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14 changes: 14 additions & 0 deletions docs/RESULTS.md
Original file line number Diff line number Diff line change
Expand Up @@ -1058,3 +1058,17 @@ effect measured −1.17pp at the small tier); the teacher's three-
generation curriculum lineage (r5→r6→r7) also remains un-matched by
any single run. Two arms follow: epoch-2 extension and r7-label
distillation into the plane architecture.

## run-020 plane-distill — label-limited distillation loses to raw-text scale (2026-10-05)

Arm B of the plane-large verdict follow-up: ByT5-small plane encoder
trained on r7 teacher labels (29,322 unique pairs ×6, 3 epochs) scores
full-set **Total DER 4.4462 / Morph 2.8620**. Two clean readings:
(a) on MATCHED teacher-label supervision the plane architecture beats
the seq2seq student (4.4462 vs 4.5701 — architecture advantage
confirmed independent of supervision); (b) label-limited distillation
loses to raw-text diversity at scale (run-018's 551k unique units →
3.5905) — for the plane family the lever is unique-data volume, not
supervision source. A full-corpus teacher labeling pass (~15-20h GPU)
is the conditional distill follow-up, only if the epoch-2 arm falls
short of the 2.2864 gate.
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