---
license: apache-2.0
---

This repository contains importance matrix datasets for use with the improved quantization methods recently added to `llama.cpp`.
The importance matrix has been computed using `wiki.train.raw` as training data.

Hope the file names are self-explanatory.

To use, after cloning this repo, for e.g. Mixtral-8x7B and `Q4_K_M` quantization, use
```
./quantize --imatrix path_to_repo/mixtral-8x7b.imatrix path_to_model ggml-model-q4k-m.gguf Q4_K_M
```