README.md

---
tags:
- text-to-image
- stable-diffusion
- lora
- diffusers
- template:sd-lora
widget:
- text: >-
    a cat wearing a police uniform,  \(Max und Moritz\), by wilhelm busch
    <lora:max_und_moritz_wilhelm_busch_sdxl_v1:1>
  output:
    url: images/00275-113971430.png
- text: >-
    a frog wearing a tuxedo,  \(Max und Moritz\), by wilhelm busch
    <lora:max_und_moritz_wilhelm_busch_sdxl_v1:1>
  output:
    url: images/00283-113971430.png
- text: >-
    a boy wearing a construction helmet,  \(Max und Moritz\), by wilhelm busch
    <lora:max_und_moritz_wilhelm_busch_sdxl_v1:1>
  output:
    url: images/00286-113971430.png
- text: >-
    a boy wearing a pirate attire,  \(Max und Moritz\), by wilhelm busch
    <lora:max_und_moritz_wilhelm_busch_sdxl_v1:1>
  output:
    url: images/00293-113971430.png
- text: >-
    a girl wearing a basketball jersey,  \(Max und Moritz\), by wilhelm busch
    <lora:max_und_moritz_wilhelm_busch_sdxl_v1:1>
  output:
    url: images/00301-113971430.png
- text: >-
    a crocodile wearing a tweed suit,  \(Max und Moritz\), by wilhelm busch
    <lora:max_und_moritz_wilhelm_busch_sdxl_v1:1>
  output:
    url: images/00308-3152196216.png
- text: >-
    a unicorn wearing a school uniform,  \(Max und Moritz\), by wilhelm busch
    <lora:max_und_moritz_wilhelm_busch_sdxl_v1:1>
  output:
    url: images/00311-3152196216.png
- text: >-
    a giraffe wearing a space suit,  \(Max und Moritz\), by wilhelm busch
    <lora:max_und_moritz_wilhelm_busch_sdxl_v1:1>
  output:
    url: images/00317-3152196216.png
- text: >-
    a monkey wearing a fedora,  \(Max und Moritz\), by wilhelm busch
    <lora:max_und_moritz_wilhelm_busch_sdxl_v1:1>
  output:
    url: images/00324-3152196216.png
base_model: stabilityai/stable-diffusion-xl-base-1.0
instance_prompt: \(Max und Moritz\), by Wilhelm Busch
license: cc-by-nc-4.0
---
# Max und Moritz by Wilhelm Busch

<Gallery />

## Model description 

---
license: cc-by-nc-4.0
viewer: false
---
# Max und Moritz LoRA Model

Introducing the Max und Moritz LoRA Model, trained on the Wilhelm Busch &quot;Max und Moritz&quot; Dataset accessible at [Max und Moritz Wilhelm Busch Dataset](https:&#x2F;&#x2F;huggingface.co&#x2F;datasets&#x2F;Blib-la&#x2F;max_und_moritz_wilhelm_busch_dataset). This model specializes in generating and analyzing illustrations reflective of Wilhelm Busch&#39;s distinctive 19th-century style.

## Model Overview

The model encapsulates the essence of the classic German children&#39;s story &quot;Max und Moritz,&quot; with its unique illustrations that have influenced the world of comics and children&#39;s literature.

## Training Configuration

- **Dataset**: [Max und Moritz Wilhelm Busch Dataset](https:&#x2F;&#x2F;huggingface.co&#x2F;datasets&#x2F;Blib-la&#x2F;max_und_moritz_wilhelm_busch_dataset)
- **Epochs**: 20
- **Number of Images**: 73
- **Repeats per Image**: 10 (To ensure a comprehensive understanding of the visual style and narrative)
- **Optimizer**: DAdaptAdam (Selected for its optimal performance in training LoRA models)
- **Precision**: bf16 (For efficient and effective training balance)
- **Main Trigger**: The model is fine-tuned to generate images reminiscent of Wilhelm Busch&#39;s artwork in &quot;Max und Moritz&quot;.
- **Xformers**: Included for improved transformer model operations
- **Captioning Method**: GPT-Vision (Used for creating captions that facilitate nuanced learning), with token shuffling
- **Base Model**: Stable Diffusion XL 1.0 (Chosen for its high-quality image generation)

## Model Usage

The Max und Moritz LoRA Model is adept at generating illustrations in the style of Wilhelm Busch, suitable for educational and research applications in literature and art.

## Performance and Limitations

- **Performance**: Capable of replicating the illustrative techniques and narrative style characteristic of &quot;Max und Moritz&quot;.
- **Limitations**: The model&#39;s focus on a specific author and story may limit its generalizability across broader styles of illustration and narrative.

## Ethical Considerations

- **Intended Use**: This model is intended for non-commercial use in the fields of education, literature, and art history.
- **Bias and Fairness**: The model may inherently reflect the historical and cultural context of 19th-century Germany as depicted in the original works.

## Licensing

- **Model License**: Licensed under Creative Commons Attribution-NonCommercial 4.0 Generic (CC BY-NC 4.0) for non-commercial use.
- **Dataset License**: The &quot;Max und Moritz&quot; Wilhelm Busch Dataset is licensed under CC BY-NC 2.0.

## Contributions and Feedback

Contributions to further improve the model and feedback on its performance are welcome. Please refer to the model&#39;s page on Hugging Face for guidelines on how to contribute or provide feedback.


## Trigger words

You should use `\(Max und Moritz\)` to trigger the image generation.

You should use `by Wilhelm Busch` to trigger the image generation.


## Download model

Weights for this model are available in Safetensors format.

[Download](/pixelass/max_und_moritz_wilhelm_busch_lora_sdxl/tree/main) them in the Files & versions tab.