langtest.tasks.task.VisualQA#

class VisualQA#

Bases: BaseTask

__init__()#

Methods

__init__()
column_mapping(item_keys, columns_names, ...)	Return the column mapping.
create_sample(row_data[, image, question, ...])	Create a sample.
load_model(model_path, model_hub[, model_type])	Load the model.

Attributes

get_sample_cls	Return the sample class.
task_registry

column_mapping(item_keys, columns_names, *args, **kwargs)#

Return the column mapping.

create_sample(row_data: dict, image: str = 'image_1', question: str = 'question', options: str = 'options', answer: str = 'answer', dataset_name: str = '') → VisualQASample#

Create a sample.

property get_sample_cls#

Return the sample class.

classmethod load_model(model_path: str, model_hub: str, model_type: Literal['chat', 'completion'] | None = None, *args, **kwargs)#

Load the model.

sample_class#

alias of VisualQASample