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Check out the llama.cpp project, it's pretty straight forward to install and setup (dm me if you want help). After that, spin-up a llama.cpp API using these instructions. At this point, you should have an API running on your machine, and you can make a quick sanity check by visiting http://localhost:8080. Once that's all set-up you can use the VSC extension's guide on how to connect the API to your editor. Enjoy!
In this Continue.dev file https://github.com/continuedev/continue/blob/preview/server/continuedev/libs/llm/llamacpp.py the request to llama.cpp is implemented.
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