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@rain-1
rain-1 / LLM.md
Last active May 26, 2024 17:46
LLM Introduction: Learn Language Models

Purpose

Bootstrap knowledge of LLMs ASAP. With a bias/focus to GPT.

Avoid being a link dump. Try to provide only valuable well tuned information.

Prelude

Neural network links before starting with transformers.

@JesseRWeigel
JesseRWeigel / commands.txt
Created April 28, 2017 19:22
ImageMagick Compression Commands
// Must install ImageMagick first
http://www.imagemagick.org/script/index.php
//This compresses a jpg with no visible loss of quality. Add in your own file names for target.jpg and result.jpg
convert -strip -interlace Plane -sampling-factor 4:2:0 -quality 85% target.jpg result.jpg
// This does the same as above but to an entire folder (will overwrite original files):
mogrify -strip -interlace Plane -sampling-factor 4:2:0 -quality 85% *.jpg
//This does the same thing but to all subfolders as well (Be careful with this one it will overwrite all original files)
@vasanthk
vasanthk / System Design.md
Last active May 25, 2024 07:39
System Design Cheatsheet

System Design Cheatsheet

Picking the right architecture = Picking the right battles + Managing trade-offs

Basic Steps

  1. Clarify and agree on the scope of the system
  • User cases (description of sequences of events that, taken together, lead to a system doing something useful)
    • Who is going to use it?
    • How are they going to use it?
# migrating from https://github.com/robbyrussell/oh-my-zsh/blob/master/plugins/git/git.plugin.zsh
# Aliases
alias g='git'
#compdef g=git
alias gst='git status'
#compdef _git gst=git-status
alias gd='git diff'
#compdef _git gd=git-diff
alias gdc='git diff --cached'