Bonsai 27B is a multi-billion parameter model small enough to fit into a smartphone. It’s useful for dev and research work, ...
At identical 2-bit precision, one decision about which axis you quantize along swings a benchmark score from 2.88 to 63.53.
Global biodiversity is in crisis, with wild vertebrate populations declining by 69% since 1970 (1). At the same time, advances in high-throughput genetic sequencing and an increase in international ...
Dr. Weatherby is the director of the Digital Theory Lab at New York University. Dr. Recht is a professor of electrical engineering and computer sciences at the University of California, Berkeley. See ...
Random rotation: Multiply the input vector by a fixed random orthogonal matrix. This makes each coordinate follow a known Beta(d/2, d/2) distribution. Lloyd-Max scalar quantization: Quantize each ...
I’m Adam Conway, an Irish technology fanatic with a BSc in Computer Science and I'm XDA’s Lead Technical Editor. My Bachelor’s thesis was conducted on the viability of benchmarking the non-functional ...
GJL has released a method for high-precision FP8 quantization of SDXL models. It is a technique called the HSWQ method. The details are described thoroughly in GJL's Note articles over several posts, ...
Forbes contributors publish independent expert analyses and insights. Dr. Lance B. Eliot is a world-renowned AI scientist and consultant. In today’s column, I examine a newly revealed technique in ...
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