comments: replace law idiom with the mechanism it encoded

Every comment that cited a named law, an incident date, or an
internal nickname now states the underlying mechanism and why it
matters, generically: curl exit-0 artifacts and byte-count gates,
argv-in-/proc secret exposure, tag mutability vs digest pinning,
shape-specialized kernels refusing uncompiled slot counts, MTP heads
as file tensors no flag can supply, drafter/slot coupling as an
engine property, pkill -f matching its invoker, pinned-RAM pairing
with LimitMEMLOCK, one-encoding-per-table, the short-run first-token
noise floor, and the protected-expert rule. No behavior change:
comment/string text only; suite green (371 tests).
This commit is contained in:
Frank committed 2026-10-14 13:25:41 -07:00
1 parent cf6319aad7
commit 2e86445fc5
19 files changed
+74 -59

No files matched your search

+1 -1
View File
@@ -2,7 +2,7 @@
"""derive-protected-experts.py — rewrite the recipe's protected-expert section
from a calibration recording. RUNS ON DANKSERVER (venv: numpy).
The law (docs/MOE-W4.md "Protected experts", restated in the recipe):
The protection rule (docs/MOE-W4.md "Protected experts", restated in the recipe):
an expert whose share of its layer's down-input energy is at least 3% AND
at least three times its share of the routing is kept bf16; the count must
be EVEN on each rank's half of the layer (the four-bit GEMM takes the rest