---

license: cc-by-nc-4.0 pipeline_tag: text-generation base_model: CohereForAI/c4ai-command-r-plus

---

Command R+ GGUF

Description

This repository contains GGUF weights for llama.cpp. Support for them was added in release b2636. Since commit dd2d53a, all weights in this repo have chat templates.

In the folder imatrix, you can find imatrix quants. The importance matrix was trained using kalomaze's groups_merged.txt.

Quickstart

1. Ensure that you have release b2636 or newer.
2. Start with the command below:

./main -p "<|STARTOFTURNTOKEN|><|USERTOKEN|>Who are you?<|ENDOFTURNTOKEN|><|STARTOFTURNTOKEN|><|CHATBOTTOKEN|>" --color -m /path/to/command-r-plus-Q3K_L-00001-of-00002.gguf

Perplexity on wikitext-2-raw [WIP]

Variant	PPL Value	Standard Deviation
Q2_K	5.7178	+/- 0.03418
Q3KL	4.6214	+/- 0.02629
Q4KM	4.4625	+/- 0.02522
f16	4.3845	+/- 0.02468

Merging Weights

After commit 8a28d12, weights are split with gguf-split, which means that you don't have to merge weights. Simply pass the first split, as in the example above, and llama.cpp will automatically load all splits. If, for some reason, you want to merge splits, you can use the following command:

./gguf-split --merge /path/to/command-r-plus-f16-00001-of-00005.gguf /path/to/command-r-plus-f16-combined.gguf