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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
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Models trained or fine-tuned on ikawrakow/imatrix-from-wiki-train