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The Transformer Family Version 2.0

Many new Transformer architecture improvements have been proposed since my last post on “The Transformer Family” about three years ago. Here I did a big refactoring and enrichment of that 2020 post — restructure the hierarchy of sections and improve many sections with more recent papers. Version 2.0 is a superset of the old version, about twice the length. Notations Symbol Meaning $d$ The model size / hidden state dimension / positional encoding size.
Mostafa Dehghani Olah Carter Emilio Parisotto Sainbayar Sukhbaatar Alex Graves Longformer Beltagy

Lisa's Wanderings Around Japan/ Yoro: Feeling Zenlike at the Site of Reversible Destiny : The Asahi Shimbun

The Critical Resemblance House is the main attraction of the Site of Reversible Destiny park in Yoro, Gifu Prefecture. The roof is shaped like a map of Gifu and there is a maze inside, with upside-down furniture hanging off the walls. If you look up at the ceiling, you see an identical world in reverse. (Photo by Lisa Vogt) Weird. Crazy. I wonder how much money was put into creating this mega... mega... park in Yoro, Gifu Prefecture. Park? I donโ€™t know what to call it. I suppose it can be cal...
Madeline Gins Shusaku Arakawa Japan Broadcasting Corp Reversible Destiny Japan Broadcasting Clearest Confusion
Source: asahi.com

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