Which trainers support Z-Image, how much VRAM you need, and settings that are known to work. Every row links to its source.
| Trainer | Status |
|---|---|
| ai-toolkit | supported (Z-Image, Turbo, De-Turbo) |
| OneTrainer | supported |
| musubi-tuner | supported |
| kohya sd-scripts | not listed |
| SimpleTuner | supported |
Not published. musubi: 12GB+ recommended for image training (general); --fp8_llm saves VRAM
See cheapest GPU to train a LoRA (RunPod, Vast.ai).
Data updated 2026-10-16. Some provider links may be referral links. unknown = not yet verified.