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Hybrid sharding with specific number of replicas #540

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merged 5 commits into from
Apr 17, 2024

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2015aroras
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Adds the ability to specify the number of model instances when using a hybrid sharding strategy. If the number of instances is less than the number of nodes, multiple nodes will be used per instance.

@epwalsh
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epwalsh commented Apr 15, 2024

@2015aroras can we get this merged? Then I'll follow up with another PR for the optimizer stuff

@2015aroras 2015aroras marked this pull request as ready for review April 15, 2024 17:47
@2015aroras 2015aroras requested a review from epwalsh April 15, 2024 17:48
@2015aroras 2015aroras merged commit 4ed135e into main Apr 17, 2024
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@2015aroras 2015aroras deleted the shanea/hybrid-sharding-num-groups-2 branch April 17, 2024 15:32
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2 participants