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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.

Key

  • 🟢 = easy, 🟠 = medium, 🔴 = hard
  • 🕰️ = long, 🙉 = low quality audio

Youtube Lessons

Articles

Research Paper Lists

Research Papers

Philosophy of GPT

Usage

GPT/LLM Link Collections

Random fun/interesting Applications

ConLang + Ancient scripts stuff

Controlling output

(Local) Model Comparisons and Rankings

If you are wondering which models are best, especially for comparing local models

This page is not finished yet. I will continue adding to this.

pick an emoji to represent each concept

  • easy
  • medium
  • hard
  • short
  • long

dont use faces dont use the arrows for lengths dont use the same emoji for two different things

[response lost, it suggested colored circles which was what I wanted for difficulty anyway]

pick emoji to represent concept

short = long =

Short = ⏱️ Long = 🕰️

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