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ai-toolkit vs OneTrainer for Z-Image LoRA training

Both ai-toolkit and OneTrainer can train Z-Image LoRAs. Here is how they compare, using each project's docs and GitHub activity.

ai-toolkitOneTrainer
Z-Image supportsupported (Z-Image, Turbo, De-Turbo)supported
GitHub stars123733247
Last commit2026-10-192026-10-19
Latest releasenone publishednone published
VRAM (Z-Image)Not published. musubi: 12GB+ recommended for image training (general); --fp8_llm saves VRAM
OverviewOstris' trainer with a web UI and YAML configs; widest day-0 support for new image models, and the easiest option for Flux/Krea.GUI + CLI trainer with a broad model list; good VRAM use and speed, but more settings to configure.

Which should you pick?

If you want the quickest start with a web UI, pick ai-toolkit. If you already use a script-based trainer's ecosystem, stick with it.

Shared Z-Image settings

Setup guides

Where to rent a 16 GB+ GPU

Cheapest 16 GB+ cards (2026-10-20 08:06 UTC) from RunPod and Vast.ai. Prices move constantly; see the live price table.

GPUVRAMRunPod community $/hrVast.ai cheapest $/hr
Tesla V10016 GB$0.19$0.08
RTX 309024 GB$0.22$0.12
RTX 5060 Ti16 GB—$0.14
Tesla V100S32 GB—$0.14
RTX A500024 GB$0.16—
RTX A400016 GB$0.17—

Sources

FAQ

Is ai-toolkit or OneTrainer better for Z-Image?

Both support it. Pick based on workflow (UI vs scripts) and the notes above.

Can I train Z-Image LoRAs with ai-toolkit?

supported (Z-Image, Turbo, De-Turbo)

Can I train Z-Image LoRAs with OneTrainer?

supported

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Data updated 2026-10-20. Disclosure: RunPod and Vast.ai links are referral links; ImageLoRA may earn a commission at no cost to you. unknown = no data yet. · Raw data (JSON) · llms.txt