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Distributed support
- #482
#482
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davidkoski
merged 28 commits into
ml-explore:main
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Sep 17, 2026
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Distributed support
#482
davidkoski
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ml-explore/mlx-swift:main
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PicoMLX:distributed-minimal
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Commits on Sep 15, 2026
Build the mlx-c distributed wrappers
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Enable the ring distributed backend
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Add distributed communication primitives
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Add sharded linear layers and gradient helpers
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Run distributed operations on the CPU stream by default
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Add multi process tests for the ring backend
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Verify tensor parallelism across two ranks
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Swift lint
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Return nil from initialize and split when they fail
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Build the ring backend in the Xcode project
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Move the sharded layers to a follow-up PR
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Throw from initialize and split
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Harden the multi process ring test
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List MLXDistributed in the MLX documentation topics
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Run the multi process ring test in CI
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Compile the ring test on Linux
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Document the stream the distributed operations use
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Commits on Sep 16, 2026
Bring back the sharded linear layers as Linear subclasses
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Share the multi process test harness
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Port test_shard_linear from the Python distributed tests
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Port the remaining ring tests from Python
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Port test_shard_predicate and take a predicate in shardInPlace
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Port the gradient utility tests and add clipGradNormSharded
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Fix three problems Codex found in the sharded layers
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Close the gaps against the Python layer tests
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Port test_donation
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Fix four sharding problems the Python tests could not catch
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Test swapping sharded layers into a model's Linear properties
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