This LoRA will allow you to inference on the Krea2 Turbo model in the style of a reference image. It was trained with AI Toolkit using the experimental Krea2 reference image trainer with the turbo training adapter. It was trained on thousands of hand curated style pairs I have been building over the years. It was trained to handle 1-2 reference images.

For inference in Comfy UI you will need this custom node. ComfyUI-Krea2-Ostris-Edit Use the template in that repo with this lora for the effect. No trigger word is needed just image and prompt.

For diffusers, there is a communiuty pipeline here ostris/Krea2OstrisEdit. You can run it like below:

import torch from diffusers import DiffusionPipeline from PIL import Image pipe = DiffusionPipeline.from_pretrained( "krea/Krea-2-Turbo", custom_pipeline="ostris/Krea2OstrisEdit", torch_dtype=torch.bfloat16, ) pipe.enable_model_cpu_offload() # or ("cuda") with ~40+ GB of VRAM # An AI-Toolkit Krea 2 LoRA, e.g. the style reference LoRA pipe.load_lora_weights( "ostris/krea2_turbo_style_reference", weight_name="krea2_style_reference.safetensors" ) image = pipe( "a white yeti with horns reading a book", image=("style_reference.png"), # one reference image or a list of them ).images[0] ("output.png")