German Summarisation

Fast and Effective German Summarisation service with a Custom Large Language Transformer Backend

Deployed Demo: zusammenfassen.vercel.app

Note, there might be initial latency due to HuggingFace loading the model.

Technologies Used

• HuggingFace Transformers
• PyTorch
• NextJs
• TailwindCSS
• DaisyUI
• FastAPI

Implementation Details

• A t5-small base transformer was fine-tuned on the german subset of the MLSUM dataset

Instructions to Run

• To run the NextJs frontend

cd frontend
npm install
npm run dev

• To run the FastAPI backend

cd backend
pip install -r requirements.txt
python main.py

• Add Backend Endpoint to .env.local