---
base_model:
- ForSureTesterSim/Monarch-OpenR1-Coder
- ForSureTesterSim/Monarch-Reason-Coder
- ForSureTesterSim/Monarch-Nvidia-Coder
- BlossomsAI/Qwen2.5-Coder-7B-Instruct-Uncensored
- huihui-ai/Qwen2.5-Coder-7B-Instruct-abliterated
- zhuyaoyu/CodeV-R1-Qwen-7B
library_name: transformers
tags:
- mergekit
- merge

---
# Monarch-Qwen-Coder-Evolved

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 [TIES](https://arxiv.org/abs/2306.01708) merge method using [huihui-ai/Qwen2.5-Coder-7B-Instruct-abliterated](https://huggingface.co/huihui-ai/Qwen2.5-Coder-7B-Instruct-abliterated) as a base.

### Models Merged

The following models were included in the merge:
* [ForSureTesterSim/Monarch-OpenR1-Coder](https://huggingface.co/ForSureTesterSim/Monarch-OpenR1-Coder)
* [ForSureTesterSim/Monarch-Reason-Coder](https://huggingface.co/ForSureTesterSim/Monarch-Reason-Coder)
* [ForSureTesterSim/Monarch-Nvidia-Coder](https://huggingface.co/ForSureTesterSim/Monarch-Nvidia-Coder)
* [BlossomsAI/Qwen2.5-Coder-7B-Instruct-Uncensored](https://huggingface.co/BlossomsAI/Qwen2.5-Coder-7B-Instruct-Uncensored)
* [zhuyaoyu/CodeV-R1-Qwen-7B](https://huggingface.co/zhuyaoyu/CodeV-R1-Qwen-7B)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
base_model: huihui-ai/Qwen2.5-Coder-7B-Instruct-abliterated
merge_method: ties
models:
- model: zhuyaoyu/CodeV-R1-Qwen-7B
  parameters:
    density: 0.8
    weight: 1.0
- model: BlossomsAI/Qwen2.5-Coder-7B-Instruct-Uncensored
  parameters:
    density: 0.4
    weight: 1.0
- model: ForSureTesterSim/Monarch-Reason-Coder
  parameters:
    density: 0.3
    weight: 1.0
- model: ForSureTesterSim/Monarch-OpenR1-Coder
  parameters:
    density: 0.5
    weight: 1.0
- model: ForSureTesterSim/Monarch-Nvidia-Coder
  parameters:
    density: 0.5
    weight: 1.0
dtype: bfloat16

```