SDXL LoRA DreamBooth - litvan/SDXL_finetuned_for_russian_churches

Prompt

Orthodox church in the style of African buildings of the 6th century

Prompt

Orthodox church in the style of African buildings of the 6th century

Prompt

Orthodox church in the style of African buildings of the 6th century

Prompt

Orthodox church in the style of African buildings of the 6th century

Model description

These are litvan/SDXL_finetuned_for_russian_churches LoRA adaption weights for stabilityai/stable-diffusion-xl-base-1.0.

The main purpose of the model: Generate Orthodox churches in different cultural and architectural codes of countries

The weights were trained using DreamBooth.

LoRA for the text encoder was enabled: False.

Special VAE used for training: madebyollin/sdxl-vae-fp16-fix.

Dataset for finetuning: litvan/russian_churches_with_blip_captioning

For training were used: 3 GPU A100(80Gb)

Trigger words

You should use Orthodox church to trigger the image generation.

Download model

You can do this using the following lines of code:

from diffusers import DiffusionPipeline

pipeline = DiffusionPipeline.from_pretrained("stabilityai/stable-diffusion-xl-base-1.0").cuda()
pipeline.load_lora_weights("litvan/SDXL_finetuned_for_russian_churches")

For using refiner

refiner = DiffusionPipeline.from_pretrained(
    "stabilityai/stable-diffusion-xl-refiner-1.0",
    text_encoder_2=pipeline.text_encoder_2,
    vae=pipeline.vae,
    torch_dtype=torch.float32,
    use_safetensors=True,
).cuda()