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Think Smart About Sparse Compute: LatentMoE for Higher Accuracy per FLOP and per Parameter Published: Read the Paper Authors: Venmugil Elango, Nidhi Bhatia, Roger Waleffe, Rasoul Shafipour, Tomer Asida, Abhinav Khattar, Nave Assaf, Maximilian Golub, Joey Guman, Tiyasa Mitra, Ritchie Zhao, Ritika Borkar, Ran Zilberstein, Mostofa Patwary, Mohammad Shoeybi, Bita Rouhani Sparsity ≠ cheap inference Mixture-of-Experts (MoE) is often pitched as “activate a few experts, get a lot of parameters for cheap.” That framing is mostly about FLOPs—but serving doesn’t care only about FLOPs
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