this post was submitted on 24 Jul 2024
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The first GPT-4-class AI model anyone can download has arrived: Llama 405B (arstechnica.com)
submitted 3 months ago by Wilshire@lemmy.world to c/technology@lemmy.world
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[–] raldone01@lemmy.world 2 points 3 months ago* (last edited 3 months ago) (1 children)

I regularly run llama3 70b unqantized on two P40s and CPU at like 7tokens/s. It's usable but not very fast.

[–] sunzu@kbin.run 1 points 3 months ago (2 children)

so there is no way a 24gb and 64gb can run thing?

[–] raldone01@lemmy.world 2 points 3 months ago* (last edited 3 months ago) (1 children)

My specs because you asked:

CPU: Intel(R) Xeon(R) E5-2699 v3 (72) @ 3.60 GHz
GPU 1: NVIDIA Tesla P40 [Discrete]
GPU 2: NVIDIA Tesla P40 [Discrete]
GPU 3: Matrox Electronics Systems Ltd. MGA G200EH
Memory: 66.75 GiB / 251.75 GiB (27%)
Swap: 75.50 MiB / 40.00 GiB (0%)
[–] sunzu@kbin.run 1 points 3 months ago (1 children)

ok this is a server. 48gb cards and 67gb ram? for model alone?

[–] raldone01@lemmy.world 2 points 3 months ago

Each card has 24GB so 48GB vram total. I use ollama it fills whatever vrams is available on both cards and runs the rest on the CPU cores.

[–] raldone01@lemmy.world 1 points 3 months ago (1 children)

What are you asking exactly?

What do you want to run? I assume you have a 24GB GPU and 64GB host RAM?

[–] sunzu@kbin.run 1 points 3 months ago (1 children)

correct. and how ram speed work in this tbh

[–] raldone01@lemmy.world 2 points 3 months ago

My memory sticks are all DDR4 with 32GB@2133MT/s.