Discord bot/companion for the group chatte, powered by the GPT-~~J~~ Neo language model and modified with a soft prompt to understand all of our esoteric, elaborate inside jokes.
## Setup
Python 3.8+ and PyTorch required. CUDA strongly recommended.
The `c1-1.3B` model used in development should work without needing beefy hardware. It has been tested on a 1050 Ti 4 GB.
Set up a virtual environment:
Linux/MacOS
```shell
python3 -m venv venv
source venv/bin/activate
```
Windows
```shell
py -3 -m venv venv
.\venv\Scripts\activate
```
Install required packages
```shell
pip install -r requirements.txt
```
Copy `.env.example` to `.env` and fill in the bot's `TOKEN`.
For chat scraping, you will also need to get your own `USER_TOKEN`.
* In Discord, hit Ctrl+Shift+I to open up developer tools
* Go to the Network tab and filter by XHR requests
* Open a new channel, or scroll up, or do something else that will trigger an authenticated request
* Click on one that looks suitable (e.g. `messages?limit=50`)
* Under the "Request" tab, copy the contents of the `Authorization` request header.
## Usage
Scrape the messages from the chat channel you wish to use for a soft prompt. You will be prompted for the channel ID, which you can get by having developer mode on in Discord and right-clicking, or copying the last part of the URL in the browser.
```shell
cd src
python -m scraper
```
Train the soft prompt (TODO)
Run the Hatsune Miku bot. The first time you do this, it will download the model, which is ~5 GB.
