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Martin Uribe clamytoe

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import concurrent.futures
import os
import re
from timeit import timeit
import requests
URLS = 'urls'
@willccbb
willccbb / grpo_demo.py
Last active December 22, 2025 15:51
GRPO Llama-1B
# 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},