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@willccbb
willccbb / grpo_demo.py
Last active June 28, 2026 23:11
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},
@virattt
virattt / rag-reranking-gpt-colbert-mistral.ipynb
Last active March 12, 2025 10:09
rag-reranking-gpt-colbert-mistral.ipynb
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@narulkargunjan
narulkargunjan / NLP_Demo.py
Last active August 9, 2023 02:47
Topic Modeling (LDA/Word2Vec) with Spacy
import os
import codecs
data_directory = os.path.join('..', 'data',
'yelp_dataset_challenge_academic_dataset')
businesses_filepath = os.path.join(data_directory,
'yelp_academic_dataset_business.json')
with codecs.open(businesses_filepath, encoding='utf_8') as f:
@aunyks
aunyks / snakecoin-server-full-code.py
Last active May 6, 2026 09:39
The code in this gist isn't as succinct as I'd like it to be. Please bare with me and ask plenty of questions that you may have about it.
from flask import Flask
from flask import request
import json
import requests
import hashlib as hasher
import datetime as date
node = Flask(__name__)
# Define what a Snakecoin block is
class Block:
@lucidfrontier45
lucidfrontier45 / galera_cluster.yml
Last active May 17, 2024 13:15
docker-compose file for mariadb galera cluster
node1:
image: hauptmedia/mariadb:10.1
hostname: node1
ports:
- 13306:3306
environment:
- MYSQL_ROOT_PASSWORD=test
- REPLICATION_PASSWORD=test
- MYSQL_DATABASE=maria
- MYSQL_USER=maria
@Humerus
Humerus / index.html
Created April 16, 2015 00:09
Docker Exec Web Console
<html>
<head>
<link href="//maxcdn.bootstrapcdn.com/bootstrap/3.2.0/css/bootstrap.min.css" rel="stylesheet">
<script src="//ajax.googleapis.com/ajax/libs/jquery/1.11.1/jquery.min.js"></script>
<link rel="stylesheet" href="//ajax.googleapis.com/ajax/libs/jqueryui/1.11.2/themes/smoothness/jquery-ui.css" />
<script src="//ajax.googleapis.com/ajax/libs/jqueryui/1.11.2/jquery-ui.min.js"></script>
<script src="//cdn.rawgit.com/chjj/term.js/0b10f6c55d5113d50d0ff94b6c38a46375a5f9a5/src/term.js"></script>
<script src="//maxcdn.bootstrapcdn.com/bootstrap/3.2.0/js/bootstrap.min.js"></script>
@tmaiaroto
tmaiaroto / image-proxy.conf
Last active November 20, 2024 13:00
Nginx Image Filter Resize Proxy Service
# Feel free to change this path of course (and keys_zone value as well, but also change the usage of it below).
proxy_cache_path /var/www/cache/resized levels=1:2 keys_zone=resizedimages:10m max_size=1G;
# Gzip was on in another conf file of mine...You may need to uncomment the next line.
#gzip on;
gzip_disable msie6;
gzip_static on;
gzip_comp_level 4;
gzip_proxied any;
# Again, be careful that you aren't overwriting some other setting from another config's http {} section.
<?php
namespace Category\Command;
use Category\CategoryId;
use Message\AbstractMessage;
use Message\Message;
use Message\MessageId;
use Message\MessageTrait;
use Product\Command\ProductsCommandTrait;
@messified
messified / php-interview.md
Last active August 30, 2025 14:31
PHP Engineer Interview: What you should know

PHP Developer Interview: What you should know

1. What’s the difference between " self " and " this " ?

Use $this to refer to the current object. Use self to refer to the current class. In other words, use $this->member for non-static members, use self::$member for static members.

Source: When to use self vs this -stackoverflow

@stevelacey
stevelacey / UrlGenerator.php
Last active October 7, 2015 21:18
Symfony2: use object to set route parameters
<?php
namespace Acme\BaseBundle\Routing\Generator;
use Symfony\Component\Routing\Generator\UrlGenerator as BaseUrlGenerator;
use Doctrine\Common\Util\Inflector;
/**
* UrlGenerator generates URL based on a set of routes.
*