Update README.md

README.md

@@ -7,21 +7,22 @@ base_model: CohereForAI/c4ai-command-r-plus
 # Command R+ GGUF
 
 ## Description
-This repository contains GGUF weights that are compatible with [pull request #6491](https://github.com/ggerganov/llama.cpp/pull/6491) in the `llama.cpp` repo. You can expect frequent changes until support for Command R+ is merged into the `llama.cpp` repository.
+This repository contains GGUF weights for `llama.cpp`. Support for them was added in release [`b2636`](https://github.com/ggerganov/llama.cpp/releases/tag/b2636)
 
-## Getting started
-1. Clone the `Carolinabanana/llama.cpp` repository:
-```bash
-git clone https://github.com/Carolinabanana/llama.cpp.git llama.cpp-fork
-cd llama.cpp-fork
-git reset --hard 8b6577bd631fec33eeadb4b9dfc5a07ed2118148
-```
-2. Build it using `make`
-3. Use it in the same way as the regular `llama.cpp`. If you're unsure of how to start, you can use the following command as a starting point:
+## Quickstart
+1. Ensure that you have release [`b2636`](https://github.com/ggerganov/llama.cpp/releases/tag/b2636) or newer.
+2. Start with the command below:
 ```bash
 ./main -p "<|START_OF_TURN_TOKEN|><|USER_TOKEN|>Who are you?<|END_OF_TURN_TOKEN|><|START_OF_TURN_TOKEN|><|CHATBOT_TOKEN|>" --color -m /path/to/command-r-plus-Q3_K_L-00001-of-00002.gguf
 ```
 
+## Perplexity on `wikitext-2-raw` [WIP]
+| Test     | PPL Value | Standard Deviation |
+|----------|-----------|--------------------|
+| Q2_K     | 5.7178    | +/- 0.03418        |
+| Q3_K_L   | 4.6214    | +/- 0.02629        |
+| Q4_K_M   | 4.4625    | +/- 0.02522        |
+
 ## 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:
 ```bash