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clement-cvll/jean-leon-gerome-desert

Jean-Léon Gérôme Orientalist LoRA Dataset Dataset Description This dataset consists of high-quality digital reproductions of 19th-century Orientalist and Historical paintings by the French academic artist Jean-Léon Gérôme (1824–1904), paired with concise descriptions. The descriptions are specifically formulated for use in fine-tuning Low-Rank Adaptation (LoRA) modules of modern generative image models, focusing on Gérôme's distinctive Academic Realism, smooth… See the full description on the dataset page: https://huggingface.co/datasets/clement-cvll/jean-leon-gerome-desert.

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Dataset Card

Jean-Léon Gérôme Orientalist LoRA Dataset

Dataset Description

This dataset consists of high-quality digital reproductions of 19th-century Orientalist and Historical paintings by the French academic artist Jean-Léon Gérôme (1824–1904), paired with concise descriptions.

The descriptions are specifically formulated for use in fine-tuning Low-Rank Adaptation (LoRA) modules of modern generative image models, focusing on Gérôme's distinctive Academic Realism, smooth finish, Orientalist settings, and characteristic color palettes.

Dataset Features

The data is structured as a collection of image files and a single metadata.jsonl file containing the descriptive data.

Feature NameData TypeDescriptionExample
file_namestringThe file name of the corresponding image (e.g., horse_desert.jpg).horse_desert.jpg
titlestringThe common title and year of the painting.Rider and his Steed in the Desert (1872)
textstringThe concise, technical description/prompt for model training.Jean-Léon Gérôme style, Academic realism. A lone Arab rider kneeling beside his exhausted, glossy brown horse in the immense, sun-drenched desert. Stark light, smooth finish, Orientalist landscape.

<img src="https://datasets-server.huggingface.co/cached-assets/clement-cvll/jean-leon-gerome-desert/--/715e6da68f67e29d390c417ea23e5732cebaf5c0/--/default/train/0/image/image.jpg?Expires=1761073072&Signature=fbUMmcLN7Nle~1WqMRNnOs4CW0t6IxiGF6FY4CGgdl5AQi0DqAwEiRsobi0px4qFyRvUP5N7pKXBNL3c0-ixG~C8Gb~V6AmQf0lNBIbrtcjO3fRhHcbF9VtqK1N36zYwxywzD-jdLPAcr9VYQG2hDXWxWbcdGb1Jjyskt2PqE8hRqoKWWdTqK-sMVaVi0wBWWaA65GYLpMR13hO8K0Np6Tx9c0S-9V4asugThvDgy2uwwQ1Weu8a-I0G90g~cZptKOFlTkZOra9Z-yDMcvHtwB9XvNH42Q7kD3xzdo3o3p2swE-nlOFM3dWtM3TZlCc5LM18B1pQ69mb3uZhfO8Jrw__&Key-Pair-Id=K3EI6M078Z3AC3" alt="Rider and his Steed in the Desert (1872)" width="1200"/>

Usage

Load the dataset

python
from datasets import load_dataset

dataset = load_dataset("clement-cvll/jean-leon-gerome-desert")

Example for LoRA Fine-Tuning

This dataset is designed to be used with a vision-language model, where the text field serves as the prompt for training the LoRA module.

Target Style Prompt: "Jean-Léon Gérôme style, Academic realism. A long column of Egyptian recruits (soldiers/civilians), with a few armed guards, walking through a vast, sun-baked desert. Figures are clustered in a linear formation, casting long shadows on the sandy ground."

Licensing and Copyright

The original paintings by Jean-Léon Gérôme (d. 1904) are in the Public Domain worldwide due to expired copyright. The digital reproductions were sourced from Wikimedia Commons and are licensed under:

  • —Creative Commons Zero 1.0 Universal Public Domain Dedication (CC0 1.0) (cc0-1.0)
  • —Requirement: No restrictions. Attribution is encouraged but not legally required.