# ImageLoRA

> Which LoRA trainer supports which image model, how much VRAM you need, settings that work, and live GPU rental prices.

Every data cell links to its source. "unknown" means we have no verified data for that cell yet. Model and trainer data is refreshed daily; GPU prices every 30 minutes. Data last updated 2026-10-20.

## Start here

- [Home: model × trainer matrix](https://imagelora.dev/): all models, trainers, VRAM notes, settings and GPU prices on one page
- [All LoRA guides](https://imagelora.dev/lora/)
- [ai-toolkit vs OneTrainer vs Musubi Tuner](https://imagelora.dev/guides/ai-toolkit-vs-onetrainer-vs-musubi)
- [Cheapest GPU to train a LoRA (live prices)](https://imagelora.dev/guides/cheapest-gpu-for-lora-training)
- [What's new in image LoRA training](https://imagelora.dev/guides/whats-new)

## Model guides

- [How to train a Fibo 2.0 LoRA](https://imagelora.dev/guides/how-to-train-fibo-2-lora)
- [How to train a FLUX.2 klein LoRA](https://imagelora.dev/guides/how-to-train-flux-2-klein-lora)
- [How to train a FLUX.2 LoRA (dev)](https://imagelora.dev/guides/how-to-train-flux-2-lora)
- [How to train a FLUX.3 Image Klein LoRA](https://imagelora.dev/guides/how-to-train-flux-3-klein-lora)
- [How to train a Krea 2 LoRA](https://imagelora.dev/guides/how-to-train-krea-2-lora)
- [How to train a MOSS Image LoRA](https://imagelora.dev/guides/how-to-train-moss-image-lora)
- [How to train an SDXL LoRA](https://imagelora.dev/guides/how-to-train-sdxl-lora)
- [How to train a Z-Image LoRA](https://imagelora.dev/guides/how-to-train-z-image-lora)
- [How to train a Fibo 2.0 LoRA: trainers, VRAM and settings](https://imagelora.dev/lora/train-fibo-2-lora)
- [How to train a FLUX.1 LoRA: trainers, VRAM and settings](https://imagelora.dev/lora/train-flux-1-lora)
- [How to train a FLUX.2 dev LoRA: trainers, VRAM and settings](https://imagelora.dev/lora/train-flux-2-dev-lora)
- [How to train a FLUX.2 klein LoRA: trainers, VRAM and settings](https://imagelora.dev/lora/train-flux-2-klein-lora)
- [How to train a FLUX.3 Image Klein LoRA: trainers, VRAM and settings](https://imagelora.dev/lora/train-flux-3-klein-lora)
- [How to train a Krea 2 LoRA: trainers, VRAM and settings](https://imagelora.dev/lora/train-krea-2-lora)
- [How to train a MOSS Image LoRA: trainers, VRAM and settings](https://imagelora.dev/lora/train-moss-image-lora)
- [How to train a Qwen-Image-2.1 LoRA: trainers, VRAM and settings](https://imagelora.dev/lora/train-qwen-image-2-1-lora)
- [How to train a SDXL LoRA: trainers, VRAM and settings](https://imagelora.dev/lora/train-sdxl-lora)
- [How to train a Z-Image LoRA: trainers, VRAM and settings](https://imagelora.dev/lora/train-z-image-lora)

