this post was submitted on 07 Feb 2024
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197
Smaug-72B-v0.1: The New Open-Source LLM Roaring to the Top of the Leaderboard (huggingface.co)
submitted 9 months ago by [email protected] to c/[email protected]
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Abacus.ai:

We recently released Smaug-72B-v0.1 which has taken first place on the Open LLM Leaderboard by HuggingFace. It is the first open-source model to have an average score more than 80.

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[–] [email protected] 2 points 9 months ago (1 children)

I'm currently playing around with the Jan client, which uses the nitro engine. I think I need to read up on it more, because when I set the ngl value to 15 in order to offload 50% to GPU like the Jan guide says, nothing happens. Though that could be an issue specific to Jan.

[–] [email protected] 2 points 9 months ago (1 children)

Maybe 50% GPU is already using too much VRAM and it crashes. You could try to set it to 0% GPU and see if that works.

[–] [email protected] 1 points 9 months ago (2 children)

I may need to lower it a bit more, yeah. Though when I try to to use offloading, I can see that vram usage doesn't increase at all.

When I leave the setting at its default 100 value on the other hand, I see vram usage climb until it stops because there isn't enough of it.

So I guess not all models support offloading?

[–] [email protected] 4 points 9 months ago

Most formats don't support it. It has to be gguf format, afaik. You can usually find a conversion on huggingface. Prefer offerings by TheBloke for the detailed documentation, if nothing else.

[–] [email protected] 2 points 9 months ago (1 children)

The models you have should be .gguf files right? I think those are the only ones where that's supported

[–] [email protected] 1 points 9 months ago

All of them are gguf, yeah