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

tykurtz

GROKKING NOTES

I liked the way Grokking the coding interview organized problems into learnable patterns. However, the course is expensive and the majority of the time the problems are copy-pasted from leetcode. As the explanations on leetcode are usually just as good, the course really boils down to being a glorified curated list of leetcode problems.

So below I made a list of leetcode problems that are as close to grokking problems as possible.

Pattern: Sliding Window

• https://leetcode.com/problems/maximum-subarray/ # Close enough
• https://leetcode.com/problems/minimum-size-subarray-sum/

trongnghia203

Pyenv

Install Multiple Python Versions for Specific Project

• Home project: https://github.com/pyenv/pyenv

• Reference to: https://www.tecmint.com/pyenv-install-and-manage-multiple-python-versions-in-linux/

1. Install pyenv in Linux

ayosec

#!/bin/bash
#
# This program sends a query to Athena, and download the results in CSV when
# the execution is completed. It expects the database name and the query as
# arguments:
#
#     $ query-athena -d mydb 'select ...'
#
# The CSV file is downloaded in /tmp/QUERYID.csv by default. To use a different
# file, use -w:

worldofprasanna

Commands Reference

1. Start a new tmux named session tmux new -s terminal-capture
2. Split the screen using these commands,

• vertical split <C-b>"
• horizontal split <C-b>%

3. To navigate between the panes,

• To goto Left pane <C-b> left-key
• To goto Right pane <C-b> right-key
• To goto Top pane up-key

zacgx

# this script has been tested and worked in a freshly installed Ubuntu 16.04 and 16.10
# it assumes that you are running airflow in a private netowrk and no need to be worry about outside access
# if that's not the case, the lines for PostgreSQL and Redis in this script need to be updated accordingly
# run as root
sudo su

# initial system updates and installs
apt-get update && apt-get upgrade -y && apt-get autoremove && apt-get autoclean

apt-get -y install build-essential binutils gcc make git htop nethogs tmux

arunma

import java.io.File;
import java.io.IOException;
import java.util.ArrayList;
import java.util.List;

import org.apache.commons.collections.ListUtils;
import org.apache.commons.io.FileUtils;
import org.apache.commons.lang.StringUtils;
import org.apache.log4j.Logger;
import org.openqa.selenium.By;