## VRAM guides

- [Train a FLUX.1 LoRA on 24 GB VRAM](https://imagelora.dev/lora/train-flux-1-lora-24gb)
- [Train a FLUX.2 dev LoRA on 24 GB VRAM](https://imagelora.dev/lora/train-flux-2-dev-lora-24gb)
- [Train a FLUX.2 klein LoRA on 12 GB VRAM](https://imagelora.dev/lora/train-flux-2-klein-lora-12gb)
- [Train a FLUX.2 klein LoRA on 16 GB VRAM](https://imagelora.dev/lora/train-flux-2-klein-lora-16gb)
- [Train a FLUX.3 Image Klein LoRA on 24 GB VRAM](https://imagelora.dev/lora/train-flux-3-klein-lora-24gb)
- [Train a Krea 2 LoRA on 12 GB VRAM](https://imagelora.dev/lora/train-krea-2-lora-12gb)
- [Train a MOSS Image LoRA on 12 GB VRAM](https://imagelora.dev/lora/train-moss-image-lora-12gb)
- [Train a MOSS Image LoRA on 16 GB VRAM](https://imagelora.dev/lora/train-moss-image-lora-16gb)
- [Train a MOSS Image LoRA on 24 GB VRAM](https://imagelora.dev/lora/train-moss-image-lora-24gb)
- [Train a Z-Image LoRA on 12 GB VRAM](https://imagelora.dev/lora/train-z-image-lora-12gb)

## GPU prices

- [GPU prices JSON](https://imagelora.dev/api/gpu-prices.json): live RunPod and Vast.ai $/hr per GPU, refreshed every 30 minutes
- [Cheapest GPU to train a LoRA](https://imagelora.dev/guides/cheapest-gpu-for-lora-training)

## Raw data

- [matrix.json](https://imagelora.dev/data/matrix.json): models × trainers support status, VRAM, settings, recipes, sources
- [trainers.json](https://imagelora.dev/data/trainers.json): trainer repos, GitHub stars, last commit, latest release
- [news.json](https://imagelora.dev/data/news.json): dated log of new models and trainer support
- [prices.json](https://imagelora.dev/data/prices.json): last static GPU price snapshot (fallback for the live endpoint)

