27 lines
994 B
Python
27 lines
994 B
Python
import typing as t
|
|
|
|
from toolbox.core.consts import PromptConstants
|
|
from toolbox.datasets.kajiwoto import (KajiwotoDataset, generate_variants_for,
|
|
replace_special_tokens_in)
|
|
from toolbox.modules import BaseModule
|
|
|
|
|
|
class KajiwotoVDM(BaseModule):
|
|
'''A Vanilla Dialogue Module powered by the Kajiwoto dataset.'''
|
|
|
|
def generator(self) -> t.Generator[list[str], None, None]:
|
|
dataset = KajiwotoDataset()
|
|
for episode in dataset:
|
|
turns: t.List[str] = []
|
|
for turn in episode:
|
|
turns.append(
|
|
f"{PromptConstants.USER_PREFIX}: {turn.user_message}")
|
|
turns.append(
|
|
f"{PromptConstants.BOT_TOKEN}: {turn.bot_response}")
|
|
|
|
string = "\n".join(turns)
|
|
processed_string = replace_special_tokens_in(string)
|
|
|
|
for generated_string in generate_variants_for(processed_string):
|
|
yield generated_string.split("\n")
|