AV ComfyUI Manual
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PRACTICE LAB · FINAL PIPELINE

Final Delivery — main FLUX, upscale and output as a verifiable chain

The final lab before the capstone teaches the difference between improving a result and preserving a result. Main FLUX, optional upscale and delivery outputs are verified through separate A/B checkpoints.

CONFIRMEDARCHVIZ FOUNDATION / EXTENSION. The active main FLUX route and bypassed upscale state are grounded in the confirmed topology of the current Hansen snapshot.
CURRENT VS OPTIONAL

Two output levels

CONFIRMEDACTIVE
459PPL result
573Detail
53Decode
730LQ1 save

Direct JPG after main FLUX decode. This is the first verification point for the saved configuration.

UPSTREAM BYPASSOPTIONAL
53Decode
833Upscale
849Overlay
531 / 293HQ / LQ2

Save nodes exist, but their upscale / overlay upstream is stored in mode 4.

SAVE PROFILES

Prefix, format and route state

NODE 730LQ1 · current
upstream
53
folder
ph\[time(%Y-%m-%d)]
prefix
ph01_archviz_sdxl2flux_LQ1
file
JPG · 72 dpi · Q100
active write path
NODE 531HQ
upstream
833
folder
ph\[time(%Y-%m-%d)]
prefix
ph01_archviz_sdxl2flux_HQ
file
PNG · 300 dpi · Q100
upstream bypassed
NODE 293LQ2 · overlay
upstream
849
folder
ph\[time(%Y-%m-%d)]
prefix
ph01_archviz_sdxl2flux_LQ2
file
JPG · 72 dpi · Q100
upstream bypassed
FILESYSTEM PATH

Confirmed segment and full template

CONFIRMEDserialized subfolderph\[time(%Y-%m-%d)]
CONFIRMEDactive prefixph01_archviz_sdxl2flux_LQ1
NOT CONFIRMEDabsolute rootnot stored in the workflow JSON
OPTIONAL PATH BUILDEREnter the active ComfyUI root
NOT CONFIRMED
<ACTIVE_COMFYUI_ROOT>\output\ph\<YYYY-MM-DD>\ph01_archviz_sdxl2flux_LQ1_....jpg

The value stays in this browser and does not modify the workflow.

COMPARERS

Six visual checkpoints

NODE 71INPUT / SDXL
A · 79B · 779
current diagnostic
NODE 72SDXL / FLUX
A · 53B · 779
current diagnostic
NODE 141FLUX / UPSCALE
A · 53B · 833
after HQ enable
NODE 480MASK / PPL
A · 451B · 459
current diagnostic
NODE 518INPAINT / SOURCE
A · 509B · 552
current diagnostic
NODE 675HQ DIAGNOSTIC
A · 25B · 833
after HQ enable
Show the full PreviewImage index
General

39 ← 38 · 167 ← 165 · 233 ← 232 · 581 ← 583

Detection / masks

113 ← 550 · 340 ← 339 · 341 ← 346 · 342 ← 347 · 343 ← 350 · 344 ← 349 · 345 ← 348 · 351 ← 352 · 353 ← 354

PEOPLE

409 ← 829 · 507 ← 503 · 508 ← 522

Final · optional

15 ← 849

PROJECT EXAMPLES

Previously created images

Contemporary pavilion in a calm forest landscape above dark water01
Neutral study · ForestNOT CONFIRMED
Temporary neutral architectural placeholder for the React Atlas. Replace later with a validated course image.
File paths
Source path
Generated neutral placeholder · 2026-09-27
Static project
/assets/output/atlas-neutral-01.jpg
Contemporary interior lounge with warm light and a forest view02
Neutral study · InteriorNOT CONFIRMED
Temporary neutral architectural placeholder for the React Atlas. Replace later with a validated course image.
File paths
Source path
Generated neutral placeholder · 2026-09-27
Static project
/assets/output/atlas-neutral-02.jpg
Contemporary dark facade in a restrained urban streetscape03
Neutral study · UrbanNOT CONFIRMED
Temporary neutral architectural placeholder for the React Atlas. Replace later with a validated course image.
File paths
Source path
Generated neutral placeholder · 2026-09-27
Static project
/assets/output/atlas-neutral-03.jpg
Contemporary pavilion integrated into a landscaped forest setting04
Neutral study · LandscapeNOT CONFIRMED
Temporary neutral architectural placeholder for the React Atlas. Replace later with a validated course image.
File paths
Source path
Generated neutral placeholder · 2026-09-27
Static project
/assets/output/atlas-neutral-04.jpg

The original path is shown for provenance. The site uses only the stable copy from public/assets/output; the TEMP file may be removed by the system.

NODE 779 · IMAGE FILTER

Fan-out reference image

565upstream
779timeout 60 · send none
7 consumers232 · 477 · 157 · 429 · 71 · 72 · 509

NOT CONFIRMED The semantics of the external receiver UUID are not proven by the serialized graph.

01 · MAIN FLUX

Compare PPL return with final decode

  • Lock seed and prompt.
  • Save the checkpoint before main FLUX.
  • Run main FLUX with baseline denoise.
  • Compare architecture, people and local details before/after.
  • Do not accept refinement as successful if it looks “better” but changes approved geometry.
02 · UPSCALE

Remove bypass only after LQ is accepted

  • Accept LQ output as the content master first.
  • Enable the upscale branch separately.
  • Check seams, repeated detail, windows, people and edge artifacts.
  • If HQ changes content rather than only resolution/detail, return the branch to diagnostics.
03 · OUTPUT

Do not confuse different save routes

  • Identify which save node is the current active delivery.
  • Mark optional HQ/LQ2 outputs separately.
  • Verify filename, resolution and upstream source for each output.
04 · GOLDEN RUN

Create one reference run

  • Lock input files, seed, effective controls and enabled/bypassed modules.
  • Save key checkpoints: base, people composite, pre-FLUX, final LQ, optional HQ.
  • This run becomes the reference for future workflow changes.
05 · PASS CRITERIA

LAB 07 is complete when delivery is reproducible

  • The run can be repeated with the same effective settings.
  • You can identify which module causes every difference between checkpoints.
  • LQ/HQ/output routes are kept distinct.
  • One Golden Run exists for future regression checks.