# Text to Image Workflow ## **1. Understanding the Text to Image Workflow** #### start by clicking on ComfyUI, create a new ComfyUI workflow
#### add the basic workflow for Text to Image
Process of text-to-image workflow
The workflow in ComfyUI is similar to that in Web UI: **select a model → enter prompt → set parameters → generate image** Parameters
Text to Image Workflow - KSampler parameters
> **control\_after\_generate:** control over seed generation > > **fixed:** fixing the seed > > **increment:** adding 1 from the existing seed > > **decrement:** subtracting 1 from the existing seed > > **randomize:** random seed
Text to Image Workflow - scheduler parameters
> **scheduler:** usually choose between normal or karras **denoise:** which indicates the strength of noise reduction in image generation, the higher the value, the greater the impact and change on the image
Text to Image Workflow - image size settings
> **size recommendation:** > > SD1.5: 512*512* > > *SDXL: 1024*1024 ## 2. How to add a node? ### **Add KSampler** **First, add a core node: the KSampler** * Right-click: **Add Node → sampling → KSampler**
Steps for adding KSampler
### **Pull out** the node #### **then pull out the sampler node and add the corresponding nodes**
Text to Image Workflow - pull out the sampler node and add the corresponding nodes
> model→CheckpointLoaderSimple > > positive→CLIPTextEncode > > negative→CLIPTextEncode > > latent\_image→EmptyLatentImage > > LATENT→VAEDecode > > IMAGE→SaveImage
Text to Image Workflow - Steps of pulling out the node
### **How to add LoRA?** Loaders: mainly used for loading the diffusion model, including model and LoRA. **Add Node→loaders→Load LoRA**
Steps to add LoRA
### **How to add Clip Skip?** Conditioning: guides the diffusion model to generate specific outputs, including Prompt, ControINet, Clip Skip, etc. It is recommended to add Clip Skip to control the layers skipped, which helps adjust the final image details. **Add Node→conditioning→CLIP Set Last Layer**
Steps to add Clip Skip
### **Connect nodes** After adding nodes, many nodes might not be connected yet. They need to be connected in order according to the sequence and matching colors. **Checkpoint→LoRA→Clip Skip→Prompt→KSampler、Empty Latent Image→VAE Decode→Save Image**
Process to connect nodes
Steps to connect nodes
### 3. Starting the Text to Image #### Choose a Checkpoint #### Select LoRA and adjust the weights
Text to image workflow - select LoRA and adjust the weights
#### Set Clip Skip, typically choosing to set it to -2
Text to image workflow - set Clip Skip
#### Enter prompt
Text to image workflow - enter prompts
#### Set relevant parameters Since the SDXL model is chosen here, set the sampling steps to around 40, and image size to 1024\*1024
Text to image workflow - set relevant parameters
#### Click Generate
Text to image workflow - click the Generate button
#### View the results