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realkeep · diffusion research

the hi-res refine, with and without the chat model resident

a 2x refine pass run twice: once with the narrator's chat model holding vram, once after unloading it. the same picture, and a very different bill. this is the measurement behind the engine's co-residency posture.

every render on this page was painted on test rig B (24G) — provably, two ways: the harness that made them renders only through that rig's own local ComfyUI, and every timestamp predates the workstation's first archived render.

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FIXED FOR THIS RUN · chat model resident or not is the only thing that moves

checkpoint albedobaseXL_v21 · sampler dpmpp_2m · scheduler karras · steps 64 · cfg 6.0 · size 1216×832

every cell opens its own specimen sheet: the render full size, its prompt verbatim, and every setting behind it.

hires smoke test

a colossal woman formed of ember and cooling lava, hundreds of feet tall, wading slowly through a night harbor city, the rooftops reaching only her knees, tiny lantern boats scattering around her ankles, seen from a distant rooftop across the harbor, her gown of falling sparks setting roofs aglow. dark fairytale, monumental scale, ember orange against indigo night, cinematic

source: 2048 pipeline smoke test 2026-07-11

chat model resident or notalbedo 2x refinealbedo 2x refine, gemma…
hires smoke test · albedo 2x refinealbedobaseXL_v21 · dpmpp_2m/karras · 64 steps · 1216×832 · seed 92001 · 282.57shires smoke test · albedo 2x refine, gemma unloadedalbedobaseXL_v21 · dpmpp_2m/karras · 64 steps · 1216×832 · seed 92002 · 80.65s

↓ receipts.json — every image on this page with its full provenance, machine-readable.

painted by: albedobase xl 2.1 — OpenRAIL++-class, credit given

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