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@willccbb
willccbb / grpo_demo.py
Last active March 16, 2026 11:22
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},
anonymous
anonymous / Slide Links
Created February 2, 2016 22:51
@jcoglan
jcoglan / belongs_to_lambda.md
Last active August 29, 2015 14:01

An ActiveRecord conundrum

I'm going to describe a weird problem I faced when using ActiveRecord today. To protect the innocent, I'm not going to talk about the app I'm actually working on but will instead discuss a hypothetical but isomorphic database design for a clone of the popular blogging platform Tumblr.

Tumblr lets you publish various different sorts of content. We might be tempted to shove all these types in a big STI table, but the types are all quite different from one another and so we give them their own tables.

@boucher
boucher / StripeTutorialPage.html
Created February 6, 2012 07:05
Stripe Tutorial Payment Form
<!DOCTYPE html>
<html lang="en">
<head>
<meta http-equiv="Content-type" content="text/html; charset=utf-8" />
<title>Stripe Getting Started Form</title>
<script type="text/javascript" src="https://js.stripe.com/v1/"></script>
<!-- jQuery is used only for this example; it isn't required to use Stripe -->
<script type="text/javascript" src="https://ajax.googleapis.com/ajax/libs/jquery/1.6.2/jquery.min.js"></script>
<script type="text/javascript">
// this identifies your website in the createToken call below
@processone
processone / strophe.websocket.js
Created December 13, 2010 16:04
Websocket support in strophe.js
/** Class: Strophe.WebSocket
* XMPP Connection manager.
*
* Thie class is the main part of Strophe. It manages a BOSH connection
* to an XMPP server and dispatches events to the user callbacks as
* data arrives. It supports SASL PLAIN, SASL DIGEST-MD5, and legacy
* authentication.
*
* After creating a Strophe.Connection object, the user will typically
* call connect() with a user supplied callback to handle connection level