Ayton Meintjes ameintjes

This is a simplistic setup trying to emulate at least part of i3 behaviour on MacOS using yabai. Key-bindings are partially replicated due to the presence of MacOS built-in bindings

Start with installing (and understanding) following tools

yabai - https://github.com/koekeishiya/yabai
skhd - https://github.com/koekeishiya/skhd
stackline - https://github.com/AdamWagner/stackline

🐘 Postgres Standalone

Why?

Localize your database into one single folder of your choosing.
No sudo / root requirement.
Run multiple Postgres at the same time on the same machine- Full bare metal performance.
Postgres is a great starter before moving to "slow single machine but horizontal scale": CockroachDB, ScyllaDB, etc.

Compile

How large are large language models? (2025)

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.

History

GPT-2,-medium,-large,-xl (2019): 137M, 380M, 812M, 1.61B. Source: openai-community/gpt2. Trained on the unreleased WebText dataset said to 40GB of Internet text - I estimate that to be roughly 10B tokens. You can see a list of the websites that went into that data set here domains.txt.
GPT-3 aka davinci, davinci-002 (2020): 175B parameters. There is a good breakdown of how those parameters are 'spent' here [How d

	Examples of Microsoft's Robocopy Syntax
	#1 Simple copy
	To copy contents of C:\UserFolder to C:\FolderBackup:
	Robocopy C:\UserFolder C:\FolderBackup
	This is the simplest usage for Robocopy

	#2 Copy all content including empty directory
	To copy all contents including empty directories of SourceFolder to DestinationFolder:
	Robocopy C:\SourceDir C:\DestDir /E

	#!/usr/bin/env python3

	import aioesphomeapi
	import asyncio

	async def main():
	loop = asyncio.get_running_loop()
	cli = aioesphomeapi.APIClient(loop, "foobarhostname", 6053, "foobarpassword")

	await cli.connect(login=True)

	/*
	The MIT License (MIT)

	Copyright (c) 2021 Pierre Lindenbaum

	Permission is hereby granted, free of charge, to any person obtaining a copy
	of this software and associated documentation files (the "Software"), to deal
	in the Software without restriction, including without limitation the rights
	to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
	copies of the Software, and to permit persons to whom the Software is

	import time
	import bluetooth
	from micropython import const
	_IRQ_SCAN_RESULT = const(5)
	_IRQ_SCAN_DONE = const(6)

	def bt_irq(event, data):
	if event == _IRQ_SCAN_RESULT:
	# A single scan result.
	addr_type, addr, connectable, rssi, adv_data = data