SLQ Paper Achieves Near-Lossless LLM Quantization with Speedup

A new paper introduces SLQ, a statistically-lossless quantization method that compresses LLMs to 3.3 bits/parameter while maintaining performance and delivering a 1.7x to 3.6x speedup.

2026-07-24 ~ 2026-07-25 · 2 related posts

• SLQ quantizes LLMs to 3.3 bits per parameter and still speeds up inference — TheZachMueller · 2026-07-24
• New SLQ paper claims near-lossless LLM quantization with 1.7×–3.6× speedups — pmttyji · 2026-07-25