The LoRA bench concluded the SD1.5 lane was invalid for garments. That was true of the
CHECKPOINT, not the lane: Hyper_Realism_1.2 was the only one the farm could reach and it is a
person-photoreal merge that framed every garment as worn-and-cropped no matter how hard you
negative-prompted. Given four non-person checkpoints, the lane works — and now beats flux.
MODELBEAST patches (John's explicit blessing; flux_local deliberately untouched because a
parallel session owned it and had already deployed LoRA + Z-Image support there):
· comfyui_sd now STACKS LoRAs. It hard-coded a single LoraLoader, so style+texture together
was impossible; `lora` now takes a list, each entry optionally `name=0.6`, chained.
· comfyui_sd gains ControlNet (loader + ApplyAdvanced + staged control image). The payoff for
a wardrobe is recolouring one garment into N colourways that share a byte-identical
silhouette, so a single cut-out alpha is reusable across every variant.
· Per-node preflight widened to LoRAs and ControlNets, and the arch-mismatch warning now fires
per LoRA. A wrong-base LoRA is a SILENT no-op, so everything fails loudly instead.
· Deployed to all three nodes that run comfyui_sd (m3ultra, ultra=m1, m4pro=m4), each backed up.
· GET /api/assets now honours ?parent_job=. It declared no such parameter, so FastAPI silently
dropped it and every caller got the whole table — 2,578 rows for a bogus id. Callers that
took rows[0] were right only by accident of newest-first ordering. Verified: bogus -> 0 rows,
real -> only its own. Restarted the queue in a zero-active-jobs window.
· Copied 4 non-person checkpoints ultra -> m3ultra over the fast LAN (12.6 GB).
wardrobegod:
· `sd` backend on /api/gen, defaulting to juggernautXL_ragnarok, with checkpoint/lora/negative
passthrough. Measured on one prompt+seed: a full isolated flat-lay where Hyper_Realism crops
a worn garment.
· flat3d template gains 'no hanger, no coat hanger' — a wire hanger appeared in most SD product
shots and keys into the cutout as if it were garment. doll2d already had the clause.
Verified end-to-end: 7/7 salvage cells ran (including a 2-LoRA stack, previously impossible),
and a Coogi knit generated through wardrobegod's own /api/gen came back isolated on white with
legible raised-knit texture.
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
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