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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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su # Run the following commands as root | |
echo "deb http://ppa.launchpad.net/ethereum/ethereum/ubuntu bionic main | |
deb-src http://ppa.launchpad.net/ethereum/ethereum/ubuntu bionic main" > /etc/apt/sources.list.d/ethereum-bioinc.list | |
apt-key adv --keyserver keyserver.ubuntu.com --recv-keys 2A518C819BE37D2C2031944D1C52189C923F6CA9 | |
apt-get update | |
apt-get install ethereum | |
# Taken from https://linuxconfig.org/ethereum-mining-on-ubuntu-18-04-and-debian | |
# GETH Manual does not explicitly mention Debian and Ubuntu method is failing https://geth.ethereum.org/docs/install-and-build/installing-geth |
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{ | |
"content_scripts": [ | |
{ | |
"matches": ["http://*/*", "https://*/*"], | |
"js": ["inject.js"], | |
"all_frames": true | |
} | |
], | |
"web_accessible_resources": [ | |
"content.js" |
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""" | |
Minimal character-level Vanilla RNN model. Written by Andrej Karpathy (@karpathy) | |
BSD License | |
""" | |
import numpy as np | |
# data I/O | |
data = open('input.txt', 'r').read() # should be simple plain text file | |
chars = list(set(data)) | |
data_size, vocab_size = len(data), len(chars) |
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|----------------------------------------------------------------------------------------|--------------------| | |
| Object Header (64 bits) | State | | |
|-------------------------------------------------------|--------------------------------|--------------------| | |
| Mark Word (32 bits) | Klass Word (32 bits) | | | |
|-------------------------------------------------------|--------------------------------|--------------------| | |
| identity_hashcode:25 | age:4 | biased_lock:1 | lock:2 | OOP to metadata object | Normal | | |
|-------------------------------------------------------|--------------------------------|--------------------| | |
| thread:23 | epoch:2 | age:4 | biased_lock:1 | lock:2 | OOP to metadata object | Biased | | |
|-------------------------------------------------------|--------------------------------|--------------------| | |
| |
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import org.junit.Before; | |
import org.junit.Test; | |
import sun.misc.Unsafe; | |
import sun.reflect.ReflectionFactory; | |
import java.lang.reflect.Constructor; | |
import java.lang.reflect.Field; | |
import java.lang.reflect.Modifier; | |
import static org.junit.Assert.assertEquals; |
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echo "Expanding the save panel by default" | |
defaults write NSGlobalDomain NSNavPanelExpandedStateForSaveMode -bool true | |
echo "Why is this not default anymore?! Enabling full keyboard access for all controls (e.g. enable Tab in modal dialogs)" | |
defaults write NSGlobalDomain AppleKeyboardUIMode -int 3 | |
echo "I'm in yer computer, hax0ring yr passwords!" | |
echo "Requiring password immediately after sleep or screen saver begins" | |
defaults write com.apple.screensaver askForPassword -int 1 |
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import java.util.ArrayList; | |
import java.util.Iterator; | |
import java.util.List; | |
import java.util.concurrent.Callable; | |
import java.util.concurrent.ExecutorService; | |
import java.util.concurrent.Future; | |
import java.util.concurrent.LinkedBlockingQueue; | |
import java.util.concurrent.ThreadPoolExecutor; | |
import java.util.concurrent.TimeUnit; |