LocalLLaMA

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Community to discuss about Llama, the family of large language models created by Meta AI.

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Realistically, how far i can push my current PC? (alien.top)

submitted 11 months ago by constanzabestest@alien.top to c/localllama@poweruser.forum

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Title essentially. I'm currently running RTX 3060 with 12GB of VRAM, 32GB RAM and an i5-9600k. Been running 7B and 13B models effortlessly via KoboldCPP(i tend to offload all 35 layers to GPU for 7Bs, and 40 for 13Bs) + SillyTavern for role playing purposes, but slowdown becomes noticeable at higher context with 13Bs(Not too bad so i deal with it). Is this setup capable of running bigger models like 20B or potentially even 34B?

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[–] FullOf_Bad_Ideas@alien.top 1 points 11 months ago (1 children)

Isn't cublas specific to Nvidia cards and clBLAST compatible with both Nvidia and AMD? I am not sure how cublas could work with AMD cards, ROCm?

[–] flurbz@alien.top 1 points 11 months ago

You're right, this shouldn't work. But for some strange reason, using --usecublas loads the hipblas library:

Welcome to KoboldCpp - Version 1.49.yr1-ROCm
Attempting to use hipBLAS library for faster prompt ingestion. A compatible AMD GPU will be required.
Initializing dynamic library: koboldcpp_hipblas.so

I have no idea why this works but it does and since the 6700XT took quite a bit of effort to get going, i'm keeping it this way.