AV ComfyUI Manual
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FINAL PIPELINE · ACTIVE

Main FLUX img2img after PEOPLE/PPL and detail transfer

Main FLUX is a separate stage, not the PPL generator. It encodes the selected scene from 459/573 into latent space, applies GLOBAL or Florence2 conditioning, and saves decode 53 through node 730.

CONFIRMEDModel, conditioning, sampler, scheduler and image route are confirmed by topology
MAIN FLUX · IMG2IMG REFINEMENT

PEOPLE returns to latent before the final FLUX decode

459 / 573Scene + peopledetail blend 0.09
67VAE Encode
453 → 62Prompt + GuidanceGLOBAL · 2.4
61 / 58 / 59Noise + Euler + beta24 steps · denoise 0.18
57Sampler
53VAE Decode
730Current LQ
467 · flux1-dev-Q8_0.gguf466 · T5 Q8 + CLIP-L54 · ae.safetensors
01 · MODEL STACK

Main FLUX and PPL share loaders but use different conditioning/sampling paths

NodeStored valueConsumers
467flux1-dev-Q8_0.ggufModelSampling 64; PPL ModelSampling 826
466t5-v1_1-xxl-encoder-Q8_0.gguf + clip_l.safetensors52, 138, 516, 811, 831
54ae.safetensors53, 67, 494, 496, 829, 833
64max shift 1.15 · base shift 0.5 · W/H from 78359, 60, inpaint, upscale
02 · PROMPT

Selector 453 chooses GLOBAL 811 or Florence2 52

Current control 453=1 selects GLOBAL conditioning 811. FluxGuidance 62 adds guidance 2.4 and sends conditioning to BasicGuider 60.

Node 138 stores an empty encoded negative and participates in inpaint/upscale conditioning, but it is not connected to BasicGuider 60 of main sampler 57.

CONFIRMED

Current prompt route

897 → 811 → input1 of 453 → 62 → 60.

CONFIRMED

No main negative

BasicGuider 60 receives model 64 and conditioning 62; node 138 is not one of its inputs.

03 · IMG2IMG

Scene + PEOPLE becomes latent with denoise 0.18

StageNodesCurrent setting
Image preparation459 → 573Architectural detail blend 0.09
Encode573 + VAE 54 → 67Main scene latent
Noise231 → 61Shared global seed / randomize policy
Sampler58Euler
Scheduler64 + 771 → 59beta · 24 steps · denoise 0.18
Guidance64 + 62 → 60Guidance 2.4
Sample / decode67 + 61 + 60 + 58 + 59 → 57 → 53Active
04 · PEOPLE SURVIVAL

Topological return is confirmed; visual survival of people is not

CONFIRMED

Route reaches output

459 → 573 → 67 → 57 → 53 → 730.

NOT CONFIRMED

People remain visible

Denoise 0.18 can alter local details; a same-run comparison of 459 vs 53/730 is required.

INFERRED

QA pair

Use comparer 480 for PPL selection first, then comparer 72 and save 730 to verify survival through main FLUX.