timo1227/Toxic-Tweets

Fine tuning Language Models - Toxic Tweets

Milestone 1

Docker Installation

I had Docker Installed on all machines already. I followed the guides on the official Docker Website.\ I will be using my home server which runs on linux and will be managing it all through Portainer where\ I manage all my docker containers.

Portainer

<img src="./public/Portainer.png" alt="Portainer Dashboard" height="600" title="Portainer">

Docker

<img src="./public/ContainerConsole.png" alt="Container Console" height="600" title="Console">

Milestone 2

Streamlit

<img src="./public/App.png" alt="Streamlit" height="600" title="Streamlit">

Milestone 3

Streamlit

<img src="./public/Milestone3.png" alt="App" height="600" title="Finetuned Model">

Link to the App

Milestone 4

Landing Page

<img src="./public/LandingPage.png" alt="Landing Page" height="800" title="Landing Page">

Link to the Landing Page Must be logged into NJIT Google Account to view.\ Link to the Video\ For Documentation of Model see the Model.ipynb file