Ruben Cancho Canx

AI-Powered Algorithmic Trading with Python

ODSC London 2023 Half-Day Training

Dr. Yves J. Hilpisch
CEO The Python Quants | The AI Machine
Adjunct Professor of Computational Finance

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

to use:

npm install

then

npm run start -- baseURL token project_id table_id pathToImage

where

baseURL is the name of your nocodb server. ex: https://myNocodbServer.com

title	author	date	source	notoc
LDAP Search Filter Cheatsheet	Jon LaBelle	January 4, 2021	https://jonlabelle.com/snippets/view/markdown/ldap-search-filter-cheatsheet	true

LDAP Search Filter Cheatsheet

short url: caseywatts.com/selfpublish

my book is out! an applied psychology / self-help book targeted at developers: Debugging Your Brain

Markdown --> PDF (as a booklet!)

Markdown --> EPUB and MOBI

Raspberry Pi 2/3B/B+/4B Wireless Bridge using Ubuntu Server 18.04 ARM Image and Netplan

The initial goal of this project is to use the raspberry pi in place of my Wireless Range Extender and then going from 3 wireless networks (2.4ghz, 2.4ghz extended, 5ghz) at home to only one (5ghz). This way I'm reducing the exposition to radio waves for the whole familly at home.

Let's go technical

Ok, enough drama for now, let's go technical. 😁

	#!/bin/bash

	# Script para acelerar el tiempo de arranque de Lliurex21.
	# V4: Arreglamos fallo de sssd y desactivamos dnsmasq
	# V3: Desactivamos networkd-dispatcher

	# Tiempo original en un ORG2 con hdd: https://gist.githubusercontent.com/Canx/01b854da791b996f81177b52c49bab07/raw/4b8965186ec68bb52931aed376636e532fc91d75/lliurex21_original.svg
	# Tiempo optimizado con V2: https://gist.githubusercontent.com/Canx/01b854da791b996f81177b52c49bab07/raw/4b8965186ec68bb52931aed376636e532fc91d75/lliurex21_optimized_v2.svg

	# Arreglamos fallo de sssd

	#!/usr/bin/env python

	import os
	import sys
	import argparse
	import logging
	from datetime import datetime, timedelta

	from typing import List, Optional
	from collections import defaultdict

	#!/usr/bin/env python

	""" A simple Interactive Brokers application that will fetch
	current market data for a contract from the IB TWS/Gateway. """

	import argparse
	import logging
	from typing import List

	from ibapi import wrapper

	# /etc/conf.d/redshift

	DISPLAY="${DISPLAY:-:0}"

	# Make it a function in case we have to repeat it in init script later
	set_xauth() {

	# common case (works in almost all tested environments (except of lightdm)):
	#XAUTHORITY="$(ps wwax -C X,Xorg -o args= --sort=-stime \| grep -m 1 -o '\B[-]auth\s/var\S' \| cut -d ' ' -f 2)"