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"""
The most atomic way to train and run inference for a GPT in pure, dependency-free Python.
This file is the complete algorithm.
Everything else is just efficiency.
@karpathy
"""
import os # os.path.exists
import math # math.log, math.exp
@intellectronica
intellectronica / 0.README.md
Last active February 23, 2026 11:47
Filez - Ad-Hoc File Sharing Using GitHub Pages

GitHub Pages File-Sharing

If you sometimes find yourself needing to share a file over HTTP, there are not many file-sharing solutions you can use.

This action works by publishing files via GitHub Pages behind an obscure prefix path. It updates the repository README with the URLs, so that you have links to the published files.

You can keep the repository secret, and the files are public but semi-secret, so you can share them without concern that other files will be discovered.

@veekaybee
veekaybee / normcore-llm.md
Last active April 9, 2026 16:21
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

@kylemcdonald
kylemcdonald / function-calling.ipynb
Created June 14, 2023 01:10
Example of OpenAI function calling API to extract data from LAPD newsroom articles.
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@nateraw
nateraw / stable_diffusion_walk.py
Created August 18, 2022 05:59
Walk between stable diffusion text prompts
"""
Built on top of this gist by @karpathy:
https://gist.github.com/karpathy/00103b0037c5aaea32fe1da1af553355
stable diffusion dreaming over text prompts
creates hypnotic moving videos by smoothly walking randomly through the sample space
example way to run this script:
$ python stable_diffusion_walk.py --prompts "['blueberry spaghetti', 'strawberry spaghetti']" --seeds 243,523 --name berry_good_spaghetti
@kylemcdonald
kylemcdonald / Collect Parler Metadata.ipynb
Last active July 27, 2025 17:52
Collect video URLs and GPS data for Parler videos.
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@Mediaeater
Mediaeater / unfollow.js
Created June 15, 2020 19:18 — forked from JamieMason/unfollow.js.md
Unfollow everyone on twitter.com
// Unfollow everyone on twitter.com, by Jamie Mason (https://twitter.com/fold_left)
// https://gist.github.com/JamieMason/7580315
//
// 1. Go to https://twitter.com/YOUR_USER_NAME/following
// 2. Open the Developer Console. (COMMAND+ALT+I on Mac)
// 3. Paste this into the Developer Console and run it
//
// Last Updated: 09 April 2020
(() => {
const $followButtons = '[data-testid$="-unfollow"]';
@IanColdwater
IanColdwater / twittermute.txt
Last active March 8, 2026 00:11
Here are some terms to mute on Twitter to clean your timeline up a bit.
Mute these words in your settings here: https://twitter.com/settings/muted_keywords
ActivityTweet
generic_activity_highlights
generic_activity_momentsbreaking
RankedOrganicTweet
suggest_activity
suggest_activity_feed
suggest_activity_highlights
suggest_activity_tweet
@fredbenenson
fredbenenson / app.R
Created June 20, 2019 20:13
Tweet Explore
# install.packages("mongolite")
require("mongolite")
require("tidyverse")
require("lubridate")
library(DT)
connection <- mongo(collection = "tweets", db = "tweets", url = "mongodb://localhost")
query <- '{
"$and": [

Trying to deploy WPA3 on my home network

Introduction

Recently, news broke about a new possible offline attack on WPA2 using PMKID. To summarize the attack, WPA2 protected APs can end up broadcasting PMKID values which can then be used to offline-brute-force the password.

These PMKID values are computed this way:

PMKID = HMAC-SHA1-128(PMK, "PMK Name" | MAC_AP | MAC_STA)