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README.md

@@ -11,22 +11,30 @@ tags:
 - merge
 
 ---
-# .
+<img src="./focusmix.jpg" alt="FocusMix 7B" width="100%" display="block"/>
 
-This is a merge of pre-trained language models created using [mergekit](https://github.com/cg123/mergekit).
+# FocusMix 7B
 
-## Merge Details
-### Merge Method
+This is a model created by merging several powerful language models:
 
-This model was merged using the [Model Stock](https://arxiv.org/abs/2403.19522) merge method using [Qwen/Qwen2-7B](https://huggingface.co/Qwen/Qwen2-7B) as a base.
+* **Base Model:** [Qwen/Qwen2-7B](https://huggingface.co/Qwen/Qwen2-7B)
+* **Merge Stock:**
+  * [Replete-AI/Replete-LLM-Qwen2-7b_Beta-Preview](https://huggingface.co/Replete-AI/Replete-LLM-Qwen2-7b_Beta-Preview)
+  * [MaziyarPanahi/calme-2.8-qwen2-7b](https://huggingface.co/MaziyarPanahi/calme-2.8-qwen2-7b)
+  * [arcee-ai/Arcee-Spark](https://huggingface.co/arcee-ai/Arcee-Spark)
+  * [Weyaxi/Einstein-v7-Qwen2-7B](https://huggingface.co/Weyaxi/Einstein-v7-Qwen2-7B)
 
-### Models Merged
+FocusMix inherits the strengths of its component models, resulting in a model with:
 
-The following models were included in the merge:
-* [Replete-AI/Replete-LLM-Qwen2-7b_Beta-Preview](https://huggingface.co/Replete-AI/Replete-LLM-Qwen2-7b_Beta-Preview)
-* [MaziyarPanahi/calme-2.8-qwen2-7b](https://huggingface.co/MaziyarPanahi/calme-2.8-qwen2-7b)
-* [arcee-ai/Arcee-Spark](https://huggingface.co/arcee-ai/Arcee-Spark)
-* [Weyaxi/Einstein-v7-Qwen2-7B](https://huggingface.co/Weyaxi/Einstein-v7-Qwen2-7B)
+* **Enhanced Focus:** FocusMix leverages the fine-tuning and instruction-following capabilities of Replete-LLM, Arcee-Spark, and Einstein-v7, leading to improved accuracy and coherence in task-specific responses.
+* **Broader Knowledge Base:** The diverse training datasets of the merged models provide FocusMix with a wider range of knowledge and abilities, making it more versatile and capable of handling a wider variety of prompts and tasks.
+* **Improved Reasoning and Problem-Solving:** The inclusion of Calme-2.8, known for its reasoning and problem-solving abilities, enhances FocusMix's capacity for logical deduction and complex task execution.
+
+**Purpose:** aims to provide a powerful and versatile language model that excels in:
+
+* **Task-Specific Instructions:**  FocusMix can effectively follow specific instructions and complete tasks with higher accuracy.
+* **Complex Reasoning:** The model can handle intricate prompts requiring logical deduction and problem-solving.
+* **Diverse Knowledge Domains:**  FocusMix can engage in conversations and provide information across a wide range of topics.
 
 ### Configuration