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All-in-One. Z-Image, Ernie, Klein, t2i, i2i, controlNet, inpaint, outpaint, LLM, WAN, Qwen image, SDXL, Chroma — v6.1

Back to Qwen3TS LLM node

TaskMultiCapabilitiesImage edit · Image to image · Text to image · UpscalingFamilyZ-ImageVersionRelease 2511880 — LLM-all-in-One-v.6.1.jsonEstimated VRAMEstimate unavailableBgrade

Runtime profile

Access
External workflow
Status
Listed
Version
LLM-all-in-One-v.6.1.json
Source
Civitai
Updated
Oct 18, 2026

Source description

SeedVR2 upscale

Inpaint fixed (at last)

Back to Qwen3_TS LLM node

i2i, t2i and controlnet groups now have its own sampler node

Requirements

Models

4

Node packs

10

AI-generated commentary

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

Purpose

  • This ComfyUI workflow is for creating and editing images from text prompts and one or more input images; it can produce text-to-image, image-to-image, inpainted, and outpainted results, plus face swaps, SeedVR2 upscaling, Edit-model ControlNet use, and LLM-assisted image captions

Flow

  • It supports Z-Image, Krea-2, Ernie image, MS Lens, Flux, Flux 2, Flux 2 Klein, Anima, Qwen Image, Qwen Image Edit, SDXL/Pony, Chroma, and Lumina-Image 2.0.

  • Outpainting is used in Edit/Kontext mode, while ControlNet is limited to Edit models in the image-to-image group.

Inputs and outputs

  • Enter a text prompt for text-to-image, or load one image or multiple images for image-to-image and Edit/Kontext work.

  • Each prompt group has a Fixed section that stays at the beginning; when enabled, the LLM can improve the User Prompt, and image-to-image prompts must be copied manually from the LLM group.

Setup

  • Install ComfyUI-ppm from Git before installing custom nodes through the manager; if the manager cannot find the LLM or LoRA nodes, install ComfyUI-Lora-Manager from Git.

    Suggestion · not verified

  • Automatic ComfyUI-LLM-text-processor setup supports Windows x64 with CUDA 13; other platforms require manual installation of llama.cpp release binaries.

Dependencies

  • Named node packs are comfyui-gguf, comfyui-lora-manager, rgthree-comfy, cg-use-everywhere, comfyui-easy-use, RES4LYF, comfyui-kjnodes, crt-nodes, comfyui-crystools, and comfyui-custom-scripts.

  • Named model files are qwen_3_4b.safetensors, Qwen3-4B-Q8_0.gguf, z_image_turbo_bf16.safetensors, and z_image_turbo-Q8_0.gguf.

  • For LLM use, the workflow names Qwen3.5-4B-Uncensored-HauhauCS-Aggressive-Q8_0.gguf and mmproj-Qwen3.5-4B-Uncensored-HauhauCS-Aggressive-BF16.gguf for 8 Gb VRAM; for 12+ Gb VRAM, it names Qwen3.6-35B-A3B-Uncensored-HauhauCS-Aggressive-Q4_K_M.gguf with mmproj-Qwen3.6-35B-A3B-Unc全s

Configuration

  • For LLM features, place model files in ComfyUI/models/LLM and system-prompt files in ComfyUI/models/LLM/prompts, including LLM-system.txt and LLM-system-SDXL.txt.

    Suggestion · not verified

  • Sage Attention can be enabled in the ComfyUI launch arguments; for Anima, ZIT, and Flux1, the Fixed prompt can use (glasses, tie:-1) as an example for excluding glasses and ties.

    Suggestion · not verified

Cautions

  • Face swapping may be imperfect, so review those results before use.

    Suggestion · not verified

  • Before setup, verify the exact names and presence of every node pack and model file listed for this workflow in your ComfyUI installation.

    Suggestion · not verified

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Sources

1 source
CivitaiPrimaryVersion 2511880
civitai.com/models/2170147

Verified Oct 18

Source excerpts

3 excerpts

Source context: 11435 downloads · Type Workflows · Base model ZImageTurbo

Source context: 8950 downloads · Type Workflows · Base model ZImageTurbo

Source context: 8841 downloads · Type Workflows · Base model ZImageTurbo