apply-protected-cast.sh splices derive-protected-experts.py output into
the recipe's PROTECTED-BEGIN/END section (refuses to re-derive, trashes
the pre-edit recipe). kld-gate-swift15.sh boots the candidate on the
serving pin in --kld-ref mode (pool fully resident, no disk tier) and
enforces mean KL<=0.03 / top-1>=95% from the JSON report.
- download-frank-primary-swift15.sh: ukisai/Swift1.5-Qwen3.8-Flash-Next
(BF16, 131 shards + index + configs, 360037355038 B = 335.3 GiB, ungated)
via the vendored hfget.sh; verify = listed sizes + 131-shard weight-map
count + every shard's sha256 against the Hub LFS oid. Pattern cloned
from scripts/download-frank-primary.sh.
- qwen4exp-swift15-w4dn8-i8-hc8m.recipe: routed experts with DOWN at
block-fp8 (rtn codes=fp8_e4m3 block=128x128 scale=bf16, the served
FP8-native tile form; moe_gemm_fp8a8 reads it; minicpm5-2b is the
shipped bf16->fp8a8 precedent) and gate_up at w4nl64 GPTQ cd=3;
hc/MTP-fc fp8, trunk i8, lm_head i8, PLE fixed scale, draft_head u2
(inert). Protected-expert cast lines carry the BASE checkpoint's names
as a warm start; the derivation step rewrites them from Swift's own
calibration recording before the recipe is ever run (law documented
in the file).
Frank