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ZImageTurboPiD Upscale Decode Workflow — ZturbotoPiD

ZImageTurboPiDv2 +Color transfer from lora image as PiD tends to raise the gamma +Optional SageAttention +ModelSampling shift to PiD model Update your ComfyUI for PixelDiT support For models/text encoder INT8 Models

Sourcecivitai.com/models/2652918
TaskUpscalingFamilyZ-ImageVersionRelease 2978869 — zimageturbopidUpscale_zturbotopid.jsonEstimated VRAMNot yet characterizedBgrade

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Access
External workflow
Status
Listed
Version
zimageturbopidUpscale_zturbotopid.json
Source
Civitai
Updated
Oct 18, 2026

Source description

ZImageTurboPiDv2 +Color transfer from lora image as PiD tends to raise the gamma +Optional SageAttention +ModelSampling shift to PiD model Update your ComfyUI for PixelDiT support For models/text encoder https://huggingface.co/Comfy-Org/PixelDiT INT8 Models https://civitai.red/models/2662932/pid-int8

PiD reformulates the latent-to-pixel decoder as a conditional pixel-space diffusion model, unifying decoding and upsampling into a single generative module. It denoises directly in high-resolution pixel space and produces a super-resolved image in one pass. This repository hosts the released decoder checkpoints, plus the encoder/decoder ("VAE") weights they depend on.

This workflow takes a ZImageTurbo/ZImage generation latent from 512x512>2048x2048/1024x1024>4096x4096 or 16:9, 4:3, 3:4 aspect ratios. RTX 3060 12gb + 32gb ram 60 seconds upscale+decode for 1024 model 768x1024>3072x4096 8 seconds upscale+decode for 512 model 432x576>1728x2304

What you need

Model files
2.3 GiB known subtotal

Remaining hardware or download-size estimates are not available yet.

Requirements

Models

6

  • ae.safetensors

    File unverified

    VAE · Hugging Face · Comfy-Org/z_image_turbo

  • gemma-2-2b-it_elm_bf16.safetensors

    Not resolved

    Text encoder · Unknown

  • PiD_res2kto4k_sr4x_official_flux_distill_4step_bf16.pth

    Not resolved

    Checkpoint · Unknown

  • qwen_3_06b_base.safetensors

    Not resolved

    Text encoder · Unknown

  • Qwen3-4B-Q4_K_M.gguf

    Found

    Text encoder · 2.33 GB · Hugging Face · Sean-Bradley/ComfyUI

  • z_image_turbo_INT8_V2.safetensors

    Not resolved

    Checkpoint · Unknown

Node packs

7

  • basic_data_handling

    Not resolved

    Node pack · Registry

  • ComfyUI-GGUF

    Possible

    Node pack · Registry

  • comfyui-image-saver

    Found

    Node pack · Registry

  • comfyui-kjnodes

    Found

    Node pack · Registry

  • int8-fast

    Not resolved

    Node pack · Registry

  • rgthree-comfy

    Found

    Node pack · Registry

  • was-ns

    Not resolved

    Node pack · Registry

AI-generated commentary

AI-generated explanation based on source and configuration details. Suggestions are clearly labeled.

Purpose

  • ZImageTurboPiD Upscale Decode Workflow — ZturbotoPiD. ZImageTurboPiDv2 +Color transfer from lora image as PiD tends to raise the gamma +Optional SageAttention +ModelSampling shift to PiD model Update your ComfyUI for PixelDiT support For models/text encoder INT8 Models

Setup

  • Current retained source (civitai_workflow) is published by tsolful at release ZturbotoPiD.

Dependencies

  • was-ns: unresolved.

  • PiD_res2kto4k_sr4x_official_flux_distill_4step_bf16.pth: unresolved.

  • gemma-2-2b-it_elm_bf16.safetensors: unresolved.

  • ae.safetensors: unresolved.

  • comfyui-kjnodes: unresolved.

  • qwen_3_06b_base.safetensors: unresolved.

  • rgthree-comfy: unresolved.

  • basic_data_handling: unresolved.

Configuration

  • Sweet Tea records presentation quality as quarantined with no listed presentation blockers.

Cautions

  • Confirm was-ns before use because its retained dependency state is unresolved.

    Suggestion · not verified

  • Confirm PiD_res2kto4k_sr4x_official_flux_distill_4step_bf16.pth before use because its retained dependency state is unresolved.

    Suggestion · not verified

  • Confirm gemma-2-2b-it_elm_bf16.safetensors before use because its retained dependency state is unresolved.

    Suggestion · not verified

  • Confirm ae.safetensors before use because its retained dependency state is unresolved.

    Suggestion · not verified

  • Confirm comfyui-kjnodes before use because its retained dependency state is unresolved.

    Suggestion · not verified

  • Confirm qwen_3_06b_base.safetensors before use because its retained dependency state is unresolved.

    Suggestion · not verified

  • Confirm rgthree-comfy before use because its retained dependency state is unresolved.

    Suggestion · not verified

  • Confirm basic_data_handling before use because its retained dependency state is unresolved.

    Suggestion · not verified

  • This commentary explains retained evidence; it does not independently assert that the resource is recommended or runtime-tested.

    Suggestion · not verified

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Sources

1 source
CivitaiPrimaryVersion 2978869
civitai.com/models/2652918

Verified Oct 18

Source excerpts

3 excerpts
NoteOct 18civitai.com/models/2652918

Source context: 349 downloads · Type Workflows · Base model ZImageTurbo

NoteAug 17civitai.com/models/2652918

Source context: 306 downloads · Type Workflows · Base model ZImageTurbo

NoteJul 28civitai.com/models/2652918

Source context: 292 downloads · Type Workflows · Base model ZImageTurbo