Source code for oumi.datasets.vision_language.pixmo_ask_model_anything

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from typing_extensions import override  # noqa: I001

from oumi.core.datasets import VisionLanguageSftDataset
from oumi.core.registry import register_dataset
from oumi.core.types.conversation import (
    ContentItem,
    Conversation,
    Message,
    Role,
    Type,
)


[docs] @register_dataset("allenai/pixmo-ask-model-anything") class PixmoAskModelAnythingDataset(VisionLanguageSftDataset): """Dataset class for the `allenai/pixmo-docs` dataset. The dataset is affected by some image URLs having a 404 issue. """ default_dataset = "allenai/pixmo-ask-model-anything"
[docs] @override def transform_conversation(self, example: dict) -> Conversation: """Transform the example into a Conversation object.""" conversation = Conversation( messages=[ Message( role=Role.USER, content=[ ContentItem(type=Type.IMAGE_URL, content=example["image_url"]), ContentItem(type=Type.TEXT, content=example["question"]), ], ), Message(role=Role.ASSISTANT, content=example["answer"]), ] ) return conversation