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| # train_grpo.py | |
| # | |
| # See https://github.com/willccbb/verifiers for ongoing developments | |
| # | |
| """ | |
| citation: | |
| @misc{brown2025grpodemo, | |
| title={Granular Format Rewards for Eliciting Mathematical Reasoning Capabilities in Small Language Models}, | |
| author={Brown, William}, |
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| import cv2 | |
| import numpy as np | |
| import mediapipe as mp | |
| # Initialize mediapipe Face Mesh and Hands solutions | |
| mp_face_mesh = mp.solutions.face_mesh | |
| mp_hands = mp.solutions.hands | |
| mp_drawing = mp.solutions.drawing_utils | |
| mp_drawing_styles = mp.solutions.drawing_styles |