!!! Before installing custom nodes from manager you need to install this one from Git url
Runtime profile
Source description
!!! Before installing custom nodes from manager you need to install this one from Git url
https://github.com/BigStationW/ComfyUI-ppm - negative prompts for Flux1, ZIT and Anima For example if you don't want to see glasses and tie on Anima, Zit and Flux1 generations add to fixed prompt window string (glasses, tie:-1)
If manager fails to find LLM and lora nodes, install them from git url - https://github.com/willmiao/ComfyUI-Lora-Manager
(Automatic setup currently supports Windows x64 CUDA 13 only. Other platforms require manual setup of llama.cpp release binaries.)
AI-generated commentary
AI-generated explanation based on source and configuration details. Suggestions are clearly labeled.
This ComfyUI workflow is for creating and editing images from text prompts and one or more input images; it supports txt2img, img2img, inpainting, outpainting, face swap, image description, prompt enhancement, and SeedVR2 upscaling, producing generated, edited, inpainted, outpת
Listed model options include 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; ControlNet is listed only for Edit models in the img2img group, where the prompt can request an input image
Use a text prompt for txt2img, or load one or more images for img2img and Edit/Kontext; Edit/Kontext supports loading a single image or multiple images.
The listed operations produce generated or edited images, inpainted and outpainted images, face-swapped images, upscaled images, image descriptions, and enhanced prompts.
Before installing custom nodes through the manager, install ComfyUI-ppm from https://github.com/BigStationW/ComfyUI-ppm; the listing associates it with negative prompts for Flux1, ZIT, and Anima.
Suggestion · not verified
If the manager cannot find the LLM or LoRA nodes, install ComfyUI-Lora-Manager from https://github.com/willmiao/ComfyUI-Lora-Manager and use https://github.com/KingManiya/ComfyUI-LLM-text-processor for the LLM node; automatic setup for the latter is described only for Windows x64
Suggestion · not verified
Check whether these listed node packs are available before use: basic_data_handling; cg-use-everywhere; chibi; comfyui_controlnet_aux; rgthree-comfy; comfyui_facedetectionnode; comfyui-inpaint-cropandstitch; comfyui-crystools; comfyui-custom-scripts; comfyui-easy-use; comfyui-gg
Suggestion · not verified
Check for these listed model files: umt5-xxl-encoder-Q5_K_S.gguf; qwen_3_06b_base.safetensors; qwen_image_vae.safetensors; Magic-Wan-Image-v2-Q4_1.gguf; qwen_2.5_vl_7b_fp8_scaled.safetensors; segm/person_yolov8m-seg.pt; Krea2_Turbo_fp8mixed.safetensors; ernie-image-Q6_K.gguf; mm
Suggestion · not verified
Also check these listed files and components: z_image_turbo-Q8_0.gguf; ema_vae_fp16.safetensors; qwen3vl_4b_fp8_scaled.safetensors; t5-v1_1-xxl-encoder-bf16.safetensors; flux1-dev-Q5_1.gguf; Chroma1-HD-fp8_scaled_rev2.safetensors; qwen_3_4b.safetensors; ministral-3-3b.safetensors
Suggestion · not verified
Put unchanging instructions in Fixed and editable instructions in User Prompt; when LLM processing is enabled, Fixed stays unchanged and only User Prompt can be improved.
Suggestion · not verified
Starting from v8.0, use the T2I switches to turn prompt enhancement on the fly; prompts from the LLM group still need to be copied manually into the I2I group, while Image 1 in the I2I block can be described directly.
Suggestion · not verified
Sage Attention is listed as usable through ComfyUI launch arguments; the listing points to https://github.com/wildminder/AI-windows-whl?tab=readme-ov-file and says no compiler is needed for that installation.
Suggestion · not verified
Face swap is described as “not that perfect,” so review its result; before downloading, verify the page title is “All-in-One. Z-Image, Ernie, Klein, t2i, i2i, controlNet, inpaint, outpaint, LLM, WAN, Qwen image, SDXL, Chroma”, the publisher is TikFesku, and the URL is https://c
Suggestion · not verified
The listed parts are not confirmed as connected, so verify the node and model setup before use.
Suggestion · not verified
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Sources
1 sourceSource excerpts
3 excerptsSource context: 8701 downloads · Type Workflows · Base model Flux.2 Klein 9B
Workflow can be used with Sage Attention enabled in Comfyui launch arguments (it can be easily installed from https://github.com/wildminder/AI-windows-whl?tab=readme-ov-file with no need to install compiler)
This workflow support
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
txt2img, img2img, Inpaint functionality.
Face swap (not that perfect atm)
SeedVR2 upscaler
LLM to describe images and enhance prompts
ControlNet only for Edit models in img2img group (just describe your image in prompt and add some instruction like "use input image as normal map reference")
Outpainting in Edit/Kontext mode
safetensor, gguf and svdq (Nunchaku) checkpoints
Powerful multi Lora loader (Lora manager)
Face After Detailer
Multi or single images load for Edit/Kontext
LLM Models:
VRAM 8 Gb:
Qwen3.5-4B-Uncensored-HauhauCS-Aggressive-Q8_0.gguf
mmproj-Qwen3.5-4B-Uncensored-HauhauCS-Aggressive-BF16.gguf
VRAM 12+ Gb:
Qwen3.6-35B-A3B-Uncensored-HauhauCS-Aggressive-Q4_K_M.gguf
mmproj-Qwen3.6-35B-A3B-Uncensored-HauhauCS-Aggressive-f16.gguf
or
Gemma-4-E4B-Uncensored-HauhauCS-Aggressive-Q6_K_P.gguf
mmproj-Gemma-4-E4B-Uncensored-HauhauCS-Aggressive-f16.gguf
Put models and folder with system prompt here:
📂 ComfyUI/ ├── 📂 models/ │ └── 📂 LLM/ │ ├── Qwen3.6-35B-A3B-Uncensored-HauhauCS-Aggressive-Q4_K_M.gguf │ ├── mmproj-Qwen3.6-35B-A3B-Uncensored-HauhauCS-Aggressive-f16.gguf │ └── 📂 prompts/ │ ├── LLM-system.txt │ ├── LLM-system-SDXL.txt
Starting from v8.0, it is possible to enhance T2I prompts on the fly using switches in the T2I group. You still need to manually copy and paste prompts from the LLM group to the I2I group, but you can directly describe Image 1 loaded in the I2I block.
