| """ | |
| The most atomic way to train and inference 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 |
| name | description | disable-model-invocation |
|---|---|---|
codex |
Use OpenAI Codex CLI for complex debugging, code analysis, or when stuck on difficult problems. Invokes Codex with a file-based question/answer pattern. |
true |
When you encounter a difficult problem that would benefit from a second perspective or deep analysis, use Codex via the file-based pattern.
This aims to be factual information about the size of large language models. None of this document was written by AI. I do not include any information from leaks or rumors. The focus of this document is on base models (the raw text continuation engines, not 'helpful chatbot/assistants'). This is a view from a few years ago to today of one very tiny fraction of the larger LLM story that's happening.
| """Hello world, with a genetic algorithm. | |
| https://twitter.com/matthen2/status/1769368467067621791 | |
| """ | |
| import random | |
| import time | |
| from dataclasses import dataclass | |
| from itertools import chain | |
| from typing import Iterable, List |
| import collections, random, sys, textwrap | |
| # Build possibles table indexed by pair of prefix words (w1, w2) | |
| w1 = w2 = '' | |
| possibles = collections.defaultdict(list) | |
| for line in sys.stdin: | |
| for word in line.split(): | |
| possibles[w1, w2].append(word) | |
| w1, w2 = w2, word |
I wanted my iPad Pro to be able to use the Magic Keyboard in portrait mode, but the current Smart Connector configuration does not allow this. With too much time on my hands, I made a short jumper cable using a section of USB cable, 5-pin POGO connectors (the 5-pin works using pins 1, 3, and 5, and removing pins 2 and 4), a small electrical project box, 3mm N52 magnets, and some epoxy and Sugru to pack everything into place. My cable and connections orientation had more to do with the boxes I found to encase the connector (with holes on the small end) than anything else. Obviously, there will be many ways to do this.
