FewShotTrainer

Methods

__init__

It shares the same parameters as the Trainer class, with some additional unique parameters.

unique parameters:

• num_candidates: Number of candidate few-shot example groups to generate.
• max_bootstrapped_demos: Maximum number of bootstrapped examples. (examples with generated internal steps)
• max_labeled_demos: Maximum number of labeled examples. (examples selected from trainset)
• success_score: score threshold to determine if model is successful to solve the task.