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653 B
653 B
AdeonLLaMA
This is my attempt at making the LLaMA language model working on a pure Rust CPU implementation.
As of writing of this, it can run LLaMA-7B at around ~1 token per second, using something like 1.5 threads because I haven't yet properly figured out how to multithread this.
It uses AVX2 intrinsics to speed up itself.
How to run
You will need the LLaMA-7B weights first. Refer to https://github.com/facebookresearch/llama/
Once you have 7B weights, and the tokenizer.model it comes with, you can make
it generate tokens:
cargo run --release -- --tokenizer-model /path/to/tokenizer.model --model-path /path/to/LLaMA/7B