Autogollark is an [[emulation]] or primitive [[beta upload]] of [[gollark]] using a proprietary dataset of dumped [[Discord]] messages, [[semantic search]] and [[in-context learning]] on a [[base model]]. Currently, it uses LLaMA-3.1-405B base in FP8 via Hyperbolic, [[AutoBotRobot]] as a frontend and a custom [[PGVector]]-based search API. While not consistently coherent, Autogollark is able to approximately match personality and typing style.

TODO:

* reformat dataset to include longer-form conversation chunks for increased long-term coherence
* fix emoji/ping formatting
* writeable memory?