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Z-Image LoRA training with ai-toolkit: setup guide

Setting up ai-toolkit to train a Z-Image LoRA: support status, the settings known to work, and links to the official docs. Status in ai-toolkit: supported (Z-Image, Turbo, De-Turbo).

About ai-toolkit

Ostris' trainer with a web UI and YAML configs; widest day-0 support for new image models. Community threads call it the easiest option for Flux/Krea. Sources: github.com/ostris/ai-toolkit, www.reddit.com/r/StableDiffusion/comments/1vrkd5x/which_platform_shoul

Repoostris/ai-toolkit
GitHub stars12321
Last commit2026-10-16
Latest releasenone published

VRAM

Not published. musubi: 12GB+ recommended for image training (general); --fp8_llm saves VRAM

Settings that work for Z-Image (any trainer)

No verified settings yet.

General tips

Compare with other trainers

Where to rent a 16 GB+ GPU

Cheapest 16 GB+ cards (2026-10-16 14:43 UTC) from RunPod and Vast.ai. Prices move constantly; see the live price table.

GPUVRAMRunPod community $/hrVast.ai cheapest $/hr
RTX A400016 GB$0.17$0.09
Tesla V10016 GB$0.19$0.10
RTX 309024 GB$0.22$0.12
RTX 5060 Ti16 GB—$0.12
RTX 5070 Ti16 GB—$0.12
RTX A500024 GB$0.16—

Sources

FAQ

Does ai-toolkit support Z-Image?

Yes: supported (Z-Image, Turbo, De-Turbo) (see sources below).

How much VRAM do I need for a Z-Image LoRA?

Not published. musubi: 12GB+ recommended for image training (general); --fp8_llm saves VRAM

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Data updated 2026-10-16. Disclosure: RunPod and Vast.ai links are referral links; ImageLoRA may earn a commission at no cost to you. unknown = not yet verified from a source.