This workflow is designed to maintain a consistent SDXL artistic style by generating characters and backgrounds independently.
Runtime profile
Source description
This workflow is designed to maintain a consistent SDXL artistic style by generating characters and backgrounds independently.
Key Features:
Interactive Layout: Utilize a manual canvas to freely adjust character positioning and scaling.
Spatial Awareness: Automatically extracts Depth and LineArt from the character to guide background synthesis, ensuring perfect spatial integration.
AI-Powered Refinement: Leverages Qwen-VL for intelligent image blending, automated self-checking of anatomical/logical issues, and targeted inpainting repairs.
It transforms a standard generation process into a professional, feedback-driven production pipeline.
AI-generated commentary
AI-generated explanation based on source and configuration details. Suggestions are clearly labeled.
Use SDXL Portrait-to-Scene Master Workflow to create consistent SDXL-style scenes from independently generated characters and backgrounds. You can position and scale the character, then blend the elements into an integrated scene.
The workflow automatically extracts Depth and LineArt from the character to guide background synthesis.
Qwen-VL supports image blending, automated self-checking of anatomical and logical issues, and targeted inpainting repairs.
Inputs are independently generated character and background elements; the output is a blended scene.
The workflow lists Qwen as its base model and Enomoto Takane as its publisher.
Listed node packs are comfyui_layerstyle, comfyui_essentials, comfyui-rmbg, and was-ns.
Listed model files include illustriousXLDepth_v20.safetensors, illustriousXLLineart_v10.safetensors, mmproj-Qwen3VL-4B-Instruct-F16.gguf, noobaiXLControlnet_openposeModel.safetensors, qwen_image_vae.safetensors, qwen-4b-zimage-heretic-q8.gguf, Qwen3VL-4B-Instruct-Q4_K_M.gguf, and
Additional model files are qwen-image-edit-2511-multiple-angles-lora.safetensors, Qwen-Image-Edit-F2P.safetensors, Qwen-Rapid-AIO-NSFW-v19_Q6_K.gguf, Qwen2.5-VL-7B-Instruct-Q3_K_S.gguf, ultramix_balanced.safetensors, waiIllustriousSDXL_v160.safetensors, z_image_turbo_example.s.s?
Use the manual canvas to adjust the character’s position and scale before background synthesis.
Suggestion · not verified
Before use, verify that every listed model file and node pack is available with the intended filename.
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No license is specified, so verify the applicable usage terms before publishing work made with the workflow.
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Sources
1 sourceSource excerpts
1 excerptSource context: 149 downloads · Type Workflows · Base model Qwen
Estimated VRAM requirement
Estimate unavailable
29.3 GB across 5 of 15 model files. Model file total + 25% loading overhead + 2 GB execution buffer, rounded up.
Requirements
19 requirementsControlNet · 4.66 GB · SAFETENSORS · Unknown
illustriousXLLineart_v10.safetensors
PossibleControlNet · Unknown
mmproj-Qwen3VL-4B-Instruct-F16.gguf
Not resolvedText encoder · Unknown
ControlNet · 2.33 GB · SAFETENSORS · Unknown
VAE · Unknown
qwen-4b-zimage-heretic-q8.gguf
Not resolvedText encoder · Unknown
qwen-image-edit-2511-multiple-angles-lora.safetensors
Not resolvedLoRA · Unknown
Qwen-Image-Edit-F2P.safetensors
Not resolvedLoRA · Unknown
Checkpoint · 15.8 GB · GGUF · Unknown
Qwen2.5-VL-7B-Instruct-Q3_K_S.gguf
Not resolvedText encoder · Unknown
Qwen3VL-4B-Instruct-Q4_K_M.gguf
Not resolvedText encoder · Unknown
Upscaler · 63.8 MB · SAFETENSORS · Unknown
Checkpoint · 6.46 GB · SAFETENSORS · fp16 · pruned · Unknown
z_image_turbo_example.safetensors
Not resolvedVAE · Unknown
z_image_turbo-Q6_K.gguf
Not resolvedCheckpoint · Unknown
Node pack · Registry
Node pack · Registry
Node pack · Registry
was-ns
Not resolvedNode pack · Registry