lazyslide.models.multimodal.OmiCLIP

class OmiCLIP(model_path=None, token=None)

Bases: ImageTextModel

🤗Hugging Face GitHub Paper Params: 638.5M FLOPs: 156.94G BSD-3-Clause [Chen et al., 2025] A visual-omics foundation model to bridge histopathology with spatial transcriptomics

encode_image(image)

Batch–encode a list of image file paths into L2‑normalized embeddings. Returns a tensor of shape (N, D).

encode_text(text)

Batch–encode a list of strings into L2‑normalized embeddings. Returns a tensor of shape (N, D).