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OPSD LoRA checkpoints + variant configs + manifest (public)
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import re
from agents.variants.base import TeacherVariant
from agents.verify import answer_matches
ANSWER_ONLY = re.compile(r"^\s*The correct final answer is\s*\\boxed\{.+\}\.?\s*$", re.S)
class P2b(TeacherVariant):
"""Flywheel bet: identical to P2 except the truncated branch, which gets a tight
in-voice full solution to pressure the student to finish within the token cap.
Kill-switch: retire if avg@k dips while completion-rate rises."""
name = "p2b_flywheel"
description = "= P2, but truncated rollouts get a tight full solution (compression bet)"
def accepts(self, prefix, reference):
if ANSWER_ONLY.match(prefix or ""):
return answer_matches(prefix, reference)
return super().accepts(prefix, reference)
def compliant(self, r, attempt, tok):
"""Truncated-branch compliance: r must be <= 0.8x the attempt in tokens."""
lr = len(tok(r or "", add_special_tokens=False)["input_ids"])
la = len(tok(attempt or "", add_special_tokens=False)["input_ids"]) or 1
return lr <= 0.8 * la
VARIANT = P2b