117 configurations tested. Sweep results published with the model files.
Part of the v2 Qwen3-family cohort — parallel Qwen3-family RYS-applied weights from April 2026, expanded alongside the v1 Qwen2.5 cross-scale collection. (The "four model scales" originally referenced here was a Qwen3-only expansion; the original v1 writeup described Qwen2.5 cross-scale + Qwen3-32B as headline.)
Where this sits in the Sovereign Collection
v1 — Qwen2.5 cross-scale + Qwen3-32B headline crossover (the original v1 intent per the 2026-04-11 writeup). 5 model repos on HuggingFace; see john-broadway.
Attribution: John Broadway, with collaboration from Claude (Opus 4.6 in April 2026 build; Opus 4.7 in May 2026 cross-architecture analysis and family-relabeling). Original RYS method by David Ng on Qwen2-72B; sweep toolkit by alainnothere.
v2 cross-architecture context (2026-05-13)
This model's place in the v2 curve: baseline reasoning 52.94%, peak RYS Δ +29.41%. Of 117 swept configurations, 71 boost reasoning >5% — the highest hit rate in the corpus. The (16,19) block is one of the consistent boosters at L16-19.
Pearson r(baseline reasoning, peak RYS lift) = −0.726. Weak baselines lift more, in their weakest dimension.
Three RYS-recoverable suppression mechanisms identified: under-training scale, MoE routing inefficiency, specialization training trade-off.
One published negative result (SmolLM2-1.7B). RYS is not universal.
v2 attribution: John Broadway, with cross-architecture analysis by Claude (Opus 4.7). Original RYS method by David Ng; circuit-finder toolkit by alainnothere.
