---
base_model:
- Replete-AI/Replete-LLM-Qwen2-7b_Beta-Preview
- MaziyarPanahi/calme-2.8-qwen2-7b
- arcee-ai/Arcee-Spark
- Weyaxi/Einstein-v7-Qwen2-7B
- Qwen/Qwen2-7B
library_name: transformers
tags:
- mergekit
- merge

---
<img src="./focusmix.jpg" alt="FocusMix 7B" width="100%" display="block"/>

# FocusMix 7B

This is a model created by merging several powerful language models:

* **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)

FocusMix inherits the strengths of its component models, resulting in a model with:

* **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

The following YAML configuration was used to produce this model:

```yaml
merge_method: model_stock
base_model: Qwen/Qwen2-7B
models:
  - model: Replete-AI/Replete-LLM-Qwen2-7b_Beta-Preview
  - model: arcee-ai/Arcee-Spark
  - model: Weyaxi/Einstein-v7-Qwen2-7B
  - model: MaziyarPanahi/calme-2.8-qwen2-7b
dtype: bfloat16
tokenizer_source: base
```