## Optional

- [ai-toolkit vs kohya sd-scripts for FLUX.1 LoRA training](https://imagelora.dev/lora/ai-toolkit-vs-kohya-sd-scripts-flux-1)
- [ai-toolkit vs kohya sd-scripts for MOSS Image LoRA training](https://imagelora.dev/lora/ai-toolkit-vs-kohya-sd-scripts-moss-image)
- [ai-toolkit vs kohya sd-scripts for SDXL LoRA training](https://imagelora.dev/lora/ai-toolkit-vs-kohya-sd-scripts-sdxl)
- [ai-toolkit vs musubi-tuner for FLUX.2 dev LoRA training](https://imagelora.dev/lora/ai-toolkit-vs-musubi-tuner-flux-2-dev)
- [ai-toolkit vs musubi-tuner for FLUX.2 klein LoRA training](https://imagelora.dev/lora/ai-toolkit-vs-musubi-tuner-flux-2-klein)
- [ai-toolkit vs musubi-tuner for Krea 2 LoRA training](https://imagelora.dev/lora/ai-toolkit-vs-musubi-tuner-krea-2)
- [ai-toolkit vs musubi-tuner for Z-Image LoRA training](https://imagelora.dev/lora/ai-toolkit-vs-musubi-tuner-z-image)
- [ai-toolkit vs OneTrainer for FLUX.1 LoRA training](https://imagelora.dev/lora/ai-toolkit-vs-onetrainer-flux-1)
- [ai-toolkit vs OneTrainer for FLUX.2 dev LoRA training](https://imagelora.dev/lora/ai-toolkit-vs-onetrainer-flux-2-dev)
- [ai-toolkit vs OneTrainer for FLUX.2 klein LoRA training](https://imagelora.dev/lora/ai-toolkit-vs-onetrainer-flux-2-klein)
- [ai-toolkit vs OneTrainer for Krea 2 LoRA training](https://imagelora.dev/lora/ai-toolkit-vs-onetrainer-krea-2)
- [ai-toolkit vs OneTrainer for SDXL LoRA training](https://imagelora.dev/lora/ai-toolkit-vs-onetrainer-sdxl)
- [ai-toolkit vs OneTrainer for Z-Image LoRA training](https://imagelora.dev/lora/ai-toolkit-vs-onetrainer-z-image)
- [ai-toolkit vs SimpleTuner for FLUX.1 LoRA training](https://imagelora.dev/lora/ai-toolkit-vs-simpletuner-flux-1)
- [ai-toolkit vs SimpleTuner for FLUX.2 dev LoRA training](https://imagelora.dev/lora/ai-toolkit-vs-simpletuner-flux-2-dev)
- [ai-toolkit vs SimpleTuner for FLUX.3 Image Klein LoRA training](https://imagelora.dev/lora/ai-toolkit-vs-simpletuner-flux-3-klein)
- [ai-toolkit vs SimpleTuner for Krea 2 LoRA training](https://imagelora.dev/lora/ai-toolkit-vs-simpletuner-krea-2)
- [ai-toolkit vs SimpleTuner for MOSS Image LoRA training](https://imagelora.dev/lora/ai-toolkit-vs-simpletuner-moss-image)
- [ai-toolkit vs SimpleTuner for SDXL LoRA training](https://imagelora.dev/lora/ai-toolkit-vs-simpletuner-sdxl)
- [ai-toolkit vs SimpleTuner for Z-Image LoRA training](https://imagelora.dev/lora/ai-toolkit-vs-simpletuner-z-image)
- [FLUX.1 LoRA training with ai-toolkit: setup guide](https://imagelora.dev/lora/flux-1-lora-ai-toolkit)
- [FLUX.1 LoRA training with kohya sd-scripts: setup guide](https://imagelora.dev/lora/flux-1-lora-kohya-sd-scripts)
- [FLUX.1 LoRA training with OneTrainer: setup guide](https://imagelora.dev/lora/flux-1-lora-onetrainer)
- [FLUX.1 LoRA training with SimpleTuner: setup guide](https://imagelora.dev/lora/flux-1-lora-simpletuner)
- [FLUX.2 dev LoRA training with ai-toolkit: setup guide](https://imagelora.dev/lora/flux-2-dev-lora-ai-toolkit)
- [FLUX.2 dev LoRA training with musubi-tuner: setup guide](https://imagelora.dev/lora/flux-2-dev-lora-musubi-tuner)
- [FLUX.2 dev LoRA training with OneTrainer: setup guide](https://imagelora.dev/lora/flux-2-dev-lora-onetrainer)
- [FLUX.2 dev LoRA training with SimpleTuner: setup guide](https://imagelora.dev/lora/flux-2-dev-lora-simpletuner)
- [FLUX.2 klein LoRA training with ai-toolkit: setup guide](https://imagelora.dev/lora/flux-2-klein-lora-ai-toolkit)
- [FLUX.2 klein LoRA training with musubi-tuner: setup guide](https://imagelora.dev/lora/flux-2-klein-lora-musubi-tuner)
- [FLUX.2 klein LoRA training with OneTrainer: setup guide](https://imagelora.dev/lora/flux-2-klein-lora-onetrainer)
- [FLUX.3 Image Klein LoRA training with ai-toolkit: setup guide](https://imagelora.dev/lora/flux-3-klein-lora-ai-toolkit)
