Blib-la
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thomas_rowlandson_lora_sdxl

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README.md ADDED Viewed

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+---
+tags:
+- text-to-image
+- stable-diffusion
+- lora
+- diffusers
+- template:sd-lora
+widget:
+- text: >-
+    a lizard riding a bicycle in space,  hand colored etching, by thomas
+    rowlandson <lora:thomas_rowlandson_sdxl_v1-000020:1.0>
+  output:
+    url: images/00238-2223492874.png
+- text: >-
+    a cyborg robot sitting on the couch watching television while eating a
+    cake,  hand colored etching, by thomas rowlandson
+    <lora:thomas_rowlandson_sdxl_v1-000020:1.0>
+  output:
+    url: images/00260-1848573368.png
+- text: >-
+    a kangaroo riding jet-skis on the lake,  hand colored etching, by thomas
+    rowlandson <lora:thomas_rowlandson_sdxl_v1-000020:1.0>
+  output:
+    url: images/00269-3351763931.png
+- text: >-
+    a frog sitting in a chair watching television and eating a soup,  hand
+    colored etching, by thomas rowlandson
+    <lora:thomas_rowlandson_sdxl_v1-000020:1.0>
+  output:
+    url: images/00275-3938854558.png
+- text: >-
+    a chameleon wearing a superhero costume, hand colored etching, by thomas
+    rowlandson <lora:thomas_rowlandson_sdxl_v1-000020:1.0>
+  output:
+    url: images/00215-900192190.png
+- text: >-
+    a monkey selling bananas in the jungle,  hand colored etching, by thomas
+    rowlandson <lora:thomas_rowlandson_sdxl_v1-000020:1.0>
+  output:
+    url: images/00265-347247939.png
+base_model: stabilityai/stable-diffusion-xl-base-1.0
+instance_prompt: hand painted etching by thomas rowlandson
+license: cc-by-nc-nd-4.0
+---
+# Thomas Rowlandson
+<Gallery />
+## Model description
+---
+[![Discord](https:&#x2F;&#x2F;img.shields.io&#x2F;discord&#x2F;1091306623819059300?color&#x3D;7289da&amp;label&#x3D;Discord&amp;logo&#x3D;discord&amp;logoColor&#x3D;fff&amp;style&#x3D;for-the-badge)](https:&#x2F;&#x2F;discord.com&#x2F;invite&#x2F;m3TBB9XEkb)
+## Model Overview
+This model card introduces the Rowlandson Visions LoRA (Low-Rank Adaptation) model, trained on the Thomas Rowlandson Hand-Colored Etchings Collection. Accessible from our [Thomas Rowlandson Collection](https:&#x2F;&#x2F;huggingface.co&#x2F;datasets&#x2F;Blib-la&#x2F;thomas_rowlandson_dataset), this model is tailored to recognize, analyze, and generate imagery inspired by Thomas Rowlandson&#39;s distinctive hand-colored etchings. These artworks, originating from the late 18th to early 19th century, offer a satirical and picturesque view of British life, society, and landscapes. The Rowlandson Visions LoRA model captures the essence of Rowlandson&#39;s artistry, enabling the generation of images that reflect his unique style and thematic focus.
+## Training Configuration
+- **Dataset**: [Thomas Rowlandson Collection](https:&#x2F;&#x2F;huggingface.co&#x2F;datasets&#x2F;Blib-la&#x2F;thomas_rowlandson_dataset)
+- **Epochs**: 20
+- **Number of Images**: 80
+- **Repeats per Image**: 10 (Employing each image multiple times during training to deepen model understanding)
+- **Optimizer**: DAdaptAdam (Chosen for its adaptability and performance with LoRA models)
+- **Precision**: bf16 (For a balanced approach to computational efficiency and memory management)
+- **Main Trigger**: Activation by the phrase &quot;hand painted etching by thomas rowlandson&quot; to generate images reflecting Rowlandson&#39;s style.
+- **Xformers**: Utilized to improve transformer model operations
+- **Captioning Method**: Employing GPT-Vision with captions designed for token shuffling to maximize learning outcomes
+- **Base Model**: Built on the foundation of Stable Diffusion XL 1.0, known for its intricate and nuanced image generation
+## Model Usage
+The Rowlandson Visions LoRA model excels in producing images that mimic Thomas Rowlandson&#39;s renowned hand-colored etchings. It serves as a powerful tool for exploring historical art styles, educational purposes, and artistic inspiration, offering insights into British culture and humor of the era.
+## Performance and Limitations
+- **Performance**: Demonstrates a robust capability to generate art that aligns with Rowlandson&#39;s hand-colored etchings, capturing the humor and critique of British society.
+- **Limitations**: Given the dataset&#39;s focus on Rowlandson&#39;s work, the model might not fully encompass the broader spectrum of 18th and 19th-century art styles.
+## Ethical Considerations
+- **Intended Use**: Crafted for scholarly, educational, and non-commercial creative endeavors, aiming to foster appreciation and understanding of historical art.
+- **Bias and Fairness**: Reflects biases inherent in Rowlandson&#39;s subjects and perspectives, indicative of his time&#39;s societal attitudes.
+## Licensing
+- **Model License**: Provided for non-commercial use under the Creative Commons Attribution-NonCommercial 4.0 Generic (CC BY-NC 4.0) license.
+- **Dataset License**: The Thomas Rowlandson Collection is licensed under CC BY-NC 2.0.
+## Contributions and Feedback
+We welcome and value your contributions to improve the model and feedback regarding its performance. For further engagement, visit the model&#39;s Hugging Face page to share your insights or contribute.
+## Trigger Words
+Utilize the phrase &quot;hand painted etching by thomas rowlandson&quot; to prompt image generation in Rowlandson&#39;s style.
+## Trigger words
+You should use `hand painted etching by thomas rowlandson` to trigger the image generation.
+## Download model
+Weights for this model are available in Safetensors format.
+[Download](/Blib-la/thomas_rowlandson_lora_sdxl/tree/main) them in the Files & versions tab.