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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},
@gd3kr
gd3kr / script.js
Created February 15, 2024 06:30
Download a JSON List of twitter bookmarks
/*
the twitter api is stupid. it is stupid and bad and expensive. hence, this.
Literally just paste this in the JS console on the bookmarks tab and the script will automatically scroll to the bottom of your bookmarks and keep a track of them as it goes.
When finished, it downloads a JSON file containing the raw text content of every bookmark.
for now it stores just the text inside the tweet itself, but if you're reading this why don't you go ahead and try to also store other information (author, tweetLink, pictures, everything). come on. do it. please?
*/
@veekaybee
veekaybee / normcore-llm.md
Last active March 16, 2026 11:27
Normcore LLM Reads

Anti-hype LLM reading list

Goals: Add links that are reasonable and good explanations of how stuff works. No hype and no vendor content if possible. Practical first-hand accounts of models in prod eagerly sought.

Foundational Concepts

Screenshot 2023-12-18 at 10 40 27 PM

Pre-Transformer Models

@kylechui
kylechui / dot-repeating.md
Last active January 15, 2026 23:28
A basic overview of how to manage dot-repeating in your Neovim plugin, as well as manipulate it to "force" what action is repeated.

Adding dot-repeat to your Neovim plugin

In Neovim, the . character repeats "the most recent action"; however, this is not always respected by plugin actions. Here we will explore how to build dot-repeat support directly into your plugin, bypassing the requirement of dependencies like repeat.vim.

The Basics

When some buffer-modifying action is performed, Neovim implicitly remembers the operator (e.g. d), motion (e.g. iw), and some other miscellaneous information. When the dot-repeat command is called, Neovim repeats that operator-motion combination. For example, if we type ci"text<Esc>, then we replace the inner contents of some double quotes with text, i.e. "hello world""text". Dot-repeating from here will do the same, i.e. "more samples""text".

Using operatorfunc

@moyix
moyix / killbutmakeitlooklikeanaccident.sh
Created February 5, 2022 22:51
Script to inject an exit(0) syscall into a running process. NB: only x86_64 for now!
#!/bin/bash
gdb -p "$1" -batch -ex 'set {short}$rip = 0x050f' -ex 'set $rax=231' -ex 'set $rdi=0' -ex 'cont'
@onlurking
onlurking / programming-as-theory-building.md
Last active March 7, 2026 01:02
Programming as Theory Building - Peter Naur

Programming as Theory Building

Peter Naur

Peter Naur's classic 1985 essay "Programming as Theory Building" argues that a program is not its source code. A program is a shared mental construct (he uses the word theory) that lives in the minds of the people who work on it. If you lose the people, you lose the program. The code is merely a written representation of the program, and it's lossy, so you can't reconstruct

@tomhicks
tomhicks / plink-plonk.js
Last active December 26, 2025 08:35
Listen to your web pages

Everything I Know About UI Routing

Definitions

  1. Location - The location of the application. Usually just a URL, but the location can contain multiple pieces of information that can be used by an app
    1. pathname - The "file/directory" portion of the URL, like invoices/123
    2. search - The stuff after ? in a URL like /assignments?showGrades=1.
    3. query - A parsed version of search, usually an object but not a standard browser feature.
    4. hash - The # portion of the URL. This is not available to servers in request.url so its client only. By default it means which part of the page the user should be scrolled to, but developers use it for various things.
    5. state - Object associated with a location. Think of it like a hidden URL query. It's state you want to keep with a specific location, but you don't want it to be visible in the URL.
@WebReflection
WebReflection / custom-elements-pattern.md
Last active July 29, 2025 22:04
Handy Custom Elements' Patterns

Handy Custom Elements' Patterns

Ricardo Gomez Angel Photo by Ricardo Gomez Angel on Unsplash

This gist is a collection of common patterns I've personally used here and there with Custom Elements.

These patterns are all basic suggestions that could be improved, enriched, readapted, accordingly with your needs.