memory requirements

[mishav78]

maybe I'm an idiot but I have to ask is below memory requirements for cpu or gpu ram?

Runs on most modern computers. Unless your computer is very very old, it should work.

According to ggerganov/llama.cpp#13, here are the memory requirements:

7B => ~4 GB
13B => ~8 GB
30B => ~16 GB
65B => ~32 GB

[trevtravtrev]

I'm running the 30B alpaca and my memory usage is roughly 78% of my 32GB RAM while in use.

[mishav78]

cpu or gpu ram?

[trevtravtrev]

My PC memory/RAM. It also uses your CPU. As far as I know there are no current configurable settings to use GPU.

[mishav78]

will it work faster with a gpu?

[trevtravtrev]

Please see my above edited comment.

[mishav78]

very strange. Don't these models usually use gpus?

[mishav78]

x

[DustinBrett]

very strange. Don't these models usually use gpus?

This project is using llama.cpp/alpaca.cpp which "Runs on the CPU"

https://github.com/antimatter15/alpaca.cpp#getting-started-30b

[trevtravtrev]

very strange. Don't these models usually use gpus?

To train them not to run them.

[mishav78]

does it work as good as chatgpt? Or close?

[trevtravtrev]

I'd say 30B is closing in at about 80% of chat gpt 3.5. 7B/13B maybe 60%+.

[DustinBrett]

I'd say 30B is closing in at about 80% of chat gpt 3.5. 7B/13B maybe 60%+.

I'd be interested to know what prompts you've tried and what parameter (temperature, etc) values you have.

For me even 30B feels like 10% of what I see with ChaGPT 3.5.