veekaybee

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

0xabad1dea

Risk Assessment of GitHub Copilot

0xabad1dea, July 2021

this is a rough draft and may be updated with more examples

GitHub was kind enough to grant me swift access to the Copilot test phase despite me @'ing them several hundred times about ICE. I would like to examine it not in terms of productivity, but security. How risky is it to allow an AI to write some or all of your code?

Ultimately, a human being must take responsibility for every line of code that is committed. AI should not be used for "responsibility washing." However, Copilot is a tool, and workers need their tools to be reliable. A carpenter doesn't have to

dunossauro

from flask import Flask, request
from sqlalchemy import Column, Integer, String
from sqlalchemy.ext.asyncio import AsyncSession, create_async_engine
from sqlalchemy.future import select
from sqlalchemy.orm import declarative_base, sessionmaker

engine = create_async_engine('sqlite+aiosqlite:///./db.db')
async_session = sessionmaker(
    engine, expire_on_commit=False, class_=AsyncSession
)

tallguyjenks

@import url("https://fonts.googleapis.com/css2?family=Fira+Code:wght@300;400;500;700&family=Fira+Sans:ital,wght@0,300;0,400;0,500;0,700;1,300;1,400;1,500;1,700&display=swap");

:root {
  --background: #282828;
  --light-background: #3c3836;
  --lighter-background: #504945;
  --dark-background: #3c3836;
  --darker-background: #1d2021;
  --foreground: #ebdbb2;
  --current-line: #504954;

lvegro

data,d_0_9,d_10_19,d_20_29,d_30_39,d_40_49,d_50_59,d_60_69,d_70_79,d_80_89,d_90,c_0_9,c_10_19,c_20_29,c_30_39,c_40_49,c_50_59,c_60_69,c_70_79,c_80_89,c_90
30 Settembre 2020,4,0,15,70,318,1255,3602,9378,14695,6590,5898,11471,29286,30086,41486,52207,34327,28419,29232,13328
01 Ottobre 2020,4,0,15,70,318,1257,3604,9384,14705,6602,6062,11723,29653,30463,41847,52610,34546,28556,29291,13343
02 ottobre 2020,4,0,15,70,318,1258,3606,9391,14711,6605,6212,11936,30002,30820,42209,52970,34754,28696,29380,13388
03 ottobre 2020,4,0,15,70,318,1261,3606,9394,14717,6606,6316,12106,30282,31075,42461,53241,34942,28799,29420,13410
04 ottobre 2020,4,0,15,70,318,1261,3606,9397,14724,6612,6460,12419,30649,31417,42832,53614,35144,28931,29513,13451
05 ottobre 2020,4,0,15,70,318,1262,3608,9401,14729,6618,6610,12724,30974,31703,43155,53952,35355,29061,29620,13471
06 ottobre 2020,4,0,15,70,319,1263,3613,9409,14736,6621,6920,13209,31719,32314,43842,54715,35816,29377,29857,13535
07 Ottobre 2020,4,0,15,70,319,1263,3616,9416,14744,6625,7067,1

wolfv

name: CI

on:
  push:
    branches:
    - main
  pull_request:
    branches:
    - main

aialenti

johnburnmurdoch

# Install and load required packages
install.packages("needs")
library(needs)
needs(tidyverse, magrittr, animation, pdftools, png, scales)

# Function that extracts data from Google Mobility PDFs
process_google_mobility <- function(country_code, start_date, end_date){
  
  # Convert first page of PDF into high-res PNG
  pdf_convert(paste0("https://www.gstatic.com/covid19/mobility/",end_date,"_",country_code,"_Mobility_Report_en.pdf"), format = "png", pages = 1, dpi = 300, filenames = "IMG1.png")

Jdoz

import pandas as pd
import unicodedata
import re
from typing import Hashable, List, Collection, Union

_underscorer1 = re.compile(r"(.)([A-Z][a-z]+)")
_underscorer2 = re.compile("([a-z0-9])([A-Z])")


def _camel2snake(col_name: str) -> str:

bbqtd

Installing tmux-256color for macOS

• macOS 10.15.5
• tmux 3.1b

macOS has ncurses version 5.7 which does not ship the terminfo description for tmux. There're two ways that can help you to solve this problem.

The Fast Blazing Solution

Instead of tmux-256color, use screen-256color which comes with system. Place this command into ~/.tmux.conf or ~/.config/tmux/tmux.conf(for version 3.1 and later):