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@rain-1
rain-1 / LLM.md
Last active April 8, 2025 13:49
LLM Introduction: Learn Language Models

Purpose

Bootstrap knowledge of LLMs ASAP. With a bias/focus to GPT.

Avoid being a link dump. Try to provide only valuable well tuned information.

Prelude

Neural network links before starting with transformers.

export CONTAINER_URI="gcr.io/deeplearning-platform-release/experimental.theia.1-7"
export INSTANCE_NAME=...
export PROJECT_NAME=...
export IMAGE_PROJECT="deeplearning-platform-release"
export IMAGE_FAMILY="theia-container-experimental"
export MACHINE_TYPE=... #"n1-standard-4"
export ZONE=.... #"us-central1-a"
gcloud notebooks instances create "${INSTANCE_NAME}" \
--project="${PROJECT_NAME}" \
--location="${ZONE}" \
export CONTAINER_URI="gcr.io/deeplearning-platform-release/experimental.theia.1-7"
export INSTANCE_NAME=...
export PROJECT_NAME=...
export IMAGE_PROJECT="deeplearning-platform-release"
export IMAGE_FAMILY="theia-container-experimental"
export MACHINE_TYPE=... #"n1-standard-4"
export ZONE=... #"us-central1-a"
gcloud compute instances create "${INSTANCE_NAME}" \
--project="${PROJECT_NAME}" \
--zone="${ZONE}" \
@tannerlinsley
tannerlinsley / README.md
Last active April 12, 2024 17:04
Replacing Create React App with the Next.js CLI

Replacing Create React App with the Next.js CLI

How dare you make a jab at Create React App!?

Firstly, Create React App is good. But it's a very rigid CLI, primarily designed for projects that require very little to no configuration. This makes it great for beginners and simple projects but unfortunately, this means that it's pretty non-extensible. Despite the involvement from big names and a ton of great devs, it has left me wanting a much better developer experience with a lot more polish when it comes to hot reloading, babel configuration, webpack configuration, etc. It's definitely simple and good, but not amazing.

Now, compare that experience to Next.js which for starters has a much larger team behind it provided by a world-class company (Vercel) who are all financially dedicated to making it the best DX you could imagine to build any React application. Next.js is the 💣-diggity. It has amazing docs, great support, can grow with your requirements into SSR or static site generation, etc.

So why

Rank Type Prefix/Suffix Length
1 Prefix my+ 2
2 Suffix +online 6
3 Prefix the+ 3
4 Suffix +web 3
5 Suffix +media 5
6 Prefix web+ 3
7 Suffix +world 5
8 Suffix +net 3
9 Prefix go+ 2
@tuffacton
tuffacton / streamlit_colab.ipynb
Last active March 7, 2024 05:47
Colaboratory Notebook that hosts a streamlit app and creates an ngrok https tunnel for access.
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@Amir22010
Amir22010 / convert_voc_to_yolo.md
Created February 22, 2020 22:01 — forked from myounus96/convert_voc_to_yolo.md
convert pascal voc dataset to yolo format

Convert PascalVOC Annotations to YOLO

This script reads PascalVOC xml files, and converts them to YOLO txt files.

Note: This script was written and tested on Ubuntu. YMMV on other OS's.

Disclaimer: This code is a modified version of Joseph Redmon's voc_label.py

Instructions:

  1. Place the convert_voc_to_yolo.py file into your data folder.
@tomhicks
tomhicks / plink-plonk.js
Last active November 12, 2024 19:08
Listen to your web pages
@heysamtexas
heysamtexas / docker-compose.yml
Created January 29, 2020 01:07
Pristine config for Traefik 2.0, Docker, and LetsEncrypt with sample container. Includes a HTTP to HTTPS redirect
version: '3'
services:
traefik:
container_name: traefik
image: traefik:v2.0
command:
- "--api.insecure=true"
- "--providers.docker=true"
@lizthegrey
lizthegrey / attributes.rb
Last active March 27, 2025 02:16
Hardening SSH with 2fa
default['sshd']['sshd_config']['AuthenticationMethods'] = 'publickey,keyboard-interactive:pam'
default['sshd']['sshd_config']['ChallengeResponseAuthentication'] = 'yes'
default['sshd']['sshd_config']['PasswordAuthentication'] = 'no'