Do faster quantized LLMs (Basalt, Infernix, Strata-nvfp4) trade away quality?

Kooky-Mode3047 · reddit · 2026-11-03

A Reddit poster asks for quality-degradation benchmarks comparing Basalt, Infernix and Strata(-nvfp4) quantized variants—beyond raw speed, since fast wrong answers are worthless. Notes: Basalt lacks dynamic RoPE scaling (static YaRN at 2x for 524K context from load) and ships without a censorship switch, though the machinery exists and is trivial to add. The thread centers on the practical local-deployment tradeoff of speed vs quality.

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