Styles

Tips & Best Practices

Optimization strategies and advanced techniques for custom styles

Get the most out of your custom styles with these optimization strategies and advanced techniques.

Getting Started Tips

Start Simple

  • Begin with just a checkpoint
  • Test it by applying to a character or location
  • Add LoRAs one at a time to see their effect
  • Build complexity gradually

Test Before Committing

  • Create test styles before applying story-wide
  • Use cheaper checkpoints (flux1s, hidreamfast) during testing
  • Switch to higher quality (flux1d) for final production
  • Regenerate individual entities to preview

Organize Your Styles

  • Use descriptive names ("Anime Character Default", "Dark Fantasy Locations")
  • Create styles for different purposes (testing vs production)
  • Keep a library of reusable styles
  • Delete unused styles to reduce clutter

Style Selection Tips

Choosing Checkpoints

For quality-focused projects:

  • Use flux1d for maximum quality
  • Accept higher credit costs
  • Best for main characters and key scenes

For development and testing:

  • Use flux1s or hidreamfast
  • Save credits while experimenting
  • Good for background characters

For specific artistic needs:

  • Research checkpoint descriptions
  • Test with sample generations
  • Consider the checkpoint's strengths

Working with LoRAs

Selection strategy:

  • Start with 0-2 LoRAs for clean results
  • Choose LoRAs that complement each other
  • Avoid LoRAs that contradict (e.g., "realistic" + "cartoon")

Weight management:

  • Lower weights (0.3-0.5): Subtle influence
  • Medium weights (0.5-0.8): Balanced effect
  • Higher weights (0.8-1.0): Strong influence
  • Experiment to find optimal balance

Compatibility:

  • Always check architecture compatibility
  • Test each LoRA individually first
  • Remove conflicting LoRAs if results are poor

Using Embeddings

  • Choose embeddings matching your story's theme
  • Select concept-specific embeddings
  • Less is often more - don't overload
  • Embeddings work best when relevant to content

Cost Optimization

Strategic Style Application

Save credits:

  • Use story defaults for common styles
  • Apply entity-specific only to key characters/locations
  • Use cheaper checkpoints for background entities

Balance quality and cost:

  • Premium styles for main characters
  • Standard styles for supporting characters
  • Efficient styles for background elements

Development vs Production

During development:

  • Use faster, cheaper checkpoints
  • Test with minimal LoRAs
  • Iterate quickly with lower costs

For final production:

  • Switch to higher quality checkpoints
  • Add refinement LoRAs
  • Regenerate key images with premium styles

Consistency Tips

Character Consistency

  • Use the same style for a character throughout the story
  • Only override when narrative requires changes
  • Test character styles with different poses
  • Ensure styles work across various expressions

Location Consistency

  • Match location styles to story mood/theme
  • Use consistent styles for similar location types
  • Consider how location styles complement character styles
  • Override only for special narrative moments

Story Cohesion

  • Set story defaults that match your vision
  • Use entity-specific overrides sparingly
  • Maintain visual consistency across scenes
  • Consider the overall aesthetic

Advanced Techniques

Layering Styles

Build complex styles by combining models strategically:

Layer 1 - Foundation:

  • Select appropriate checkpoint for base quality

Layer 2 - Style:

  • Add artistic style LoRA (watercolor, anime, etc.)

Layer 3 - Enhancement:

  • Add detail or atmosphere LoRA
  • Adjust weight to balance with style LoRA

Style Transitions

Use different styles for narrative effect:

Normal scenes:

  • Use story default style
  • Maintain consistency

Special moments:

  • Flashbacks: Sepia or vintage style override
  • Dream sequences: Surreal or artistic style
  • Action scenes: Dynamic or high-contrast style
  • Emotional moments: Enhanced lighting/atmosphere

Performance Optimization

Faster generation:

  • Use hidreamfast or flux1s checkpoints
  • Minimize number of LoRAs
  • Keep model stacks simple

Higher quality:

  • Use flux1d checkpoint
  • Add carefully selected LoRAs
  • Accept longer generation times

Workflow Best Practices

Style Development Workflow

  1. Define your artistic vision
  2. Select appropriate checkpoint
  3. Test base checkpoint alone
  4. Add one LoRA at a time
  5. Test and adjust weights
  6. Add embeddings if needed
  7. Save and document the style

Application Workflow

  1. Set story defaults first
  2. Apply and test on one character/location
  3. Adjust if needed
  4. Apply story-wide
  5. Add entity-specific overrides for key entities
  6. Regenerate to verify results

Iteration Strategy

Quick iteration:

  • Use cheap checkpoints
  • Test individual entities
  • Make incremental changes
  • Regenerate to verify

Quality refinement:

  • Switch to premium checkpoints
  • Fine-tune LoRA weights
  • Test across multiple scenarios
  • Finalize and save

Common Pitfalls to Avoid

Too Many Models

  • Don't stack too many LoRAs (keep to 0-3)
  • Don't add embeddings that aren't relevant
  • More isn't always better

Wrong Architecture

  • Don't mix Flux and HiDream components
  • System prevents this, but be aware
  • Check compatibility before selecting

Inconsistent Application

  • Don't constantly change styles mid-story
  • Don't apply different styles randomly
  • Maintain visual coherence

Neglecting Cost

  • Don't use premium styles everywhere
  • Balance quality with budget
  • Use strategic application

Quick Reference

For beginners:

  1. Start with one checkpoint
  2. Test before adding LoRAs
  3. Use story defaults
  4. Keep it simple

For optimization:

  1. Use cheaper checkpoints for testing
  2. Apply premium styles strategically
  3. Layer models thoughtfully
  4. Monitor credit costs

For quality:

  1. Use flux1d checkpoint
  2. Add 1-2 complementary LoRAs
  3. Test across scenarios
  4. Fine-tune weights

Next Steps