TextGradEvoTrainer

Methods

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

unique parameters:

max_evolution_per_step: Maximum number of evolutionary generation for each dataset item.
population_size: Size of population for evolutionary algorithm.
evolution_method: Method of evolutionary algorithm. "para", "ga", "de" are supported.
parent_selection_mode: Method of parent selection for evolutionary algorithm. "random", "wheel", "tour" are supported.
child_selection_mode: Method of child selection for evolutionary algorithm. "child", "topk" are supported.