Earlier commits and the compose header called cyberprev "an abliteration of
Qwen3.8-27B (refusal-direction weight edit, no finetune)". That was wrong. Per
the hotdogs model card (base_model_relation: finetune), cyberprev is an
offensive-security agentic tool-calling LoRA, merged at scale 1.0, trained on
hotdogs/cyber-sft-agent-qwen38 (8,400 rows across 22 pentest tools: nmap,
sqlmap, metasploit, hydra, crackmapexec, ...). The abliteration is INHERITED
from its base (hotdogs/Qwen3.8-27B-abliterated); the new capability in this
repo is the cyber SFT itself.
So the sec-seat lineage is: mog-sec = persona on stock weights; sentinel-r3 =
pentest-trajectory SFT on stock weights; cyberprev = cyber tool-calling SFT on
an abliterated base. All three are SFT-or-prompt variants; the earlier framing
of cyberprev as "not a finetune" was backwards.
Corrects the compose header lineage block, the homepage dashboard description,
and the gateway alias comment. No functional change; the running seat and its
weights are unchanged (label refreshes on next container recreate).
vh
196416f3da