Gaussian distributed weights for LLMs

The Endeavour 2026-04-18

Summary:

The previous post looked at the FP4 4-bit floating point format. This post will look at another 4-bit floating point format, NF4, and higher precision analogs. NF4 and FP4 are common bitsandbytes 4-bit data types. If you download LLM weights from Hugging Face quantized to four bits, the weights might be in NF4 or FP4 […]

The post Gaussian distributed weights for LLMs first appeared on John D. Cook.

Link:

https://www.johndcook.com/blog/2026/04/18/qlora/

From feeds:

Statistics and Visualization » The Endeavour

Tags:

ai

Authors:

John Cook

Date tagged:

04/18/2026, 12:03

Date published:

04/18/2026, 10:49