlx.launch -n 2 llama.py`. +This allows us to use the llama inference file as normal when running +:code:`python llama.py`, but now we can also run it across two (or more) +devices via :code:`mlx.launch -n 2 llama.py`. .. _mlx-examples: https://github.com/ml-explore/mlx-examples/tree/main/llms/llama diff --git a/docs/src/python/nn/distributed.rst b/docs/src/python/nn/distributed.rst index d7e2ea0a8d..07dd8e2308 100644 --- a/docs/src/python/nn/distributed.rst +++ b/docs/src/python/nn/distributed.rst @@ -1,4 +1,4 @@ -.. _distributed: +.. _nn_distributed: Distributed ----------- @@ -6,7 +6,8 @@ Distributed Helper Routines ^^^^^^^^^^^^^^^ -The :code:`mlx.nn.layers.distributed` package contains helpful routines for creating sharded layers easily from existing :class:`Modules `. +The :code:`mlx.nn.layers.distributed` package contains helpful routines to +create sharded layers from existing :class:`Modules `. .. currentmodule:: mlx.nn.layers.distributed .. autosummary:: @@ -18,8 +19,6 @@ The :code:`mlx.nn.layers.distributed` package contains helpful routines for crea Layers ^^^^^^ -The :code:`mlx.nn` package contains helpful layers for creating distributed models with sharded parameters. - .. currentmodule:: mlx.nn .. autosummary:: :toctree: _autosummary diff --git a/python/mlx/nn/layers/quantized.py b/python/mlx/nn/layers/quantized.py index 0e520d1517..15bbfa76dd 100644 --- a/python/mlx/nn/layers/quantized.py +++ b/python/mlx/nn/layers/quantized.py @@ -295,9 +295,8 @@ class QQLinear(Module): Compared to the :class:`mlx.nn.QuantizedLinear` layer, this layer quantizes the input as well and includes weights in gradient computations. - :obj:`QQLinear` also provides: - - the class method :meth:`from_linear` to convert :class:`mlx.nn.Linear` - layers to :obj:`QQLinear` layers. + :obj:`QQLinear` also provides the class method :meth:`from_linear` to + convert :class:`mlx.nn.Linear` layers to :obj:`QQLinear` layers. Note: This layer does not support a bias term yet.
- column-wise tensor parallelism + column-wise tensor parallelism

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+ column-wise tensor parallelism +

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+