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Advanced/LoRA training

YOUR ADVANCED WORKSPACE

Advanced

Choose a 3D graph, find SAM image/video tools or review the LoRA training setup.

Specialist tools for geometry, precision selection and future model training.

Workflow recipes →
How this workspace connects

Make a voice or subtitles here, then use the saved result in Video, including its film timeline.

Advanced · start here

Specialist tools

For when you want more control. Most people never need these, but they are here when you do.

All tools ↓
Block a scene in 3DTagged stand-ins become the shot3D props and multiviewGeometry and turnaroundsPrecise selectionsSAM masks for images and videoTrain a character LoRAFLUX 3 LoRA on your GPU

Advanced / LoRA training

A home for your own visual language.

Build a recurring cast, caption its reference images and keep a separate review set. Export a dataset with a FLUX.1 AI Toolkit configuration, or a FLUX 3 Klein command for the official diffusers trainer. The training runner is not installed yet. No training starts here.

  1. 01Save a reusable cast
  2. 02Caption training and held-out images
  3. 03Export, train separately and review
Available now · references

Build your cast dataset

Save identity references, write captions and export a training dataset with held-out images.

Available now · moodboards

Arrange images and 3D

Pan and zoom a shared canvas, orbit a GLB and capture a real view to edit or animate.

Separate installation · AI Toolkit

Install a separate trainer

FLUX.1 exports run in AI Toolkit. Review base-model terms and hardware there before training.

Experimental · diffusers

Train a FLUX 3 Klein LoRA

Choose the FLUX 3 Klein profile when exporting. It includes metadata.jsonl captions and a diffusers command. The base is gated, and ComfyUI loading of the result is not verified yet.