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echo_chamber's Introduction

LLM Echo Chamber: personalized and automated disinformation

Code for the ISO Project paper @ ICL

!!!warning!!!

This Repo contains red-teaming data

Model-generated content could be harmful in the nature

Abstract

A controlled, vaccine focusing chatrooom that simulates the spread of misinformation by LLMs, thereby allowing us to observe user interactions.

A Quick Glance

Methods

  1. Frontend: Streamlit
  2. Backend: Prompt Engineering + Finetuning + Langchain + Phi2
  3. Deploy: Ngrok

Paper

the paper could be seen here

Input Format

  • any thing you want but with signs e.g. ./!/?

deploy public

  • streamlit run ./chatbot_frontend.py
  • ~/ngrok http 8501

Acknowlegement

  • Only for research purpose, do not trust anything
  • This Project is part of work of the Independent Study Option @ DoC, Imperial College London

echo_chamber's People

Contributors

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