Source code for oumi.datasets.vision_language.rlaif_v

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# Licensed under the Apache License, Version 2.0 (the "License");
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#     http://www.apache.org/licenses/LICENSE-2.0
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from oumi.core.datasets import VisionLanguageDpoDataset
from oumi.core.registry import register_dataset




@register_dataset("openbmb/RLAIF-V-Dataset")
class OpenbmbRlaifVDataset(VisionLanguageDpoDataset):
    """Preprocess the RLAIF-V dataset for DPO.

    See Also:
        For more information on how to use this dataset, refer to:
        - Huggingface hub: https://huggingface.co/datasets/openbmb/RLAIF-V-Dataset
    """

    default_dataset = "openbmb/RLAIF-V-Dataset"

    def __init__(self, *args, **kwargs):
        """Initialize the OpenbmbRlaifVDataset."""
        super().__init__(
            *args,
            images_key="image",
            prompt_key="question",
            chosen_key="chosen",
            rejected_key="rejected",
            **kwargs,
        )