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v3ss0n / llama-home.md
Created May 14, 2023 13:53 — forked from rain-1/llama-home.md
How to run Llama 13B with a 6GB graphics card

This worked on 14/May/23. The instructions will probably require updating in the future.

llama is a text prediction model similar to GPT-2, and the version of GPT-3 that has not been fine tuned yet. It is also possible to run fine tuned versions (like alpaca or vicuna with this. I think. Those versions are more focused on answering questions)

It is possible to run LLama 13B with a 6GB graphics card now! (e.g. a RTX 2060). Thanks to the amazing work involved in llama.cpp. The latest change is CUDA/cuBLAS which allows you pick an arbitrary number of the transformer layers to be run on the GPU. This is perfect for low VRAM.

  • Clone llama.cpp from git, I am on commit 08737ef720f0510c7ec2aa84d7f70c691073c35d.
    • git clone https://github.com/ggerganov/llama.cpp.git
  • cd llama.cpp
import Ember from 'ember';
export default Ember.Controller.extend({
appName: 'Ember Twiddle',
allInvoices: Ember.computed(function() {
return this.store.peekAll('invoice');
})
});
import Ember from 'ember';
export default Ember.Controller.extend({
appName:'Ember Twiddle'
});