Wiro - Text To Image Sdxl Loraxl icon

Wiro - Text To Image Sdxl Loraxl

A text-to-image tool capable of generating images using a Stable Diffusion XL model and LoRA XL

Wiro - Text To Image Sdxl Loraxl

AI-generated

Overview

This node generates images from text prompts using a Stable Diffusion XL model enhanced with LoRA XL. It is useful for creating AI-generated artwork or visuals based on descriptive text inputs. Users can customize the generation by selecting models, LoRA models, providing URLs for private LoRA models, and adjusting parameters like prompt, negative prompt, number of outputs, inference steps, guidance scale, noise fraction, seed, image dimensions, refiner usage, and scheduler type.

Use Case Examples

  1. Generating artistic images from descriptive text prompts for creative projects.
  2. Creating multiple image variations by adjusting the number of outputs and seed values.
  3. Using private or public LoRA models to influence the style or content of generated images.

Properties

Name Meaning
Select Model The main Stable Diffusion XL model to use for image generation.
Select Model Private A private model option for image generation.
Select Lora Model One or more LoRA models to apply during image generation to modify style or content.
Select Lora Model Private Private LoRA models to apply during image generation.
Lo RA Model Url A direct URL to a LoRA model file (.safetensors) to apply during generation, supporting public file hosts like Google Drive or AWS S3.
Prompt The text prompt describing the desired image content. This is a required input.
Negativeprompt Text describing elements to avoid in the generated image.
Numberofoutputs The number of images to generate.
Inferencesteps The number of inference steps to perform during image generation, affecting quality and speed.
Guidancescale The guidance scale parameter influencing how closely the image generation follows the prompt.
High Noise Frac A parameter controlling the fraction of high noise during generation.
Steps Refiner The number of refinement steps to improve image quality.
Seed A seed value for random number generation to allow reproducible outputs.
Width The width of the generated image in pixels.
Height The height of the generated image in pixels.
Refiner Option to use a refiner model or only the base model during generation.
Scheduler The scheduler algorithm to use during image generation, affecting the diffusion process.

Output

JSON

  • taskid - The unique identifier of the image generation task.
  • url - The URL of the generated image once the task is completed.
  • status - The status of the image generation task, e.g., 'completed' or 'failed'.

Dependencies

  • An API key credential for the Wiro API service

Troubleshooting

  • If the node throws an error indicating missing or invalid task ID or socket access token, verify that the Wiro API service is reachable and the credentials are correct.
  • If the image generation task fails (status 'failed'), check the input parameters for correctness and ensure the selected models and URLs are accessible.
  • Network issues or invalid URLs for private LoRA models may cause failures; ensure URLs are publicly accessible or credentials are valid.

Links

Discussion