torch_geometric.nn.models.GITMol

class GITMol

Bases: Module

The GITMol model from the “GIT-Mol: A Multi-modal Large Language Model for Molecular Science with Graph, Image, and Text” paper.

Note

For an example of using GITMol, see examples/llm/git_mol.py.

forward(x: Tensor, edge_index: Tensor, batch: Tensor, edge_attr: Optional[Tensor], smiles: List[str], images: Tensor, captions: List[str]) → Tensor

Defines the computation performed at every call.

Should be overridden by all subclasses.

Note

Although the recipe for forward pass needs to be defined within this function, one should call the Module instance afterwards instead of this since the former takes care of running the registered hooks while the latter silently ignores them.

Return type:

Tensor