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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

You could provide a number of generic and agnostic attributes for use with dependency-injection solutions without enforcing any sort of contract or implementing structure. This would be achieved by only targetting things that we know will be used. These attributes could be used with auto-wiring or a compilation state that collects all the data for production deployment or something.

These attributes:

Wouldn't enforce a particular implementation
Wouldn't restrict the usage of the class
Wouldn't even require DI.

Binding

Free O'Reilly books and convenient script to just download them.

Thanks /u/FallenAege/ and /u/ShPavel/ from this Reddit post

How to use:

Take the download.sh file and put it into a directory where you want the files to be saved.
cd into the directory and make sure that it has executable permissions (chmod +x download.sh should do it)
Run ./download.sh and wee there it goes. Also if you do not want all the files, just simply comment the ones you do not want.

	/*
	* various methods to strip whitespace from text
	* (aka. despace, leftpack, copy_if)
	*
	* 'whitespace' is considered the following bytes:
	* 0x09 - tab
	* 0x20 - space
	* 0x0A - line feed
	* 0x0D - carriage return
	*/

	/**
	* Place this to ./src/scripts/bump-payload.ts
	* Then in your package.json add script:
	* "bump-payload": "tsx ./src/scripts/bump-payload.ts ./package.json && pnpm i"
	* Run `pnpm bump-payload`
	*/

	import { execSync } from 'child_process';
	import fs from 'fs';
	import path from 'path';

	USE [SQLdmRepository];
	GO

	-- Declare variables to store the names of the table and column currently being processed.
	DECLARE @TableName NVARCHAR(MAX);
	DECLARE @ColumnName NVARCHAR(MAX);

	-- Declare a cursor to iterate over all textual columns in the database.
	-- This cursor selects the name of the table and column from the system catalog views.
	-- Only user tables (xtype = 'U') and specific textual column types are considered.

	[
	{
	"code": "EUR",
	"name": "Euro",
	"name_plural": "euros",
	"symbol": "€",
	"symbol_native": "€",
	"decimal_digits": 2,
	"rounding": 0
	},

	library(tidyverse)
	effs=seq(0, 1.0, by=0.05) # effect-sizes for which to calculate the design
	rscales=c(sqrt(2)/2, 1, sqrt(2))
	pars <- expand.grid(effs, rscales) %>% setNames(c("eff", "rscale"))
	pars

	lapply(data.frame(t(pars)), function(x) print(x))

	<!DOCTYPE html>
	<html lang="en">
	<head>
	<meta charset="UTF-8">
	<meta name="viewport" content="width=device-width, initial-scale=1.0">
	<title>Document</title>
	<link href="https://cdn.jsdelivr.net/npm/select2@4.1.0-beta.1/dist/css/select2.min.css" rel="stylesheet" />
	<script src="https://code.jquery.com/jquery-3.5.1.min.js" integrity="sha256-9/aliU8dGd2tb6OSsuzixeV4y/faTqgFtohetphbbj0=" crossorigin="anonymous"></script>
	<script src="https://cdn.jsdelivr.net/npm/select2@4.1.0-beta.1/dist/js/select2.min.js"></script>
	</head>

	/*
	MIT License
	Copyright © Joel Whitaker

	Permission is hereby granted, free of charge, to any person obtaining a copy
	of this software and associated documentation files (the "Software"), to deal
	in the Software without restriction, including without limitation the rights
	to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
	copies of the Software, and to permit persons to whom the Software is
	furnished to do so, subject to the following conditions: