Add score answer to support comma format

This commit is contained in:
AhmedSaif2 2025-02-20 20:52:31 +02:00
parent 3adf5b6c22
commit 1da1909666
3 changed files with 48 additions and 6 deletions

View file

@ -1,6 +1,6 @@
from dataclasses import dataclass
from random import Random
from typing import Any, Literal, Optional
from typing import Any, Dict, Literal, Optional
from ..factory import ProceduralDataset, register_dataset
@ -64,9 +64,6 @@ class BasicArithmeticDataset(ProceduralDataset):
def __init__(self, config: BasicArithmeticDatasetConfig):
super().__init__(config=config, seed=config.seed, size=config.size)
self.added_instruction = (
" Ensure to report the answer as an integer. Do not add commas to the integer answers reported."
)
def __getitem__(self, idx: int) -> dict[str, Any]:
"""Generate a single arithmetic task
@ -235,6 +232,21 @@ class BasicArithmeticDataset(ProceduralDataset):
template = rng.choice(templates)
return template.format(expression)
def score_answer(self, answer: Optional[str], entry: Dict[str, any]) -> float:
"""Overwrite this method in derived classes if a single oracle answer is not available."""
oracle_answer = entry["answer"].strip()
reward = 0.0
if answer is not None and len(answer) > 0:
answer = answer.strip().replace(",", "")
if answer == oracle_answer:
reward = 1.0
elif oracle_answer in answer:
reward = len(oracle_answer) / len(answer)
else:
reward = 0.01
return reward
# Register the dataset
register_dataset("basic_arithmetic", BasicArithmeticDataset, BasicArithmeticDatasetConfig)