Who here is messing with FOSS AI? What ya playing with?

posted 1 year ago

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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Rikudou_Sage@lemmings.world

6 points

1 year ago

I’m playing with Stable Diffusion currently. For text I’m still using GPT-4.

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Kyle@lemmynsfw.com

2 points

1 year ago

I too find it hard to use anything other than GPT-4. It’s still so much better than other options even if the model has felt majorly nerfed compared to earlier releases.

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Veraxus@kbin.social

3 points

1 year ago

Check out Wizard 30B Uncensored. IMO it’s about as good as NerfedGPT 4… except free and private.

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TheOtherJake@beehaw.orgOP

2 points

1 year ago

What hardware does it take to run a 30B?

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Veraxus@kbin.social

2 points

1 year ago

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.

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TheOtherJake@beehaw.orgOP

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.

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TheOtherJake@beehaw.orgOP

1 point

1 year ago

I just tried it a few hours ago. Indeed, it is quite good. I knew it when a NSFW prompt test on an uncensored model generated a stable diffusion picture of a robot skeleton and a snarky reply. Like, yay we finally have a bight spot with this one.

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