deepspeedai / deepspeedai/DeepSpeed
[REQUEST] Expert Choice Routing for MoE
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@awan-10 is already working on this.
Since Dec 12, 2022.
enhancement
training
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- Python
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Description
Is your feature request related to a problem? Please describe.
A paper was published regarding potentially better token-expert routing for MoE that leaves less experts under-trained.
Describe the solution you'd like
In addition to GShard's top2 and SwitchTransformer's top1 per token expert routing add expert choice routing option.
Describe alternatives you've considered
N/A
Additional context
N/A
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