SeaArt Guide
How to SeaArt AI - Office Tutorial
How to SeaArt AI - Office Tutorial
  • ✨How to Use an AI Image Generator
  • ✨1-SeaArt AI Basic Page
  • ✨2-SeaArt AI Basic Function
    • 2-1 Text to Image
    • 2-2 Image to Image
    • 2-3 ControlNet
    • 2-4 AI Apps
      • How to publish as App
      • Swift AI Apps
    • 2-5 AI Characters
      • How to create your own character?
      • Character Description Writing Tips
      • Conversation Tips
    • 2-6 Models
    • 2-7 Post
    • 2-8 AI Video Generation
      • Txt2Vid
      • Img2Vid
      • Camera Movement
      • Start and End Frames
    • 2-9 AI Audio
    • 2-10 Workflow
      • Text to Image Workflow
      • IMG2IMG+Partial Repainting
      • Core Nodes
      • Tips
    • 2-11 Canvas
    • 2-12 LoRA Training
      • Flux Lora Training
  • ✨3-Advanced Guide
    • 3-1 Principles of AI art
    • 3-2 LoRA Training (Advance)
      • How To Create Dataset For Training
    • 3-3 Workflow Guide
      • Image Conversion
      • Inpainting
    • 3-4 Canvas Guide
    • Composite Poster
  • ✨4-Parameters
    • 4-1 Model
    • 4-2 Mode
    • 4-3 Basic Settings
    • 4-4 Advanced Config
    • 4-5 Advanced Repair
    • 4-6 Complete Prompting Guide
    • 4-7 Prompt Edit | Keyword Blending Guide
  • ✨5-Practical Examples
    • AI Influencer
    • LOGO Design
    • E-commerce Poster
    • How To Make Multiple Characters
    • Prompt Templates
    • How to Maintain Character Consistency
    • Useful Prompts
  • ✨6-Permanent Events
    • SeaArt.AI Creator Incentive Program
      • Creator Incentive Program FAQ
    • High-Quality Models Recommendation
      • SeaArt Infinity
      • Stable Diffusion 3.5
      • SeaArt Realism
      • NOOBAI XL
      • T-Ponynai3 V6
      • Counterfeit V3.0
      • Temporal Paradox Mix
    • High-Quality AI Apps Recommendation
    • High-Quality Character Recommendation
    • High-Quality Workflow Recommendation
  • ✨7-FAQ
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  • Checkpoint
  • LoRA
  1. 4-Parameters

4-1 Model

Unlock AI image creation with SeaArt! Explore Checkpoints, Loras, and their interplay to generate stunning and unique visuals.

Previous4-ParametersNext4-2 Mode

Last updated 6 months ago

In SeaArt, there's no longer a need for local model deployment. You can simply choose online, or even upload and train your own models.

Creation Process: Choose model - Enter prompts - Adjust relevant parameters - Generate

Checkpoint

Generally speaking, both Lora and Checkpoint are referred to as models. Therefore, we can call Checkpoint the large model or base model. Compared to Lora, the large model is relatively larger, ranging from 2GB to 7GB, and it determines the main style of the final image.

Same prompts, different Model:

Prompts: black hair, princess, frills, standing, short hair

Recommended Checkpoint:

Realistic:

Anime:

LoRA

LoRA is typically around 100MB in size. It can "fine-tune" the style of images, fix the appearance, posture, etc. On top of overlaying the Checkpoint, adjusting weights can achieve different effects. In the SeaArt, Lora can stack up to 5.

Character LoRA: These models specialize in capturing specific character traits, such as appearance, body proportions, and expressions, commonly found in cartoons, video games, or other media. They prove valuable for fan artwork creation, game development, and animation/illustration projects.

Style LoRA: These models are tailored to mimic the artistic style of specific artists or artistic movements. They excel in transforming reference images into the desired aesthetic, making them useful for stylization purposes.

Clothing LoRA: Similar to Style LoRA, Clothing LoRA models focus on specific clothing styles or fashion aesthetics. They are adept at generating images with a particular clothing aesthetic, offering applications in fashion design and digital styling.

Different Lora with the same Checkpoint and prompt:

Prompt: A girl, frontal view, close-up, sitting on a plush chair, exquisite face, full of confidence, luxurious atmosphere, top quality, 8k.

Add multiple Loras:

After adding the Team Rocket Uniform, not only did it increase the weight of Lora, but it also added related prompts for Lora: "Team Rocket uniform," "red letter R," "white skirt," "white short top," "black long sleeves," "black elbow gloves," making the effect of Lora more pronounced.

If the effect is not significant after adding Lora, we can try:

I. Adjusting the weight of Lora

II. Entering corresponding prompts

Compared to Checkpoint, Lora has shorter training time and higher "flexibility," and can exert good effects on controlling images.

Attention!!!

I. SD1.5 and SDXL's Lora cannot be used together.

II. Most Lora require trigger words. Including these words in the prompts can emphasize the unique subject or style provided by the Lora. These trigger words are not always necessary, but it is recommended to include them in the prompts to ensure stable image generation.

Different Lora Effects:

  1. Detail Tweaker LoRA: The higher the weight, the more details.

  1. epi_noiseoffset: Increases contrast.

  1. Makima (Chainsaw Man) LoRA: Fixes the character's image.

  1. ankymoore illustration: Modifies the art style.

*Lora has many functions, trying different Loras may bring more surprises!

✨
AI Image Generation Model - Checkpoint
AI Image Generation Model - Recommended Checkpoint - Realistic
AI Image Generation Model - Recommended Checkpoint - Anime
AI Anime Girl Generated by LoRA
AI Image Generation Model - LoRA - Base Model and Trigger Words
AI Image Generation Model - Detail Tweaker LoRA
AI Image Generation Model - Detail Tweaker LoRA Example
AI Image Generation Model - epi_noiseoffset
AI Image Generation Model - Makima (Chainsaw Man) LoRA Result
AI Image Generation Model - ankymoore illustration LoRA Result