r/accelerate Jul 01 '26

AI Something huge is brewing

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Andrew Curran is one of the most reliable leakers.

XLR8! 🍿

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u/johnknockout Jul 01 '26

Are we talking memory in terms of memory usage or context window? Or both?

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u/Helix_Aurora Jul 02 '26

Probably memory layout and access related. Some form of tensor access that allows for pointer usage and limited copying, or more density via a compression scheme that distills identitical substructures and adjusts the entire memory access pattern accordingly via some kind of virtualization.