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COVID-19 QA

Installation

  1. Setup the env. Install Miniconda (Linux setup; check online for MacOS and Windows):

    wget https://repo.anaconda.com/miniconda/Miniconda3-latest-Linux-x86_64.sh
    bash -b Miniconda3-latest-Linux-x86_64.sh
  2. Open a new terminal after the installation.

    conda env create -f environment.yml
    conda activate covid19-qa
  3. Download the model in model/.

Run

./main.py

Check out the help (./main.py -h) to see the available options.

Run with some optimizations

./main.py --batch-size 672 --device 0 --threads 20

Elastic Search

TODO

With Docker & Docker Compose

TODO

With Docker

TODO

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COVID-19 Question Answering

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  • Python 19.5%
  • Dockerfile 0.8%