metadata

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

Prompt
a boy wearing a construction helmet, \(Max und Moritz\), by wilhelm busch <lora:max_und_moritz_wilhelm_busch_sdxl_v1:1>

Prompt
a boy wearing a pirate attire, \(Max und Moritz\), by wilhelm busch <lora:max_und_moritz_wilhelm_busch_sdxl_v1:1>

Prompt
a girl wearing a basketball jersey, \(Max und Moritz\), by wilhelm busch <lora:max_und_moritz_wilhelm_busch_sdxl_v1:1>

Prompt
a crocodile wearing a tweed suit, \(Max und Moritz\), by wilhelm busch <lora:max_und_moritz_wilhelm_busch_sdxl_v1:1>

Prompt
a unicorn wearing a school uniform, \(Max und Moritz\), by wilhelm busch <lora:max_und_moritz_wilhelm_busch_sdxl_v1:1>

Prompt
a giraffe wearing a space suit, \(Max und Moritz\), by wilhelm busch <lora:max_und_moritz_wilhelm_busch_sdxl_v1:1>

Prompt
a monkey wearing a fedora, \(Max und Moritz\), by wilhelm busch <lora:max_und_moritz_wilhelm_busch_sdxl_v1:1>

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 "Max und Moritz" Dataset accessible at Max und Moritz Wilhelm Busch Dataset. This model specializes in generating and analyzing illustrations reflective of Wilhelm Busch's distinctive 19th-century style.

Model Overview

The model encapsulates the essence of the classic German children's story "Max und Moritz," with its unique illustrations that have influenced the world of comics and children's literature.

Training Configuration

Dataset: 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's artwork in "Max und Moritz".
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 "Max und Moritz".
Limitations: The model'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 "Max und Moritz" 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'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 them in the Files & versions tab.