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Every Byte Matters

Every byte matters Published 2026-06-01 on Farid Zakaria's Blog I have spent a large portion of my career working in Java. In that time, you get used to huge classes. Just add a new method and field to the class.

Hacker News 7d ago

Accelerating Bidiagonalization of Banded Matrices through Memory-Aware Bulge-Chasing on GPUs

arXiv:2510.12705v3 Announce Type: replace Abstract: The reduction of a banded matrix to bidiagonal form is a critical step in the calculation of Singular Values, a cornerstone of scientific computing and AI. Although inherently parallel, this step has traditionally been considered unsuitable for GPUs due to its memory-bound nature. However, recent advances in GPU architectures, such as increased L1 memory per Streaming Multiprocessor or Compute Unit and larger L2 caches, have shifted this...

arXiv CS 1d ago

A 10 year old Xeon is all you need (for 26B-A4B MTP Drafters without GPU)

A 10 year old Xeon is all you need 17 minutes read The previous post covered getting Gemma 4’s MTP drafters quantized and paired with a verifier. This one is about running the result on a machine that has no business running it. I have a recycled server.

Hacker News 9d ago