SimpleClick

This project demonstrates how to interact with a machine learning model from the command line using the Click python package.

The model used is the pretrained GPT-2 model, which generates new text based on text imput.

How To Use:

Step 1: Clone this repo to the development environment of your choice.

Note: If you later receive an error with the note: "_pickle.UnpicklingError: invalid load key, 'v'.", this means that you do not have git lfs configured properly. Install it, and pull the repo again with lfs.

git lfs pull

Setp 2: Install all the dependancies from requirements.txt.

It is best practice to establish a virtual environment first. Use the command line to navigate to the folder containing these files, and then, if your environment supports Makefile:

make all

You can also install directly using pip:

pip install -r requirements.txt

Step 3: Run the program

python clickmodel.py

The program will print a welcome message and prompt you to type in any text you wish. To exit the loop, type "hush"

Example Command Line Results

References

• Click: https://click.palletsprojects.com/en/8.1.x/
• GPT-2: https://huggingface.co/gpt2