Sergei Winitzki winitzki

Anti-hype LLM reading list

Goals: Add links that are reasonable and good explanations of how stuff works. No hype and no vendor content if possible. Practical first-hand accounts of models in prod eagerly sought.

Foundational Concepts

Pre-Transformer Models

Dell XPS for Ubuntu 18.04

Bios:

press F12 on the Dell startup screen

disable safe boot
Change SATA Operation from "RAID On" to "AHCI"
Enable Legacy Boot as well as UEFI

Install Ubuntu from USB drive

Instructions are here: https://www.ubuntu.com/download/desktop

	trait Compiler:
	type Env = Map[String, BigDecimal]
	@throws[ParserError]
	def compile(formula: String): Env => BigDecimal


	import scala.quoted.*
	type Env = Map[String, BigDecimal]
	type E[A] = Expr[Env] ?=> Expr[A]

	import scala.compiletime.ops.boolean.&&

	type Sudoku[A <: Tuple] = A match {
	case (
	_1_1 : _1_2 : _1_3 : _1_4 : _1_5 : _1_6 : _1_7 : _1_8 : _1_9 *:
	_2_1 : _2_2 : _2_3 : _2_4 : _2_5 : _2_6 : _2_7 : _2_8 : _2_9 *:
	_3_1 : _3_2 : _3_3 : _3_4 : _3_5 : _3_6 : _3_7 : _3_8 : _3_9 *:
	_4_1 : _4_2 : _4_3 : _4_4 : _4_5 : _4_6 : _4_7 : _4_8 : _4_9 *:
	_5_1 : _5_2 : _5_3 : _5_4 : _5_5 : _5_6 : _5_7 : _5_8 : _5_9 *:
	_6_1 : _6_2 : _6_3 : _6_4 : _6_5 : _6_6 : _6_7 : _6_8 : _6_9 *:

	/*
	scalaVersion := "2.12.7"

	resolvers += Resolver.sonatypeRepo("snapshots")

	libraryDependencies += "co.fs2" %% "fs2-core" % "1.0.1-SNAPSHOT"
	*/
	import cats._
	import cats.implicits._
	import cats.effect._