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# Copyright 2024 Bytedance Ltd. and/or its affiliates
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
try:
from math_verify.errors import TimeoutException
from math_verify.metric import math_metric
from math_verify.parser import ExprExtractionConfig, LatexExtractionConfig
except ImportError:
print("To use Math-Verify, please install it first by running `pip install math-verify`.")
def compute_score(model_output: str, ground_truth: str, timeout_score: float = 0) -> bool:
verify_func = math_metric(
gold_extraction_target=(LatexExtractionConfig(),),
pred_extraction_target=(ExprExtractionConfig(), LatexExtractionConfig()),
)
ret_score = 0.0
# Wrap the ground truth in \boxed{} format for verification
ground_truth_boxed = "\\boxed{" + ground_truth + "}"
try:
ret_score, _ = verify_func([ground_truth_boxed], [model_output])
except Exception:
pass
except TimeoutException:
ret_score = timeout_score
return ret_score
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