README.md

metadata

title: Thesis
emoji: 🎓
colorFrom: red
colorTo: yellow
sdk: gradio
sdk_version: 4.7.1
app_file: main.py
pinned: true
license: mit
app_port: 8080
models:
  - microsoft/GODEL-v1_1-large-seq2seq
tags:
  - CHAT
  - XAI
  - SHAP
  - GODEL
  - Gradio
disable_embedding: true

Bachelor Thesis Webapp

📜 Info:

This is the ui showcase for my thesis about interpretability in a LLM based chatbot application and applications of XAI.

🔗 Links:

Github Repository

Huggingface Spaces Showcase

🏗️ Tech Stack:

Language and Framework: Python

Noteable Packages: 🤗 Transformers, FastAPI, Gradio, SHAP, BERTViz

👨‍💻 Author and Credits:

Author: @LennardZuendorf

Thesis Supervisor: Prof. Dr. Simbeck
Second Corrector: Prof. Dr. Hochstein

See code for in detailed credits, work is strongly based on:

GODEL

• HGF Model Page
• Paper on HGF
• Paper Print

SHAP

• Github
• Inital Paper

This Project was part of my studies of Business Computing at University of Applied Science for Technology and Business Berlin (HTW Berlin).