AV ComfyUI Manual
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FINAL PIPELINE · MODE 4

Saved HQ branch, tile logic and two overlays

Process UPSCALE and Process ADD LOGO are fully present in the graph, but all 25 processing nodes in these groups are saved in mode 4. The documentation describes configuration, not an executed result.

CONFIRMEDNodes, settings and bypass modes are confirmed by the derived specification
SAVED CONFIGURATION · MODE 4

Upscale and both overlays are fully preserved but disabled

53 / 834FLUX + detail
883–894Tile dimensionsorientation logic
153 / 154 / 833Ultimate Upscale4x-UltraSharp · factor control
301 / 309Overlay assets
840–849Resize + overlay
531 / 293 / 15HQ · LQ2 · Preview
BYPASS14 Upscale nodes + 11 Add Logo nodescurrent output stops at 53 → 730
01 · ULTIMATE SD UPSCALE

Node 833 receives image, model, conditioning, VAE and computed tile dimensions

CONFIRMED

Bypass

833 and 834 have mode 4.

NOT CONFIRMED

Runtime size

Actual HQ output resolution is not confirmed by a runtime test.

InputSource / stored value
Image53 → bypassed detail transfer 834 → 833
Upscale model153 · 4x-UltraSharp.pth
User factor154 = 3; linked to sizing and 833
FLUX model / prompt / negative / VAE64 / 453 / 138 / 54
Steps771 = 24 linked; node stores additional sampler settings
Stored samplerfactor 2 · 4 steps · CFG 1 · Euler · beta · denoise 0.22
Tiles1024×1024 · padding 16 · mask blur 32 · seam fix None
02 · DIMENSION LOGIC

Nodes 883–894 choose a tile base from orientation and dimensions

GetImageSize 888 reads decode 53. Compare nodes 887/891 and If nodes 889/890/892/893 select constants 883/884/894. MathExpression nodes 832/835 calculate tile height/width for 833 using factor 154.

CONFIRMED

Stored constants

883=1152, 884=896, 894=1024; all sizing logic is mode 4.

INFERRED

Purpose

The logic adapts tile dimensions for portrait, landscape or square input.

03 · ADD LOGO

Two assets are composited sequentially after upscale

StageNodesState
Canvas size833 → 851mode 4
First asset301 → 845; placement 843/844/846 → 848mode 4
Second asset309 → 840; placement 841/842/850 → 849mode 4
Overlay order833 → 848 → 849mode 4
Final preview/save849 → 15 / 293upstream-bypassed
04 · OUTPUT STATE

Current LQ and optional HQ/LQ2 should not be conflated

OutputUpstreamInterpretation
730 · LQ1 JPG53Current active save
531 · HQ PNG833Save node active, upstream mode 4
293 · LQ2 JPG849Save node active, upstream mode 4
15 · Final Preview849Preview active, upstream mode 4