New KV cache compaction technique cuts LLM memory 50x without accuracy loss

MIT researchers developed Attention Matching, a KV cache compaction technique that compresses LLM memory by 50x in seconds — ...
MUO on MSN

This is what makes AMD’s X3D processors so good

Nearly always the top CPU on any list you'll see.
JD Supra

Prior Art Coherency and Cache Incoherency: “Known-Technique” Rationale for Motivation to Combine

The US Court of Appeals for the Federal Circuit, addressing the issue of whether certain factual and legal conclusions relating to obviousness were supported by substantial evidence, held that the ...
insideHPC

New Paper Surveys Cache Partitioning Techniques

A new paper from IIT Hyderabad in India surveys cache partitioning techniques for multicore processors. Now accepted in ACM Computing Surveys 2017, the survey by Sparsh Mittal reviews 90 papers. As ...
Ars Technica

Why AI language models choke on too much text

The paper you linked to isn't specifically about KV caching, it's a survey of methods to efficiently scale inference. Right on the first page it says "inference cost from the attention mechanism ...
The Next Platform

Vertical L3 Cache Raises The AMD Server Performance Bar

Necessity is the mother of invention, and advances in chip packaging are catching up to those in transistor design when it comes to working in three dimensions instead of the much more limited two.