Neilblaze

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 and experience preferred (super rare at this point).

My own notes from a few months back.

Background

• Survey of LLMS
• Self-attention and transformer networks

Neilblaze

Description

• Year: 2023
  
• Organisation: TensorFlow
• Project Title: Interactive Web Demos using the MediaPipe Machine Learning Library
• Mentor: Jen Person (@jenperson)

Neilblaze

Python       14 hrs 2 mins   ██████████▎░░░░░░░░░░  45.8%
JavaScript   10 hrs 4 mins   ██████▊░░░░░░░░░░░░░░  37.1%
Other        2 hrs 7 mins    █▊░░░░░░░░░░░░░░░░░░░   9.6%
JSON         56 mins         ▉░░░░░░░░░░░░░░░░░░░░   4.8%
Bash         37 mins         ▍░░░░░░░░░░░░░░░░░░░░   2.7%

Neilblaze

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/

Neilblaze

Host Your Site Under Your Domain on IPFS

This is a step-by-step tutorial for hosting your website under your domain on IPFS, from zero, on a DigitalOcean Ubuntu 16.04.3 x64 Droplet (i am using the $10 variant with 2GB RAM).

Install IPFS

Log in as root.

First, make sure the system is up to date, and install tar and wget:

Neilblaze

#include <bits/stdc++.h>
using namespace std;

/* clang-format off */

/* TYPES  */
#define ll long long
#define pii pair<int, int>
#define pll pair<long long, long long>
#define vi vector<int>

Neilblaze

SSH Cheat Sheet

This sheet goes along with this SSH YouTube tutorial

Login via SSH with password (LOCAL SERVER)

$ ssh brad@192.168.1.29

Create folder, file, install Apache (Just messing around)

$ mkdir test

$ cd test

Neilblaze

Docker Commands, Help & Tips

Show commands & management commands

$ docker

Docker version info

Neilblaze

MongoDB Cheat Sheet

Show All Databases

show dbs

Show Current Database

Neilblaze

Node.js Deployment

Steps to deploy a Node.js app to DigitalOcean using PM2, NGINX as a reverse proxy and an SSL from LetsEncrypt

1. Sign up for Digital Ocean

If you use the referal link below, you get $10 free (1 or 2 months) https://m.do.co/c/5424d440c63a

2. Create a droplet and log in via ssh

I will be using the root user, but would suggest creating a new user