lightonai/colpali-train-images

ColPali Train Images

This dataset contains the document-page images used by lightonai/colpali-train-fine-tuning. The pair is a reformatted derivative of vidore/colpali_train_set for multimodal retrieval fine-tuning.

Dataset structure

The train split contains:

Column	Type	Description
image_filename	string	Stable key used by the companion fine-tuning dataset.
image	image	Document-page image.

Load the dataset

from datasets import load_dataset

images = load_dataset(
    "lightonai/colpali-train-images",
    split="train",
)

Join image_filename with the same column in the documents config of lightonai/colpali-train-fine-tuning.

Source and license

This is a reformatted derivative of vidore/colpali_train_set. The upstream dataset combines several academic datasets and synthetic data. Review the upstream dataset card and the licenses of its constituent sources before redistribution or commercial use.

Citation

Please cite the original ColPali work:

@misc{faysse2024colpaliefficientdocumentretrieval,
  title={ColPali: Efficient Document Retrieval with Vision Language Models},
  author={Manuel Faysse and Hugues Sibille and Tony Wu and Bilel Omrani and Gautier Viaud and Celine Hudelot and Pierre Colombo},
  year={2024},
  eprint={2407.01449},
  archivePrefix={arXiv},
  primaryClass={cs.IR},
  url={https://arxiv.org/abs/2407.01449}
}