yoavg

Some remarks on Large Language Models

Yoav Goldberg, January 2023

Audience: I assume you heard of chatGPT, maybe played with it a little, and was imressed by it (or tried very hard not to be). And that you also heard that it is "a large language model". And maybe that it "solved natural language understanding". Here is a short personal perspective of my thoughts of this (and similar) models, and where we stand with respect to language understanding.

Intro

Around 2014-2017, right within the rise of neural-network based methods for NLP, I was giving a semi-academic-semi-popsci lecture, revolving around the story that achieving perfect language modeling is equivalent to being as intelligent as a human. Somewhere around the same time I was also asked in an academic panel "what would you do if you were given infinite compute and no need to worry about labour costs" to which I cockily responded "I would train a really huge language model, just to show that it doesn't solve everything!". We

Dammmien

# POST a JSON file and redirect output to stdout
wget -q -O - --header="Content-Type:application/json" --post-file=foo.json http://127.0.0.1

# Download a complete website
wget -m -r -linf -k -p -q -E -e robots=off http://127.0.0.1

# But it may be sufficient
wget -mpk http://127.0.0.1

# Download all images of a website

bjtitus

#!/bin/bash 
# A simple script to backup an organization's GitHub repositories.
 
GHBU_BACKUP_DIR=${GHBU_BACKUP_DIR-"github-backups"}                  # where to place the backup files
GHBU_ORG=${GHBU_ORG-"<CHANGE-ME>"}                             # the GitHub organization whose repos will be backed up
GHBU_API=${GHBU_API-"https://api.github.com"}                        # base URI for the GitHub API
GHBU_GITHOST=${GHBU_GITHOST-"<CHANGE-ME>.github.com"}                            # the GitHub hostname (see comments)

# I recommend using an API token so it is easily trackable and removable.
# Note that you MUST have SSH keys for a user with the access to all repos set up

brandonkelly

Templating in EE vs. Craft CMS.

Here are a few common tasks you might do in your templates, as they would be written in ExpressionEngine vs. Craft CMS.

Table of Contents

1. Comments
2. Conditionals
3. Loops
4. Looping Through Entries

kenzie

server {
  listen   80;

  root /var/www/craft.dev/public;
  index index.php index.html index.htm;

  server_name craft.dev;

  location / {
    try_files $uri $uri/ @rewrites;

ndarville

Business Models

Advertising

Models	Examples
Display ads	Yahoo!
Search ads	Google

tdreyno

[
  {
    "code": "AAA",
    "lat": "-17.3595",
    "lon": "-145.494",
    "name": "Anaa Airport",
    "city": "Anaa",
    "state": "Tuamotu-Gambier",
    "country": "French Polynesia",
    "woeid": "12512819",

plainlystated

require 'bcrypt'

module EasyAuth
  # http://techspeak.plainlystated.com/2010/03/drop-dead-simple-authentication-for.html

  # To generate a crypted password (in irb):
  # require 'easy_auth'
  # EasyAuth.encrypt_password('my_password')   # Put returned array in AUTHORIZED_USERS

  AUTHORIZED_USERS = {