Statistically Lossless Qwen3.8 27B GGUF Quants Hit ~99% EAR at 23GB, Feels FP8-like

Dany0 · reddit · 2026-10-28

A Reddit user tested new "statistically lossless" GGUF quantizations of Qwen3.8 27B, possibly from the IST-DASLab SLQ paper (arXiv 2605.02404). After 30k tokens of informal testing, they report quality on par with or better than FP8.

A fidelity-vs-size chart shows SLQ EAR99 (23.3GB) reaching 99% EAR, clearly beating the similarly-sized UD-Q6KXL (24.9GB), with EAR98.5 and EAR98 checkpoints also outperforming donor GGUFs at matching sizes. If it holds up, this means near-full-precision quality at lower VRAM for local deployments.

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