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Performance improvements of reward calculation #286

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saidineshpola wants to merge 2 commits into huggingface:main from saidineshpola:main

+10 −17

saidineshpola commented Feb 11, 2025

Added these updates in reward calculation for slight performance improvements.

Vectorized Operations in n-gram calculation
Regex Compilation before using them

saidineshpola added 2 commits

February 12, 2025 00:39


          Update rewards.py with vectorized operations

cb5d593

Using vectorized operations in repetition_penalty_reward for ngrams


          Update rewards.py with regex compile

83215ec

Compile regex patterns before and reuse them

saidineshpola changed the title ~~Performance improvement of reward calculation~~ Performance improvements of reward calculation

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