
# SDXL LoRA DreamBooth - LordLiang/example-lora-trained-xl

<Gallery />

## Model description

### These are LordLiang/example-lora-trained-xl LoRA adaption weights for stabilityai/stable-diffusion-xl-base-1.0.

## Download model

### Use it with UIs such as AUTOMATIC1111, Comfy UI, SD.Next, Invoke

- **LoRA**: download **[`example-lora-trained-xl.safetensors` here 💾](/LordLiang/example-lora-trained-xl/blob/main/example-lora-trained-xl.safetensors)**.
    - Place it on your `models/Lora` folder.
    - On AUTOMATIC1111, load the LoRA by adding `<lora:example-lora-trained-xl:1>` to your prompt. On ComfyUI just [load it as a regular LoRA](https://comfyanonymous.github.io/ComfyUI_examples/lora/).


## Use it with the [🧨 diffusers library](https://github.com/huggingface/diffusers)

```py
from diffusers import AutoPipelineForText2Image
import torch

pipeline = AutoPipelineForText2Image.from_pretrained('stabilityai/stable-diffusion-xl-base-1.0', torch_dtype=torch.float16).to('cuda')
pipeline.load_lora_weights('LordLiang/example-lora-trained-xl', weight_name='pytorch_lora_weights.safetensors')

image = pipeline('A photo of sks cartoon character dancing').images[0]
```

For more details, including weighting, merging and fusing LoRAs, check the [documentation on loading LoRAs in diffusers](https://huggingface.co/docs/diffusers/main/en/using-diffusers/loading_adapters)

## Trigger words

You should use a photo of sks cartoon character to trigger the image generation.

## Details
All [Files & versions](/LordLiang/example-lora-trained-xl/tree/main).

The weights were trained using [🧨 diffusers Advanced Dreambooth Training Script](https://github.com/huggingface/diffusers/blob/main/examples/advanced_diffusion_training/train_dreambooth_lora_sdxl_advanced.py).

LoRA for the text encoder was enabled. False.

Pivotal tuning was enabled: False.

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


{"license": "openrail++", "tags": ["stable-diffusion-xl", "stable-diffusion-xl-diffusers", "text-to-image", "diffusers", "lora", "template:sd-lora"], "widget": [{"text": "A photo of sks cartoon character dancing", "output": {"url": "image_0.png"}}, {"text": "A photo of sks cartoon character dancing", "output": {"url": "image_1.png"}}, {"text": "A photo of sks cartoon character dancing", "output": {"url": "image_2.png"}}, {"text": "A photo of sks cartoon character dancing", "output": {"url": "image_3.png"}}], "base_model": "stabilityai/stable-diffusion-xl-base-1.0", "instance_prompt": "a photo of sks cartoon character"}
diffusers stable-diffusion-xl stable-diffusion-xl-diffusers text-to-image lora template:sd-lora base_model:stabilityai/stable-diffusion-xl-base-1.0 license:openrail++ region:us