OmniOpt Maps 100+ Training Optimizers in 91-Page Unified Taxonomy and Cross-Domain Benchmark

With 100+ named optimizer variants now in play — Muon, SOAP, Adam variants, Shampoo, Cautious — there is no single reference that unifies them; OmniOpt's five-stage meta-pipeline taxonomy and cross-domain empirical benchmark fill a genuine reference gap for teams choosing production training stacks.