update(README): highlight format and point to correct file in snippet example

README.md

@@ -22,19 +22,20 @@ extra_gated_fields:
   Organization or Affiliation: text
   I ALLOW Stability AI to email me about new model releases: checkbox
 ---
-# `StableLM 2 12B Chat`
+# `StableLM 2 12B Chat GGUF`
+
+**This repository contains GGUF format files for [StableLM 2 12B Chat](https://huggingface.co/stabilityai/stablelm-2-12b-chat). Files were generated with the [b2684](https://github.com/ggerganov/llama.cpp/releases/tag/b2684) `llama.cpp` release.**
 
 ## Model Description
 
 `Stable LM 2 12B Chat` is a 12 billion parameter instruction tuned language model trained on a mix of publicly available datasets and synthetic datasets, utilizing [Direct Preference Optimization (DPO)](https://arxiv.org/abs/2305.18290).
-GGUF files were generated with [b2684](https://github.com/ggerganov/llama.cpp/releases/tag/b2684) release
 
-## Usage
+## Example Usage via `llama.cpp`
 
-`StableLM 2 12B Chat` uses the following instruction ChatML format.
+Make sure to install release [b2684](https://github.com/ggerganov/llama.cpp/releases/tag/b2684) or later.
 
 ```bash
-./main -m stablelm-2-12b-q4_k_m.gguf -p "Implement snake game using pygame"
+./main -m stablelm-2-12b-chat-q4_k_m.gguf -c 4096 --temp 0.7 -p "Implement snake game using pygame"
 ```
 
 ## Model Details