Bonsai 27B Deep Dive – 1-Bit, Ternary & Full Precision Compared!
Source
youtube.com
Author
Bijan Bowen
Date
Why it matters
Shows what extreme low-bit quantizationShrinking a model by storing its numbers less precisely — like rounding — so it runs faster and fits on smaller hardware, at a small quality cost.Full definition → actually costs on agentic coding and codebase-understanding tasks, using one 27B model held constant across binary, ternary, and full-precision variants.
Terms in this piece · Glossary
quantization — Shrinking a model by storing its numbers less precisely — like rounding — so it runs faster and fits on smaller hardware, at a small quality cost.
