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Description
Elevate your ComfyUI image generation workflow with the CCC v03 SDXL SIMPLE setup by Mickmumpitz. This pipeline is a lightweight and efficient multi-prompt system that enhances creative control using Impact Pack nodes and ComfyUI’s batch-friendly design. Perfect for generating consistent styles across multiple images with high detail using SDXL.
🎯 Features
- Optimized for SDXL – Built around SDXL with thoughtful use of vae and CLIP modules.
- Multi-Prompt Control – Add multiple style prompts for diverse image outputs.
- Impact Pack Integration – Efficient image batching and layout manipulation using advanced nodes.
- Image Detail Enhancement – Includes Detail Transfer to sharpen and enhance final results.
- High-Resolution Ready – Image padding, resizing, and upscale-ready components.
- Batch Friendly – Generate multiple images and compose them in batch for easy output.
- Simple Yet Modular – Easy to tweak for advanced users while being plug-and-play for newcomers.
💡 Use Cases
- Digital Art Projects – Ideal for creating consistent yet varied artwork across a series.
- Style Studies – Test multiple art styles in parallel with minimal setup.
- Concept Visualization – Iterate visual ideas quickly with prompt variations.
- Content Batch Production – Produce assets for games, comics, or social media.
- Portfolio Building – Experiment and build coherent yet diverse image sets.
⚙️ How It Works
- Prepare Your Inputs
- Provide a batch of images or let the system generate from noise.
- Set Your Style Prompts
- Use the
Get_style_prompt
node to define your prompt variations.
- Use the
- Generate Latents
- Use
EmptyLatentImage
orVAEEncode
nodes based on your input type.
- Use
- Run Sampling
SamplerCustomAdvanced
andKSampler
nodes process your input with noise, sigmas, and conditions.
- Decode & Refine
VAEDecode
brings the latent to image. Then,DetailTransfer
sharpens final output.
- Image Batch Assembly
- Use
ImageBatch
,ImpactMakeImageBatch
, orImageConcanate
for output layout.
- Use
- Export Results
- Results are batched or split with
ImpactImageBatchToImageList
, ready to save.
- Results are batched or split with
Credits: Mickmumpitz
Models
File | Destination | Source |
---|---|---|
photon_v1.safetensors | /ComfyUI/models/checkpoints | Download |
CLAYMATE_V2.03_.safetensors | /ComfyUI/models/loras | Download |
CLIP-ViT-H-14-laion2B-s32B-b79K.safetensors | /ComfyUI/models/clip_vision | Download |
ip-adapter-plus_sdxl_vit-h.safetensors | /ComfyUI/models/ipadapter | Download |
ip-adapter-plus_sd15.safetensors | /ComfyUI/models/ipadapter | Download |
face_yolov8m.pt | /ComfyUI/models/ultralytics/bbox | Download |
iclight_sd15_fbc.safetensors | /ComfyUI/models/unet/IC-Light/IC-Light | Download |
4x-ClearRealityV1.pth | /ComfyUI/models/upscale_models | Download |
diffusion_pytorch_model_promax.safetensors | /ComfyUI/models/controlnet/SDXL/controlnet-union-sdxl-1.0 | Download |
mvadapter_i2mv_sdxl.safetensors | /ComfyUI/models/checkpoints | Download |
juggernautXI.UXFd.safetensors | /ComfyUI/models/checkpoints | Download |
Nodes
SetNodeAnything EverywhereSamplerCustomAdvancedRerouteEmptyLatentImageRandomNoiseVAEEncodeCLIPTextEncodeKSamplerVAEDecodeImageListToImageBatchImpactMakeImageBatchImagePadForOutpaintMaskedJoinStringsImageConcanateImageResizeKJDetailTransferImageFromBatchImpactImageBatchToImageListGetNodeImageScaleImageBatchDownloadAndLoadFlorence2ModelInt LiteralCreate Grid Image from BatchCFGGuiderSimpleMath+BasicSchedulerSaveImageVAEDecodeTiledeasy cleanGpuUsedPreviewImageImageGridtoBatchKSamplerSelectIPAdapterAdvancedString LiteralBlurImageFastImage Canny FilterSetUnionControlNetTypeControlNetApplyAdvancedImageCompositeMaskedSolidMaskAddLabelImage Color PaletteImageScaleByNoteModelPassThroughCLIPSetLastLayerColorMatchCfg LiteralImage Comparer (rgthree)ICLightConditioningRepeatImageBatchFlorence2RunCheckpointLoaderSimpleLoraLoaderIPAdapterUnifiedLoaderGetImageSize+ImageRemoveAlpha+MaskToImageAutoDownloadBiRefNetModelShowText|pysssssRembgByBiRefNetToBasicPipeUltralyticsDetectorProviderCoreMLDetailerHookProviderFromBasicPipe_v2ToDetailerPipeFaceDetailerPipeExpressionEditorImageBatchMultiImpactSwitchLoadImageGrowMaskWithBlurRembgByBiRefNetAdvancedUltimateSDUpscaleUpscaleModelLoaderAutoCropFacesDiffusersMVSchedulerLoaderDiffusersMVModelMakeupDiffusersMVSamplerControlNetLoaderLdmPipelineLoaderFast Groups Muter (rgthree)LoadAndApplyICLightUnet