Compose Models

Key benefits

• Merge up to 5 LoRAs into one

  Combine up to 5 custom-trained models into a single Multi-LoRA composition, blending styles, characters, and subjects that were previously trained separately.

• Adjustable influence sliders

  Fine-tune each model's contribution with sliders ranging from 0 to 1, giving you precise creative control over how much each LoRA shapes the final output. Style and character blending

• Style and character blending

  Merge a character model with a style model to generate that specific character in that specific aesthetic, maintaining both identity and visual consistency simultaneously.

• Multi-character scene generation

  Combine multiple character models so each character retains their own distinct features when placed together in the same scene, without traits bleeding between them. T

• Adjust model influence sliders at any time directly from the generation interface via the Model Components tab, and save new versions instantly without rebuilding the composition.

  Dynamic weight editing after saving

• Test before committing

  Preview a sample output from your composed model before saving, adjust weights based on results, and iterate until the blend is exactly right.

How it works

1. 1

   Navigate to the Compose interface

   Go to Create, then Compose. Alternatively, open any model page, click Use this model, and select Compose. Select your models Choose two to five LoRA models to merge. Only models trained on the same base model can be combined, so once you select your first model, only compatible options are shown.

2. 2

   Adjust influence weights

   Set each model's influence using sliders from 0 to 1. A good starting point is one primary model at 0.8 with secondary models at 0.3 to 0.6. Avoid setting all sliders to 1 as this creates unbalanced output.

3. 3

   Preview and test

   Click Test to generate a quick sample and evaluate the blend. If the result feels off, adjust weights and test again before finalizing.

4. 4

   Save your composition

   Click Save Composition, give it a name and description, and it becomes available in your model gallery like any other model, ready for generation, workflows, and the API.

5. 5

   Refine & Experiment

   Test different value combinations and model pairings. Blend multiple styles at varying influences to create entirely new artistic directions. Save successful combinations for future use.

Use cases

• Character style variations

  Merge a character model with a style model to generate the same character across multiple visual treatments, from realistic to cel-shaded to isometric, without retraining.

• Multi-character scene composition

  Combine two or more character models to place distinct characters in the same scene while each retains their own defining visual identity.

• Brand Style Adaptation

  Apply different stylistic treatments to a core brand character for different marketing contexts, social campaigns, or seasonal content while preserving the base identity.

• New artistic directions

  Blend two style models, such as isometric buildings and 3D rendered assets, to create an entirely new cohesive aesthetic that neither model could produce alone.