demobook

ComfyUI: Generating Images with Z-Image Turbo

Demo summary

A demonstration of setting up the modern Z-Image Turbo model, including the specific Model Sampling AuraFlow node and high-quality prompt generation.

Step-by-step

  1. Load the Z-Image Turbo model using the model loader node
  2. Add an 'Empty SD3 Latent' node and set the width and height
  3. Remove the negative text prompt node or collapse it
  4. Set the KSampler steps to 5 and CFG to 1
  5. Select 'DPM++ SDE' as the sampler and 'beta' as the scheduler
  6. Add a 'Model Sampling AuraFlow' node, set the shift to 3, and connect the model through it
  7. Add a 'Conditioning Zero Out' node and connect it to the negative input of the KSampler
  8. Input your positive prompt and run the workflow

Options

  • Use 768x768 resolution instead of 1024x1024 if you have low VRAM
  • Collapse the negative prompt node to visually indicate it is not in use

Watch out for

  • Do not use the standard 'Empty Latent' node; the SD3 version is required for this model architecture
  • The KSampler requires a negative input to function; you cannot leave it unplugged without causing an error

Tips

  • Use a 'Conditioning Zero Out' node to safely disable the negative prompt's influence without breaking the workflow
  • Use a large language model like ChatGPT or Gemini to generate more complex, detailed photo prompts for better results
  • Adjust the shift parameter on the AuraFlow node to subtly affect contrast and sharpness

Highlights

As you can see, it works just fine and we get a nice robot.

All demos from “ComfyUI Course - Learn ComfyUI From Scratch | Full 5 Hour Course (Ep01)

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  3. 18:588:14Running a Ready-Made WorkflowThe video shows how to load a .json workflow, download the required Juggernaut Reborn model, refresh the node list, and generate an image of a cat.ComfyUIAI Image Generator
  4. 27:266:13Building a Basic Image Processing WorkflowDemonstration of adding nodes (Load Image, Image Crop, Save Image) and connecting them via color-coded links to perform non-AI image tasks.ComfyUIAI Crop Image
  5. 44:186:05Using Math and Grouping NodesThe instructor shows how to use Math Int and Preview as Text nodes for automation and how to organize nodes into Groups for better workflow management.ComfyUIAI Image Generator
  6. 1:27:395:06Image-to-Image Workflow with Denoise ControlDemonstration of converting a text-to-image workflow into an image-to-image setup using VAE Encode and adjusting the denoise parameter to control variation.ComfyUIImage to Image
  7. 1:48:162:58Managing Custom Nodes with ComfyUI ManagerThe video walks through searching for, installing, and uninstalling custom nodes (specifically the 'Align' node) using the built-in Manager.ComfyUIAI Image Generator
  8. 2:35:539:48Applying LoRA for Style ModificationDemonstration of adding a LoRA loader to a workflow, using trigger words, and adjusting LoRA strength to change a robot into a 'cake style' robot.ComfyUIAI Style Transfer
  9. 2:47:359:01Guiding Structure with ControlNetThe video shows how to use Canny and Depth ControlNet models with pre-processors to guide image generation based on an input sketch or 3D text.ComfyUIAI Image Generator
  10. 3:11:488:27Generating Images with Z-Image TurboCurrentA demonstration of setting up the modern Z-Image Turbo model, including the specific Model Sampling AuraFlow node and high-quality prompt generation.ComfyUIAI Image Generator
  11. 4:13:595:52Integrating ChatGPT API for Prompt GenerationThe instructor demonstrates signing into the ComfyUI API and using a ChatGPT node to automatically generate detailed image prompts for local models.ComfyUIAI Image Generator
  12. Watch “ComfyUI Course - Learn ComfyUI From Scratch | Full 5 Hour Course (Ep01)” →

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  3. 15:005:45Generate image with Hermes Agent and ComfyUIThe host uses the Hermes Agent TUI to request a 1024x1024 image of a tree using the Zimage Turbo model, which the agent executes by generating and running a ComfyUI workflow.ComfyUI
  4. 6:420:59Configure Gemma 2B Text Encoder in ComfyUIThe creator shows how to load the Gemma 2B text encoder model into the ComfyUI workflow and select it from the node dropdown menu.AI Search
  5. 4:270:30Copying and replacing prompts in ComfyUIThe user demonstrates a custom node feature that allows hovering over prompt examples to copy and then replace the current prompt in the workflow with a single click.pixaroma
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