Self hosting an LLM for research (lemmy.world)

submitted 5 months ago* (last edited 3 months ago) by Maroon@lemmy.world to c/selfhosted@lemmy.world

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I am a teacher and I have a LOT of different literature material that I wish to study, and play around with.

I wish to have a self-hosted and reasonably smart LLM into which I can feed all the textual material I have generated over the years. I would be interested to see if this model can answer some of my subjective course questions that I have set over my exams, or write small paragraphs about the topic I teach.

In terms of hardware, I have an old Lenovo laptop with an NVIDIA graphics card.

P.S: I am not technically very experienced. I run Linux and can do very basic stuff. Never self hosted anything other than LibreTranslate and a pihole!

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[-] Evotech@lemmy.world 1 points 5 months ago* (last edited 5 months ago)

There's a few.

Very easy if you set it up with Docker.

Best is probably just ollama and use danswer as a frontend. Danswer will do all the RAG stuff for you. Like managing / uploading documents and so on

Ollama is becoming the standard selfnhosted LLM. And you can add any models you want / can fit.

https://ollama.com/blog/ollama-is-now-available-as-an-official-docker-image

https://docs.danswer.dev/quickstart

this post was submitted on 23 May 2024

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