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ai-toolkit vs OneTrainer for Krea 2 LoRA training

Both ai-toolkit and OneTrainer can train Krea 2 LoRAs. Here is how they compare, using each project's docs and GitHub activity.

ai-toolkitOneTrainer
Krea 2 supportsupported (Raw + Turbo, incl. edit training)supported (per community blog; not in README list)
GitHub stars123213243
Last commit2026-10-162026-10-16
Latest releasenone publishednone published
VRAM (Krea 2)Not published by trainers. musubi: 12GB+ recommended for image training (general guidance); fp8 or --convrot_int8 halves weight VRAM
OverviewOstris' 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.GUI + CLI trainer with a broad model list; users report good VRAM use and speed but more settings to configure.

ai-toolkit notes for Krea 2

Which should you pick?

If you want the quickest start with a web UI, ai-toolkit is the usual community pick; choose a script-based trainer if you already use its ecosystem. We don't have a sourced head-to-head quality benchmark for Krea 2 between these two, so treat any "better results" claim as unknown.

Shared Krea 2 settings

Setup guides

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

Is ai-toolkit or OneTrainer better for Krea 2?

Both support it. There is no sourced quality benchmark between them for this model yet; pick based on workflow (UI vs scripts) and the notes above.

Can I train Krea 2 LoRAs with ai-toolkit?

supported (Raw + Turbo, incl. edit training)

Can I train Krea 2 LoRAs with OneTrainer?

supported (per community blog; not in README list)

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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.