skills.rest
rnben
rnbenCOMMUNITY
Explore all skills by this author →
GitHub

stable-diffusion-image-generation

Generate images from text prompts using Stable Diffusion via Diffusers.

1|Updated Apr 18, 2026
Search Tags:#image-generation#text-to-image#image-to-image#stable-diffusion#inpainting#diffusers
One-click install
npx skills add https://github.com/rnben/hermes-skills --skill stable-diffusion-image-generation-rnben
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: stable-diffusion-image-generation
Source: https://github.com/rnben/hermes-skills/tree/main/plugins/mlops-skills/skills/stable-diffusion
Command: npx skills add https://github.com/rnben/hermes-skills --skill stable-diffusion-image-generation-rnben

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires diffusers, transformers, accelerate, torch.

What problem does it solve?

Generates high-quality images and creative visuals from text prompts and existing images using Stable Diffusion via the HuggingFace Diffusers library, enabling rapid ideation and production-ready outputs.

Core Features & Use Cases

  • Text-to-image generation across multiple Stable Diffusion variants (SD 1.x/2.x/XL) for flexible quality and style.
  • Image-to-image translation and inpainting to edit, extend, or stylize existing visuals.
  • Advanced conditioning options (ControlNet, LoRA adapters) and multi-model workflows for complex pipelines.
  • Rapid design prototyping for product concepts, marketing visuals, concept art, and AI-assisted artwork.

Quick Start

Install the required libraries and run the example prompt to generate your first image.

Frequently Asked Questions about stable-diffusion-image-generation

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I generate images from text prompts using Stable Diffusion?▼

Text-to-image generation with Stable Diffusion is automated via the Diffusers library, converting text prompts into high-quality images across multiple SD variants like 1.x, 2.x, and XL.

Can I use Stable Diffusion for image-to-image translation and inpainting?▼

Yes, Stable Diffusion supports image-to-image translation and inpainting through Diffusers, allowing you to edit, extend, or stylize existing visuals using advanced conditioning options.

Do I need specific versions of diffusers and torch to run Stable Diffusion pipelines?▼

Yes, running Stable Diffusion pipelines requires diffusers >=0.30.0, transformers >=4.41.0, accelerate >=0.31.0, and torch >=2.0.0 to ensure proper model variant support and optimizations.

What's the best way to apply ControlNet and LoRA adapters for Stable Diffusion?▼

The best way to apply ControlNet and LoRA adapters is through custom diffusion pipelines using Diffusers, enabling advanced conditioning and multi-model workflows for complex image generation.

Does Stable Diffusion via Diffusers support rapid design prototyping for marketing visuals?▼

Yes, Stable Diffusion via Diffusers supports rapid design prototyping for marketing visuals, product concepts, and concept art, enabling fast ideation and production-ready outputs.

Related Skills

Explore More Design & Creative Skills→
delorenjdelorenj
14

fal-text-to-image

Generate images from text prompts using fal.ai models with style transfer.

Community
Advanced
projectedanxprojectedanx
1

llava

Perform visual question answering and image captioning with vision-language models.

Community
Advanced
hochoa13hochoa13

stable-diffusion-image-generation

Generate images from text prompts using Stable Diffusion via HuggingFace Diffusers.

Community
Advanced
manashmandalmanashmandal

imggen

Generate images from text prompts using OpenAI image APIs and extract OCR text from images.

Community
Basic