| """ | |
| 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 |
Terminals should generate the 256-color palette from the user's base16 theme.
If you've spent much time in the terminal, you've probably set a custom base16 theme. They work well. You define a handful of colors in one place and all your programs use them.
The drawback is that 16 colors is limiting. Complex and color-heavy programs struggle with such a small palette.
| Name | Input | Output | |
|---|---|---|---|
| Gemini 2.0 Flash-Lite | $0.075 | $0.30 | |
| Mistral 3.1 Small | $0.10 | $0.30 | |
| Gemini 2.0 Flash | $0.10 | $0.40 | |
| ChatGPT 4.1-nano | $0.10 | $0.40 | |
| DeepSeek v3 (old) | $0.14 | $0.28 | |
| ChatGPT 4o-mini | $0.15 | $0.60 | |
| Gemini 2.5 Flash | $0.15 | $0.60 | |
| DeepSeek v3 | $0.27 | $1.10 | |
| Grok 3-mini | $0.30 | $0.50 |
This guide is for homelab admins who understand IPv4s well but find setting up IPv6 hard or annoying because things work differently. In some ways, managing an IPv6 network can be simpler than IPv4, one just needs to learn some new concepts and discard some old ones.
Let’s begin.
First of all, there are some concepts that one must unlearn from ipv4:
Concept 1
| -- SELECT gen_prefixed_id('account_', 20); | |
| -- account_9f2oOuK23Xpv3rdtHnQY | |
| -- Example usage in a table column definition: | |
| -- id text DEFAULT gen_prefixed_id('account_', 16) PRIMARY KEY | |
| -- Load the built-in pgcrypto module if not loaded. | |
| CREATE EXTENSION IF NOT EXISTS pgcrypto; | |
| -- Create a function that takes a text prefix and the length of the |
Specifically from Rakuten TV (live.tv.rakuten.co.jp)
FMI: https://cdm-project.com/How-To/ & https://old.reddit.com/r/Piracy/comments/y30ffr/
| import 'package:flutter/material.dart'; | |
| import 'package:go_router/go_router.dart'; | |
| main() { | |
| CustomNavigationHelper.instance; | |
| runApp(const App()); | |
| } | |
| class App extends StatelessWidget { | |
| const App({Key? key}) : super(key: key); |
How to set up WireGuard as an iOS VPN configuration in order to tunnel all traffic from an iOS or iPadOS device through a Linux server.
While there are many configurations possible, my intentation was to secure the traffic from my iOS device by routing it securely through a Linux server. As such, this HowTo will show you how to set-up an initial working configuration, which you can customize afterward.
Most likely things will be missing, such as how to configure the firewall or the init scripts on your Linux distribution. As it won't be possible to cover all Linux flavors this HowTo will attempt to give you a working WireGuard configuration, leaving it up to you to fill-in the blanks. Feel free to write a comment to touch upon your specific situation to help others that might stumble upon this HowTo :)
Note: In these configuration examples I use
10.8.0.1/24and10.8.0.2/24. However, as WireGuard IPs may not overlap your other network interfaces