diff --git a/TODO.sota/88-secryst-migration.md b/TODO.sota/88-secryst-migration.md index 290b409..410eae9 100644 --- a/TODO.sota/88-secryst-migration.md +++ b/TODO.sota/88-secryst-migration.md @@ -56,3 +56,16 @@ Chuon Nath IPA layer + SBBIC vocabulary + the khm-latn pairs), which is the WO68 data work. The migration itself is complete: every khm artefact now retrains through the framework with pinned, honest numbers. + + +## Multi-task RESULT (2026-10-27): the framework BEATS the legacy + +khm multi-task (+ task prefixes, ByT5-small, 4ep): +**dev CER 24.50%** (best; final 24.54) — vs legacy 27.57% like-for-like. +The multi-task IPA+Latin reinforcement beats the legacy artifact by +3+ points on identical data. The migration is COMPLETE and POSITIVE: +the framework-native model replaces the legacy artifact. + +Next: export the multi-task model → fixtures → gates → publish as the +khm-latn successor (owner: id + version — the convention is +khm-phonemic-1.0 under the MECE taxonomy, since the output is IPA).