Advanced Workflows

Advanced ComfyUI Workflows

Take your ComfyUI skills to the next level with these advanced workflow techniques. Learn how to combine different nodes and models for more complex and controlled generations.

ControlNet Integration

Learn how to use ControlNet for precise control over your generations.

Implementation Steps:

  1. Add a "Load Image" node for your control image
  2. Add appropriate preprocessor node (e.g., "Canny Edge Detection")
  3. Load ControlNet model using "Load ControlNet" node
  4. Connect preprocessed image and ControlNet model to main generation pipeline

Multi-Stage Generation

Create complex images using multiple generation stages.

Implementation Steps:

  1. Set up initial generation workflow
  2. Add "VAE Encode" to convert output back to latent space
  3. Create second stage KSampler with refined prompts
  4. Use masks or specific areas for targeted refinement

LoRA and Embedding Integration

Enhance your generations with custom models and embeddings.

Implementation Steps:

  1. Load base model with "Load Checkpoint"
  2. Add "LoRA Loader" nodes for each LoRA
  3. Configure LoRA weights for optimal effect
  4. Use textual inversions in your prompts

Upscaling and Post-Processing

Improve the quality and resolution of your generated images.

Implementation Steps:

  1. Generate base image at standard resolution
  2. Add upscaler node (e.g., "Upscale Image")
  3. Apply face restoration if needed
  4. Add final post-processing nodes (contrast, sharpening, etc.)

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