Who here is messing with FOSS AI? What ya playing with?
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.
I have oobabooga and automatic1111. I have some ideas of making an infinite rpg game where I store long term memory in excel files and make the LLM call python functions to find memory that relates to current situations, and using automatic1111 to generate images for the game. Something like a MUD. I'm sure other people have already figured it out but that's what I'm daydreaming about rn
Watch this ~1hr long video when you get the chance. He’s using the stalkerware LLM, but he also describes how to use langchain to parse data like what you are wanting to do.
Unfortunately LLaMA 2 is not FOSS. Meta claims it’s open source, but it’s while the source is available it’s definitely not free as in freedom. There are strings attached.
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.
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.
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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