Kalen KalenAnson

## base model trends.md

      
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                base model trends.md
              
          
    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


## *claude.md

      
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                The Claude-SPARC Automated Development System is a comprehensive, agentic workflow for automated software development using the SPARC methodology with the Claude Code CLI
              
          
    Claude-SPARC Automated Development System For Claude Code

This file provides guidance to Claude Code (claude.ai/code) when working with code in this repository.
Overview

The SPARC Automated Development System (claude-sparc.sh) is a comprehensive, agentic workflow for automated software development using the SPARC methodology (Specification, Pseudocode, Architecture, Refinement, Completion). This system leverages Claude Code's built-in tools for parallel task orchestration, comprehensive research, and Test-Driven Development.
Features


## guide_macskeyinstaller.md

      
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                macOS OpenSSH Client Patcher for Hardware Security Key Support (ED25519-SK With YubiKey Etc.)
              
          
    🔐 macOS OpenSSH Patcher for Hardware Security Keys

Supports ED25519-SK with Yubikey and other FIDO2 hardware security keys!

🤔 Discussion

Despite being compiled to support hardware security keys that take advantage of the FIDO2 protocol, the built-in OpenSSH client on macOS Sonoma and above lacks the middleware/library to support these devices. To keep using the built-in client - which is often the most stable and secure method for SSH connections - we need to compile the Security Key Provider from OpenSSH source and tell the macOS client about it ourselves.
This script does all of that for you on both Apple Silicon and Intel Mac computers!
The script installs openssl and libfido2 along with the required build tools from Homebrew. It then clones the latest main branch of OpenSSH Portable and builds from it the Security Key Provider library: sk-libfido2.dylib. It finally moves the built library to /usr/local/lib/, modifies ~/.zshenv to expor

  
## fz_forks.md

      
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                Flipper Zero firmware differences
              
          
    This document has moved!

This comparison list has been relocated into the Awesome Flipper Zero repository. While you can read still read an archived version in this gist, all future updates will take place in the new repository.


  Last archived version
  (Adapted from Nano's original messages in the Unleashed firmware Discord.)
  Flipper Zero firmware differences

  
    :: Last updated July 10 2022. ::

  
## WireGuard_Setup.txt
Install WireGuard via whatever package manager you use.  For me, I use apt.

$ sudo add-apt-repository ppa:wireguard/wireguard
$ sudo apt-get update
$ sudo apt-get install wireguard

MacOS
$ brew install wireguard-tools

Generate key your key pairs.  The key pairs are just that, key pairs.  They can be

## dns.c
//DNS Query Program on Linux
//Author : Silver Moon (m00n.silv3r@gmail.com)
//Dated : 29/4/2009

//Header Files
#include<stdio.h> //printf
#include<string.h>    //strlen
#include<stdlib.h>    //malloc
#include<sys/socket.h>    //you know what this is for
#include<arpa/inet.h> //inet_addr , inet_ntoa , ntohs etc

## github-wiki-how-to.md

      
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                GitHub Wiki How-To
              
          
    How do I clone a GitHub wiki?

Any GitHub wiki can be cloned by appending wiki.git to the repo url, so the clone url for
the repo https://myorg/myrepo/ is: git@github.com:myorg/myrepo.wiki.git (for ssh) or https://github.com/my/myrepo.wiki.git (for https).
You make edits, and commit and push your changes, like any normal repo. This wiki repo
is distinct from any clone of the project repo (the repo without wiki.get appended).
How do I add images to a wiki page?


## LXC cheatsheet
# The best distro for LXC right now is ubuntu since you'll have almost no config to get LXC networking working
# All LXC commands have to be run as root (or sudo)

# 1. DO IT once on the host

# 1.1 install lxc
apt-get install lxc

# 1.2 enable nat on iptables
echo 1 > /proc/sys/net/ipv4/ip_forward

## redis-server
/var/lib/redis/logs/redis.log {
    daily
    rotate 14
    copytruncate
    delaycompress
    compress
    notifempty
    missingok
}

## build-tmux-debian.sh
#!/bin/bash

wget "https://github.com/downloads/libevent/libevent/libevent-2.0.21-stable.tar.gz"

tar -xf libevent-2.0.21-stable.tar.gz
cd libevent-2.0.21-stable
./configure
make
make verify
sudo make install
	Install WireGuard via whatever package manager you use. For me, I use apt.

	$ sudo add-apt-repository ppa:wireguard/wireguard
	$ sudo apt-get update
	$ sudo apt-get install wireguard

	MacOS
	$ brew install wireguard-tools

	Generate key your key pairs. The key pairs are just that, key pairs. They can be
	//DNS Query Program on Linux
	//Author : Silver Moon (m00n.silv3r@gmail.com)
	//Dated : 29/4/2009

	//Header Files
	#include<stdio.h> //printf
	#include<string.h> //strlen
	#include<stdlib.h> //malloc
	#include<sys/socket.h> //you know what this is for
	#include<arpa/inet.h> //inet_addr , inet_ntoa , ntohs etc
	# The best distro for LXC right now is ubuntu since you'll have almost no config to get LXC networking working
	# All LXC commands have to be run as root (or sudo)

	# 1. DO IT once on the host

	# 1.1 install lxc
	apt-get install lxc

	# 1.2 enable nat on iptables
	echo 1 > /proc/sys/net/ipv4/ip_forward
	/var/lib/redis/logs/redis.log {
	daily
	rotate 14
	copytruncate
	delaycompress
	compress
	notifempty
	missingok
	}
	#!/bin/bash

	wget "https://github.com/downloads/libevent/libevent/libevent-2.0.21-stable.tar.gz"

	tar -xf libevent-2.0.21-stable.tar.gz
	cd libevent-2.0.21-stable
	./configure
	make
	make verify
	sudo make install