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15 changes: 10 additions & 5 deletions slime/rollout/rm_hub/deepscaler.py
Original file line number Diff line number Diff line change
@@ -1,12 +1,17 @@
from .math_utils import extract_answer, grade_answer_mathd, grade_answer_sympy


def get_deepscaler_rule_based_reward(response, label):
def _extract_solution_text(response: str) -> str | None:
if "</think>" in response:
model_solution = response.split("</think>")[-1]
elif "###Response" in response:
model_solution = response.split("###Response")[1]
else:
return response.split("</think>")[-1]
if "###Response" in response:
return response.split("###Response")[1]
return response


def get_deepscaler_rule_based_reward(response, label):
model_solution = _extract_solution_text(response)
if not model_solution:
return 0

model_answer = extract_answer(model_solution)
Expand Down
6 changes: 6 additions & 0 deletions tests/test_math_reward_utils.py
Original file line number Diff line number Diff line change
@@ -0,0 +1,6 @@
from slime.rollout.rm_hub.deepscaler import get_deepscaler_rule_based_reward


def test_deepscaler_reward_fallback_without_markers():
response = "Answer: \\boxed{42}"
assert get_deepscaler_rule_based_reward(response, "42") == 1