This repository holds the code for creating a simple twitter bot using GPT2. It utilizes tensorflow 1.15 so a docker container is provided for easy usage. This project originally used a character level RNN and code for that can be found in src/legacy. All current code is located in deepproverbs.py. A complete tutorial is available here if you like supporting my work and buying me a beer, and here if you don't have a medium subscription or dislike buying me beer :'(.
The associated Makefile and Dockerfile should make playing with the code simple. To start:
-
build the docker container from the base directory with
make build -
run either a jupyter or terminal environment with
make run-jupyterormake run
That's all you need to start playing around with the code. If you've trained a model and want to
tweet something you can run make CHECKPOINT_DIR="deepproverbs" TWITTER_CREDS="twitter.json" tweet