PyTorch¶

PyTorch/HuggingFace backend configuration for MinerU VL text extraction.

MinerUVLTextPyTorchConfig ¶

Bases: BaseModel

PyTorch/HuggingFace backend config for MinerU VL text extraction.

Uses HuggingFace Transformers with Qwen2VLForConditionalGeneration.

Example

from omnidocs.tasks.text_extraction import MinerUVLTextExtractor
from omnidocs.tasks.text_extraction.mineruvl import MinerUVLTextPyTorchConfig

extractor = MinerUVLTextExtractor(
    backend=MinerUVLTextPyTorchConfig(device="cuda")
)
result = extractor.extract(image)