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This is cool. And interesting, in that MoE+Transformers gets you a little bit of something for free on the training side, and a medium amount of something for f
by vessenes 3y ago
This is cool. And interesting, in that MoE+Transformers gets you a little bit of something for free on the training side, and a medium amount of something for free on the inference side -- seeing that MoE still gives those benefits with State space architectures is useful information; it looks like it's about twice as efficient in training time over non-MoE Mamba, according to the paper.
I don't understand Mamba's architecture well enough to predict much about it, but I do think we'll see significant exploration of MoE architectural ideas this year, and that will be cool!
- theLiminator 3y agoI thought training time/compute scales linearly with number of experts?
- deleted 3y ago[deleted]