Any plans for a Qwen3.5-122B-A10B version?
Qwen3.5-122B-A10B could also use some noise reduction and focus. Thanks for the effort either way.
you uhhh may want to check my profile :D
Alright, that looks really interesting. I'll give a try, thanks.
What are the differences between the Ornstein and Harmonic series? Which is better suited to OpenCode usage?
Is Ornstein-122-A10B using the "Second iteration of the Ornstein series with improved segment-level reasoning modeling" ?
that may have been copied via my agent from the v2 card, it was done use the Ornstein stuff. Harmonic is the data generator , it enforces structural quality via a hand-weighted composite signal score (u-shaped reasoning flow, self-correction, verification markers, coherence, etc.) and uses hard-coded minimum thresholds to accept/reject traces.
Ornstein takes the signal scores that harmonic produces and finds the optimal acceptance threshold empirically using ROC/AUC and Youden's J statistic, rather than picking the cutoff by hand. Same signal, principled threshold placement on top of it.