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jonknownothing
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sdxl-lora-advanced-2

Text-to-Image
Diffusers
TensorBoard
stable-diffusion-xl
stable-diffusion-xl-diffusers
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lora
template:sd-lora
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sdxl-lora-advanced-2
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---
tags:
- stable-diffusion-xl
- stable-diffusion-xl-diffusers
- diffusers-training
- text-to-image
- diffusers
- lora
- template:sd-lora
widget:

        - text: 'Photo of a TOK person,riding a horse'
          output:
            url:
                "image_0.png"
        
        - text: 'Photo of a TOK person,riding a horse'
          output:
            url:
                "image_1.png"
        
        - text: 'Photo of a TOK person,riding a horse'
          output:
            url:
                "image_2.png"
        
        - text: 'Photo of a TOK person,riding a horse'
          output:
            url:
                "image_3.png"
        
base_model: stabilityai/stable-diffusion-xl-base-1.0
instance_prompt: Photo of a TOK person,
license: openrail++
---

# SDXL LoRA DreamBooth - jonknownothing/sdxl-lora-advanced-2

<Gallery />

## Model description

### These are jonknownothing/sdxl-lora-advanced-2 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 **[`sdxl-lora-advanced-2.safetensors` here 💾](/jonknownothing/sdxl-lora-advanced-2/blob/main/sdxl-lora-advanced-2.safetensors)**.
    - Place it on your `models/Lora` folder.
    - On AUTOMATIC1111, load the LoRA by adding `<lora:sdxl-lora-advanced-2:1>` 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('jonknownothing/sdxl-lora-advanced-2', weight_name='pytorch_lora_weights.safetensors')

image = pipeline('Photo of a TOK person,riding a horse').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 Photo of a TOK person, to trigger the image generation.

## Details
All [Files & versions](/jonknownothing/sdxl-lora-advanced-2/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. True.

Pivotal tuning was enabled: False.

Special VAE used for training: None.