this post was submitted on 25 Jul 2023
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Technology

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Who here is messing with FOSS AI? What ya playing with? (beehaw.org)
submitted 1 year ago by TheOtherJake@beehaw.org to c/technology@beehaw.org
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I just got Oobabooga running for the first time with Llama-2, and have Automatic1111, and ComfyUI running for images. I am curious about ML too but I don't know where this start with that one yet.

For the uninitiated, all of these tools are running offline open source (or mostly) models.

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[–] TheOtherJake@beehaw.org 2 points 1 year ago (1 children)

What hardware does it take to run a 30B?

[–] Veraxus@kbin.social 2 points 1 year ago (1 children)

I'm running it in GPT4All (CPU-based) with 64GB of RAM, and it runs pretty well. I'm not sure what you'd need if you were running it on GPU instead.

[–] TheOtherJake@beehaw.org 2 points 1 year ago

WizardLM 30B at 4 bits with the GGML version on Oobabooga runs almost as fast as Llama2 7B on just the GPU. I set it up with 10 threads on the CPU and ~20 layers on the GPU. That leaves plenty of room for a 4096 context with a batch size of 2048. I can even run a 2GB Stable Diffusion model at the same time with my 3080's 16GBV.

Have you tried any of the larger models? I just ordered 64GB of ram. I also got kobold mostly working. I hope to use it to try Falcon 40. I really want to try a 70B model at 2-4 bit and see how its accuracy is.