managarten/picture/docs/models/flux-schnell.md
Till-JS c712a2504a feat: integrate uload and picture, unify package naming
- Add uload project with apps/web structure
  - Reorganize from flat to monorepo structure
  - Remove PocketBase binary and local data
  - Update to pnpm and @uload/web namespace

- Add picture project to monorepo
  - Remove embedded git repository

- Unify all package names to @{project}/{app} schema:
  - @maerchenzauber/* (was @storyteller/*)
  - @manacore/* (was manacore-*, manacore)
  - @manadeck/* (was web, backend, manadeck)
  - @memoro/* (was memoro-web, landing, memoro)
  - @picture/* (already unified)
  - @uload/web

- Add convenient dev scripts for all apps:
  - pnpm dev:{project}:web
  - pnpm dev:{project}:landing
  - pnpm dev:{project}:mobile
  - pnpm dev:{project}:backend

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude <noreply@anthropic.com>
2025-11-25 04:00:36 +01:00

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Markdown

# FLUX Schnell
## Overview
FLUX Schnell (German for "fast") is Black Forest Labs' speed-optimized image generation model. It delivers high-quality results in record time while maintaining the artistic excellence of the FLUX model family. **With the lowest cost per generation at just $0.003, it's the most economical choice for high-volume projects.**
## Model Details
- **Provider**: Black Forest Labs
- **Replicate ID**: `black-forest-labs/flux-schnell`
- **Version**: Latest stable version
## Key Features
- **Ultra-Fast Generation**: One of the fastest models available
- **Consistent Quality**: Maintains high quality despite speed
- **Prompt Adherence**: Excellent understanding of prompt instructions
- **Efficient Processing**: Low computational requirements
## Default Parameters
- **Resolution**: 1024x1024
- **Steps**: 4 (optimized for speed)
- **Guidance Scale**: 3.5
- **Supports Negative Prompts**: Yes
- **Supports Seed**: Yes
## Supported Aspect Ratios
**11 aspect ratios**:
- **Square**: 1:1
- **Landscape**: 4:3, 3:2, 5:4, 16:9, 21:9
- **Portrait**: 3:4, 2:3, 4:5, 9:16, 9:21
## Supported Resolutions
- **Megapixel Options**: 0.25 MP (fast) or 1 MP (standard)
- Automatically calculated based on aspect ratio
- All dimensions must be multiples of 32
## Best Use Cases
- Rapid prototyping and iteration
- Real-time applications
- High-volume generation needs
- Quick concept visualization
- Testing prompt variations
## Example Prompts
1. "A minimalist logo design for a tech startup, geometric shapes, blue and white"
2. "Portrait of a robot chef cooking in a futuristic kitchen"
3. "Abstract art piece with flowing colors representing music and rhythm"
## Tips for Best Results
- Keep prompts clear and concise for speed
- Use simple, direct descriptions
- Ideal for iterative workflows
- Great for A/B testing different concepts
- Perfect for time-sensitive projects
## Strengths
- **Cheapest model available** ($0.003 per generation)
- Extremely fast generation (~5 seconds)
- Reliable and consistent
- Good general-purpose model
- Excellent for rapid iteration
- Perfect for high-volume/budget-conscious projects
## Limitations
- May sacrifice some fine details for speed
- Best for standard styles rather than highly specialized ones
## Cost
**$0.003 per generation** (~333 images for $1)
*The most cost-effective model available - over 6x cheaper than most alternatives!*