this post was submitted on 24 Jun 2024
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Selfhosted

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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.

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I have experience in running servers, but I would like to know if it's possible to do it, I just need a GPT 3.5 like private LLM running.

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[–] MasterNerd@lemm.ee 5 points 2 years ago (1 children)

Look into ollama. It shouldn't be an issue if you stick to 7b parameter models

[–] TheBigBrother@lemmy.world -4 points 2 years ago (2 children)

Yeah, I did see something related to what you mentioned and I was quite interested. What about quantized models?

[–] entropicdrift@lemmy.sdf.org 3 points 2 years ago (1 children)

Quantized with more parameters is generally better than floating point with fewer parameters. If you can squeeze a 14b parameter model down to a 4-bit int quantization it'll still generally outperform a 16-bit Floating Point 7b parameter equivalent.

[–] MasterNerd@lemm.ee 2 points 2 years ago (1 children)

I don't have any experience with them honestly so I can't help you there

[–] TheBigBrother@lemmy.world -4 points 2 years ago

Appreciate you 👍👍