- [FLUX.3 Image Klein LoRA training with SimpleTuner: setup guide](https://imagelora.dev/lora/flux-3-klein-lora-simpletuner)
- [kohya sd-scripts vs SimpleTuner for FLUX.1 LoRA training](https://imagelora.dev/lora/kohya-sd-scripts-vs-simpletuner-flux-1)
- [kohya sd-scripts vs SimpleTuner for MOSS Image LoRA training](https://imagelora.dev/lora/kohya-sd-scripts-vs-simpletuner-moss-image)
- [kohya sd-scripts vs SimpleTuner for SDXL LoRA training](https://imagelora.dev/lora/kohya-sd-scripts-vs-simpletuner-sdxl)
- [Krea 2 LoRA training with ai-toolkit: setup guide](https://imagelora.dev/lora/krea-2-lora-ai-toolkit)
- [Krea 2 LoRA training with musubi-tuner: setup guide](https://imagelora.dev/lora/krea-2-lora-musubi-tuner)
- [Krea 2 LoRA training with OneTrainer: setup guide](https://imagelora.dev/lora/krea-2-lora-onetrainer)
- [Krea 2 LoRA training with SimpleTuner: setup guide](https://imagelora.dev/lora/krea-2-lora-simpletuner)
- [MOSS Image LoRA training with ai-toolkit: setup guide](https://imagelora.dev/lora/moss-image-lora-ai-toolkit)
- [MOSS Image LoRA training with kohya sd-scripts: setup guide](https://imagelora.dev/lora/moss-image-lora-kohya-sd-scripts)
- [MOSS Image LoRA training with SimpleTuner: setup guide](https://imagelora.dev/lora/moss-image-lora-simpletuner)
- [musubi-tuner vs SimpleTuner for FLUX.2 dev LoRA training](https://imagelora.dev/lora/musubi-tuner-vs-simpletuner-flux-2-dev)
- [musubi-tuner vs SimpleTuner for Krea 2 LoRA training](https://imagelora.dev/lora/musubi-tuner-vs-simpletuner-krea-2)
- [musubi-tuner vs SimpleTuner for Z-Image LoRA training](https://imagelora.dev/lora/musubi-tuner-vs-simpletuner-z-image)
- [OneTrainer vs kohya sd-scripts for FLUX.1 LoRA training](https://imagelora.dev/lora/onetrainer-vs-kohya-sd-scripts-flux-1)
- [OneTrainer vs kohya sd-scripts for SDXL LoRA training](https://imagelora.dev/lora/onetrainer-vs-kohya-sd-scripts-sdxl)
- [OneTrainer vs musubi-tuner for FLUX.2 dev LoRA training](https://imagelora.dev/lora/onetrainer-vs-musubi-tuner-flux-2-dev)
- [OneTrainer vs musubi-tuner for FLUX.2 klein LoRA training](https://imagelora.dev/lora/onetrainer-vs-musubi-tuner-flux-2-klein)
- [OneTrainer vs musubi-tuner for Krea 2 LoRA training](https://imagelora.dev/lora/onetrainer-vs-musubi-tuner-krea-2)
- [OneTrainer vs musubi-tuner for Z-Image LoRA training](https://imagelora.dev/lora/onetrainer-vs-musubi-tuner-z-image)
- [OneTrainer vs SimpleTuner for FLUX.1 LoRA training](https://imagelora.dev/lora/onetrainer-vs-simpletuner-flux-1)
- [OneTrainer vs SimpleTuner for FLUX.2 dev LoRA training](https://imagelora.dev/lora/onetrainer-vs-simpletuner-flux-2-dev)
- [OneTrainer vs SimpleTuner for Krea 2 LoRA training](https://imagelora.dev/lora/onetrainer-vs-simpletuner-krea-2)
- [OneTrainer vs SimpleTuner for SDXL LoRA training](https://imagelora.dev/lora/onetrainer-vs-simpletuner-sdxl)
- [OneTrainer vs SimpleTuner for Z-Image LoRA training](https://imagelora.dev/lora/onetrainer-vs-simpletuner-z-image)
- [SDXL LoRA training with ai-toolkit: setup guide](https://imagelora.dev/lora/sdxl-lora-ai-toolkit)
- [SDXL LoRA training with kohya sd-scripts: setup guide](https://imagelora.dev/lora/sdxl-lora-kohya-sd-scripts)
- [SDXL LoRA training with OneTrainer: setup guide](https://imagelora.dev/lora/sdxl-lora-onetrainer)
- [SDXL LoRA training with SimpleTuner: setup guide](https://imagelora.dev/lora/sdxl-lora-simpletuner)
- [Z-Image LoRA training with ai-toolkit: setup guide](https://imagelora.dev/lora/z-image-lora-ai-toolkit)
- [Z-Image LoRA training with musubi-tuner: setup guide](https://imagelora.dev/lora/z-image-lora-musubi-tuner)
- [Z-Image LoRA training with OneTrainer: setup guide](https://imagelora.dev/lora/z-image-lora-onetrainer)
- [Z-Image LoRA training with SimpleTuner: setup guide](https://imagelora.dev/lora/z-image-lora-simpletuner)