VerTQ is an accelerator chip that implements Google's TurboQuant algorithm which reduces KV cache memory usage of Large ...
Within 24 hours of the release, community members began porting the algorithm to popular local AI libraries like MLX for Apple Silicon and llama.cpp.
Running a large language model is expensive, and a surprising amount of that cost comes down to memory, not computation.
At AWS, where system efficiency directly impacts millions of customers and operational costs, Vignesh Natarajan's groundbreaking optimization of the dangling pointer evaluation algorithm stands as a ...
Part 2 looks at the tradeoffs between program and data cache optimizations, and shows how to choose the best compromise. As we saw in the first two parts of this series, cache optimization is often ...
Mashable’s series Algorithms explores the mysterious lines of code that increasingly control our lives — and our futures. “The Algorithm” is impenetrable. It’s mysterious, it’s all-knowing, it’s ...