1.2 KiB
1.2 KiB
content_type = "project"
title = "Cartman is public!"
date = "2022 10 20"
Cartman is trained by combining Microsoft's DialoGPT-medium NLP model (GPT2 model trained on 147M samples of multi-turn dialogue from Reddit) with 17 seasons of South Park transcripts.
Requests are routed from Nginx through WireGuard to a Raspberry Pi 4B 8GB running FastAPI, and the Cartman model using PyTorch. It has enough RAM for more, but the CPU is pretty much at its limit. Expect it to take a few seconds, I'm cheap. Sorry(kinda).
You can download a Docker image if you'd like to run it on your own hardware for either x86_64 or aarch64.
More info here as well as example scripts to talk to the docker container.