GYRO quant of Qwen3.8-Flash-Next tested: near Q3 quality at much smaller size

PlasticRevenue4601 · reddit · 2026-10-16

A Redditor spent three days testing Agantai's GYRO low-bit quant of Qwen3.8-Flash-Next, which claims better KLD, top-1 accuracy and smaller size than ISTA-lab quants. Setup: GYRO Strata fork, GYRO-M quant, 200k context, k8v4 KV cache, xhigh thinking. Results: zero looping over three days (longest 2-3h autonomous runs), stable tool calls except Cyrillic text edits, solid context retention, and ISTA-2bit-level speed. Verdict: roughly ISTA Q3 quality at far smaller size — impressive work from a single contributor.

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