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To clarify, this is cheating, its not actually generating these messages in real time (I dont have the budget for that), I just generated ~200k lines from GPT-2 trained on Jerma's chat (using logs from here) and let it pick a random one from them.

The data is filtered to only be messages with > 7 words and no more than 3 duplicate words to prevent the AI from just generating one word messages over and over.

Some tools used to generate and filter the data are avalible in tools/ such as generating the emote map and filtering the data. The code there is really bad though, I wouldn't recommend using them.