Selfhosted

59955 readers

382 users here now

A place to share alternatives to popular online services that can be self-hosted without giving up privacy or locking you into a service you don't control.

Rules:

Be civil: we're here to support and learn from one another. Insults won't be tolerated. Flame wars are frowned upon.
No spam.
Posts here are to be centered around self-hosting. Please ensure it is clear in your post how it relates to self-hosting.
Don't duplicate the full text of your blog or git here. Just post the link for folks to click.
Submission headline should match the article title.
No trolling.

Resources:

selfh.st Newsletter and index of selfhosted software and apps
awesome-selfhosted software
awesome-sysadmin resources
Self-Hosted Podcast from Jupiter Broadcasting

Any issues on the community? Report it using the report flag.

Questions? DM the mods!

founded 3 years ago

MODERATORS

curbstickle@anarchist.nexus

curbstickle_lw@lemmy.world

Self hosting an LLM for research (lemmy.world)

submitted 2 years ago* (last edited 2 years ago) by Maroon@lemmy.world to c/selfhosted@lemmy.world

22 comments fedilink hide all child comments

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!

you are viewing a single comment's thread
view the rest of the comments

[–] Sekki@lemmy.ml 2 points 2 years ago (1 children)

While this will get you a selfhosted LLM it is not possible to feed data to them like this. As far as I know there are a 2 possibilities:

Take an existing model and use the literature data to fine tune the model. The success of this will depend on how much "a lot" means when it comes to the literature
Create a model yourself using only your literature data

Both approaches will require some yrogramming knowledge and understanding of how a llm works. Additionally it will require a preparation of the unstructured literature data to a kind of structured data that can be used to train or fine tune the model.

Im just a CS student so not an expert in this regard ;)

[–] s38b35M5@lemmy.world 1 points 2 years ago

Thx for this comment.

My main drive for self hosting is to escape data harvesting and arbitrary query limits, and to say, "I did this." I fully expect it to be painful and not very fulfilling...