---
title: Cs482 Toxic Tweets
emoji: ⚡
colorFrom: green
colorTo: green
sdk: streamlit
sdk_version: 1.17.0
app_file: app.py
pinned: false
---

# Finetuning Language Models - Toxic Tweets

## Milestone 1:

## OS Version

Distributor ID: Ubuntu
Description: Ubuntu 20.04.6 LTS
Release: 20.04
Codename: focal

## Docker Installation

The instructions below will help install Docker on Ubuntu version 20.04.6

```
## Update list of existing packages
sudo apt update

## Install prerequisite packages
sudo apt install apt-transport-https ca-certificates curl software-properties-common

## Add GPG key for the official Docker repository
curl -fsSL https://download.docker.com/linux/ubuntu/gpg | sudo apt-key add -

## Add the Docker repository to APT sources
sudo add-apt-repository "deb [arch=amd64] https://download.docker.com/linux/ubuntu focal stable"

## Prep to install from docker repo
apt-cache policy docker-ce

## Install docker
sudo apt install docker-ce

## Check if docker is running
sudo systemctl status docker

## Add sudo docker permissions to current user
sudo usermod -aG docker ${USER}

## Apply the user membership
su - ${USER}

## Check if the user has the docker group added
groups
```

## VS Code Installation

The instructions below will help install VS Code on Ubuntu version 20.04.6

(Download the VS Code .deb package (64 bit))[https://code.visualstudio.com/download]

```
## Navigate to downloads folder
cd ~/Downloads

## Install VS Code (replace <file> with the downloaded package)
sudo apt install ./<file>.deb
```

## Creating a development environment with docker

[Quick Start Development Container](https://code.visualstudio.com/docs/devcontainers/containers#_quick-start-try-a-development-container)

1. **F1**, _Dev Containers: Open Folder in Container..._
2. Select starting image

Some notable images worth using are:

- Alpine: Barebones Linux OS
- Python3: Container for developing Python 3 Applications

![](./milestone-1.png)