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FLUX.1 LoRA training with SimpleTuner: setup guide

Setting up SimpleTuner to train a FLUX.1 LoRA: support status, the settings known to work, and links to the official docs. Status in SimpleTuner: supported.

About SimpleTuner

bghira's trainer; community describes it as more powerful (e.g. teacher-student regularization) but with a harder data loader setup. Sources: github.com/bghira/SimpleTuner, www.reddit.com/r/FluxAI/comments/1ogw37j/best_flux_lora_trainer/

Repobghira/SimpleTuner
GitHub stars2940
Last commit2026-10-16
Latest releasev4.9.3

SimpleTuner-specific notes for FLUX.1

VRAM

ai-toolkit ships a 24GB example config (train_lora_flux_24gb.yaml)

Settings that work for FLUX.1 (any trainer)

General tips

Compare with other trainers

Where to rent a 24 GB+ GPU

Cheapest 24 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 309024 GB$0.22$0.12
RTX A500024 GB$0.16—
RTX PRO 400024 GB$0.50$0.26
RTX 3090 Ti24 GB$0.27—
RTX A600048 GB$0.33—
RTX 409024 GB$0.34$0.39

Sources

FAQ

Does SimpleTuner support FLUX.1?

Yes: supported (see sources below).

How much VRAM do I need for a FLUX.1 LoRA?

ai-toolkit ships a 24GB example config (train_lora_flux_24gb.yaml)

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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.