ulpi-io FLUX Image Generation
Generate images with FLUX models via inference.sh CLI.
Quick Start
Requires inference.sh CLI (
infsh). Get installation instructions:npx skills add inference-sh/skills@agent-tools
infsh login
infsh app run falai/flux-dev-lora --input '{"prompt": "a futuristic city at night"}'
FLUX Models
| Model | App ID | Speed | Quality | Use Case |
|---|---|---|---|---|
| FLUX Dev LoRA | falai/flux-dev-lora |
Medium | Highest | Production, custom styles |
| FLUX.2 Klein LoRA | falai/flux-2-klein-lora |
Fastest | Good | Fast iteration, 4B/9B sizes |
Examples
High-Quality Generation
infsh app run falai/flux-dev-lora --input '{
"prompt": "professional product photo of headphones, studio lighting, white background"
}'
Fast Generation (Klein)
infsh app run falai/flux-2-klein-lora --input '{"prompt": "abstract art, colorful"}'
With LoRA Custom Styles
infsh app sample falai/flux-dev-lora --save input.json
# Edit to add lora_url for custom style
infsh app run falai/flux-dev-lora --input input.json
Image-to-Image
infsh app run falai/flux-dev-lora --input '{
"prompt": "transform to watercolor style",
"image_url": "https://your-image.jpg"
}'
For Other Image Tasks
# Image editing with natural language
infsh app run falai/reve --input '{"prompt": "change background to beach"}'
# Upscaling
infsh app run falai/topaz-image-upscaler --input '{"image_url": "https://..."}'
Related Skills
# Full platform skill (all 150+ apps)
npx skills add inference-sh/skills@agent-tools
# All image generation models
npx skills add inference-sh/skills@ai-image-generation
# Upscaling
npx skills add inference-sh/skills@image-upscaling
Browse all apps: infsh app list
Documentation
- Running Apps - How to run apps via CLI
- Image Generation Example - Complete image generation guide
- Streaming Results - Real-time progress updates