trinity.common.rewards package

Submodules

• trinity.common.rewards.accuracy_reward module
  • AccuracyReward
    • AccuracyReward.__init__()
• trinity.common.rewards.agents_reward module
• trinity.common.rewards.countdown_reward module
  • CountDownRewardFn
    • CountDownRewardFn.__init__()
• trinity.common.rewards.dapo_reward module
  • MathDAPORewardFn
    • MathDAPORewardFn.__init__()
    • MathDAPORewardFn.compute_overlong_penalty()
• trinity.common.rewards.eval_utils module
  • parse_with_timeout()
  • verify_with_timeout()
  • simple_answer_parser()
  • find_boxed_answer()
  • extract_solution()
  • validate_equation()
  • evaluate_equation()
  • validate_think_pattern()
  • compute_score_v0()
  • is_equiv()
  • remove_boxed()
  • last_boxed_only_string()
  • remove_right_units()
• trinity.common.rewards.format_reward module
  • FormatReward
    • FormatReward.__init__()
• trinity.common.rewards.human_reward module
• trinity.common.rewards.math_reward module
  • MathRewardFn
    • MathRewardFn.DEFAULT_FORMAT_PATTERN
    • MathRewardFn.DEFAULT_ANSWER_PARSER()
    • MathRewardFn.__init__()
  • MathBoxedRewardFn
    • MathBoxedRewardFn.__init__()
• trinity.common.rewards.naive_dapo_score module
  • normalize_final_answer()
  • timeout()
  • count_unknown_letters_in_expr()
  • should_allow_eval()
  • are_equal_under_sympy()
  • split_tuple()
  • grade_answer()
  • match_answer()
  • compute_score()
• trinity.common.rewards.qwen25_eval module
  • verify_math_answer()
  • extract_answer()
  • strip_string()
  • fix_fracs()
  • fix_a_slash_b()
  • fix_sqrt()
  • convert_word_number()
  • math_equal()
  • numeric_equal()
  • symbolic_equal()
• trinity.common.rewards.reward_fn module
  • RewardFn
    • RewardFn.__init__()
  • RMGalleryFn
    • RMGalleryFn.__init__()
• trinity.common.rewards.tool_reward module
• trinity.common.rewards.utils module
  • to_rm_gallery_messages()

Module contents

Reward functions for RFT

class trinity.common.rewards.RewardFn(**kwargs)

Bases: ABC

Base Reward Function Class.

abstract __init__(**kwargs) → None