Chain-of-Experts replaces one parallel MoE routing step with several sequential expert steps inside a layer, reporting lower loss and memory use in small-scale experiments.
Switch transformers: Scaling to trillion parameter models with simple and efficient sparsity.JMLR, 23(120):1–39, 2022
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Chain-of-Experts: Unlocking the Communication Power of Mixture-of-Experts Models
Chain-of-Experts replaces one parallel MoE routing step with several sequential expert steps inside a layer, reporting lower loss and memory use in small-scale experiments.