How to package LLM code base as an API and Deploy on a remote server

[kendam]

I would greatly appreciate any insights you @rasbt could share on how to package the LLM as an API and deploy it on a remote server.

Thank you, and I look forward to your response.

[rasbt]

Hi @kendam . I do have a tutorial here on using Chainlit to design a UI: https://github.com/rasbt/LLMs-from-scratch/tree/main/ch07/06_user_interface

So that's for a UI interface.

For a pure API interface, I recommend looking into LitServe: https://github.com/Lightning-AI/LitServe

I suppose I could make some bonus material here some time. Or, maybe you could give it a try and if you run into any issues, I am sure @aniketmaurya might be able to help (he is one of the lead developers of LitServe)

[kendam]

Thank you very much, @rasbt , for your prompt response. I will explore the links you provided and give them a try. I also had an idea right after I asked my question. I will experiment with all the possibilities and provide feedback. I really appreciate your help!