Update README.md

README.md

@@ -10,21 +10,17 @@ license: apache-2.0
 language:
 - en
 ---
-# merge
+## aqua-qwen-0.1-110B
 
-This is a merge of pre-trained language models created using [mergekit](https://github.com/cg123/mergekit).
-
-## Merge Details
-### Merge Method
-
-This model was merged using the linear [DARE](https://arxiv.org/abs/2311.03099) merge method using [cognitivecomputations/dolphin-2.9.1-qwen-110b](https://huggingface.co/cognitivecomputations/dolphin-2.9.1-qwen-110b) as a base.
+This model was created by merging 2 models using the linear [DARE](https://arxiv.org/abs/2311.03099) merge method 
+using [mergekit](https://github.com/arcee-ai/mergekit).
+The following models were included in the merge:
 
-### Models Merged
+- [cognitivecomputations/dolphin-2.9.1-qwen-110b](https://huggingface.co/cognitivecomputations/dolphin-2.9.1-qwen-110b) as a base.
+- [Qwen/Qwen1.5-110B-Chat](https://huggingface.co/Qwen/Qwen1.5-110B-Chat)
 
-The following models were included in the merge:
-* [Qwen/Qwen1.5-110B-Chat](https://huggingface.co/Qwen/Qwen1.5-110B-Chat)
 
-### Configuration
+## Configuration
 
 The following YAML configuration was used to produce this model:
 
@@ -47,4 +43,8 @@ slices:
       layer_range: [0, 80]
       parameters:
         weight: 0.4
-```
+```
+
+## Usage
+
+It is recommended to use GGUF version of the model [available here](https://huggingface.co/saucam/aqua-qwen-0.1-110B-GGUF/blob/main/README.md)