---
base_model:
- open-thoughts/OpenThinker2-32B
- huihui-ai/QwQ-32B-abliterated
- Snowflake/Qwen-2.5-coder-Arctic-ExCoT-32B
- Qwen/Qwen2.5-Coder-32B-Instruct
library_name: transformers
tags:
- mergekit
- merge

---
# merge

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 [Karcher Mean](https://en.wikipedia.org/wiki/Karcher_mean) merge method.

### Models Merged

The following models were included in the merge:
* [open-thoughts/OpenThinker2-32B](https://huggingface.co/open-thoughts/OpenThinker2-32B)
* [huihui-ai/QwQ-32B-abliterated](https://huggingface.co/huihui-ai/QwQ-32B-abliterated)
* [Snowflake/Qwen-2.5-coder-Arctic-ExCoT-32B](https://huggingface.co/Snowflake/Qwen-2.5-coder-Arctic-ExCoT-32B)
* [Qwen/Qwen2.5-Coder-32B-Instruct](https://huggingface.co/Qwen/Qwen2.5-Coder-32B-Instruct)

## HELP

<h2 style="color: green; font-weight: bold; font-size: 65px; text-align: center;">Your support = more models</h2>
<a href="https://ko-fi.com/ogodwin10" style="color: red; font-weight: bold; font-size: 48px; text-decoration: none; display: block; text-align: center;">My Ko-fi page (Click here)</a>


### Configuration

The following YAML configuration was used to produce this model:

```yaml
models:
  - model: Snowflake/Qwen-2.5-coder-Arctic-ExCoT-32B
  - model: open-thoughts/OpenThinker2-32B
  - model: huihui-ai/QwQ-32B-abliterated
  - model: Qwen/Qwen2.5-Coder-32B-Instruct
merge_method: karcher
dtype: bfloat16
```