Follow the short block notes for more information.
User prompts in both groups are now divided into two parts. The first part (Fixed) is never passed to the LLM block for processing and will always remain unchanged at the beginning of the prompt. The second part (User Prompt) can be passed to the LLM (if enabled) and improved.
Estimated VRAM requirement
Estimate unavailable
76.8 GB across 10 of 40 model files. Model file total + 25% loading overhead + 2 GB execution buffer, rounded up.
Requirements
56 requirementsVAE · Hugging Face · Comfy-Org/Lumina_Image_2.0_Repackaged · Lumina Image 2.0 Repackaged
animaOfficial_preview3Base.safetensors
Not resolvedCheckpoint · Unknown
Chroma1-HD-fp8_scaled_defaultloader_hybrid_large_rev2.safetensors
Not resolvedCheckpoint · Unknown
Chroma1-HD-fp8_scaled_rev2.safetensors
Not resolvedCheckpoint · Hugging Face · silveroxides/Chroma1-HD-fp8-scaled
Text encoder · 235 MB · SAFETENSORS · Unknown
dw-ll_ucoco.onnx
Not resolvedCheckpoint · Unknown
VAE · 478 MB · SAFETENSORS · fp16 · Unknown
Text encoder · 6.41 GB · SAFETENSORS · Unknown
ernie-image-Q6_K.gguf
Not resolvedCheckpoint · Unknown
Checkpoint · 15.0 GB · SAFETENSORS · Unknown
flux-2-klein-9b.safetensors
Not resolvedCheckpoint · Unknown
flux1-dev-Q5_1.gguf
Not resolvedCheckpoint · Unknown
flux2-vae.safetensors
File unverifiedVAE · Unknown
Text encoder · SAFETENSORS · Unknown
huihui-qwen3-4b-abliterated-v2-q8_0.gguf
Not resolvedText encoder · Unknown
Krea2_Turbo_fp8mixed.safetensors
Not resolvedCheckpoint · Unknown
Checkpoint · 7.64 GB · SAFETENSORS · Unknown
lumina_2.safetensors
Not resolvedCheckpoint · Unknown
Magic-Wan-Image-v2-Q4_1.gguf
Not resolvedCheckpoint · Unknown
Text encoder · 7.19 GB · SAFETENSORS · Unknown
mmproj-Qwen3.5-9B-Uncensored-HauhauCS-Aggressive-BF16.gguf
Not resolvedCheckpoint · Unknown
qwen_2.5_vl_7b_fp8_scaled.safetensors
File unverifiedText encoder · Unknown
Text encoder · Unknown
Text encoder · Unknown · Z Image Turbo (Turbo)
Text encoder · 15.3 GB · SAFETENSORS · Unknown
VAE · Unknown
Qwen_Image-Q5_K_M.gguf
Not resolvedCheckpoint · Unknown
Qwen3-8B-heretic.i1-Q5_K_S.gguf
Not resolvedText encoder · Unknown
Qwen3.5-9B-Uncensored-HauhauCS-Aggressive-Q8_0.gguf
Not resolvedCheckpoint · Unknown
qwen3vl_4b_fp8_scaled.safetensors
File unverifiedText encoder · Unknown
seedvr2_ema_3b-Q4_K_M.gguf
Not resolvedCheckpoint · Unknown
seedvr2_videoupscaler
Not resolvedUpscaler · Registry
Object Detector · Hugging Face · segm/person_yolov8m-seg.pt
t5-v1_1-xxl-encoder-bf16.safetensors
Not resolvedText encoder · Unknown
t5xxl_fp8_e4m3fn_scaled.safetensors
File unverifiedText encoder · Hugging Face · comfyanonymous/flux_text_encoders
umt5-xxl-encoder-Q5_K_S.gguf
Not resolvedText encoder · Unknown
yolo_nas_m_fp16.onnx
Not resolvedVision model · Unknown
Checkpoint · 11.5 GB · SAFETENSORS · bf16 · Unknown
Checkpoint · 6.73 GB · GGUF · q8_0 · Unknown
Checkpoint · 6.46 GB · SAFETENSOR · fp16 · full · Unknown
basic_data_handling
Not resolvedNode pack · Registry
Node pack · Registry
chibi
Not resolvedNode pack · Registry
Source context: 8696 downloads · Type Workflows · Base model Flux.2 Klein 9B
Source context: 8688 downloads · Type Workflows · Base model Flux.2 Klein 9B
comfyui_controlnet_aux
PossibleNode pack · Registry
Node pack · Registry
Node pack · Registry
Node pack · Registry
Node pack · Registry
comfyui-gguf
PossibleNode pack · Registry
Node pack · Registry
Node pack · Registry
Node pack · Registry
Node pack · Registry
Node pack · Registry
Node pack · Registry
Node pack · Registry