---
base_model:
- Qwen/Qwen2.5-32B-Instruct
- Qwen/Qwen2.5-32B
- Qwen/QwQ-32B-Preview
- deepseek-ai/DeepSeek-R1-Distill-Qwen-32B
- Qwen/Qwen2.5-Coder-32B-Instruct
library_name: transformers
tags:
- mergekit
- merge

---
# output-model-directory

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 [Model Stock](https://arxiv.org/abs/2403.19522) merge method using [Qwen/Qwen2.5-32B](https://huggingface.co/Qwen/Qwen2.5-32B) as a base.

### Models Merged

The following models were included in the merge:
* [Qwen/Qwen2.5-32B-Instruct](https://huggingface.co/Qwen/Qwen2.5-32B-Instruct)
* [Qwen/QwQ-32B-Preview](https://huggingface.co/Qwen/QwQ-32B-Preview)
* [deepseek-ai/DeepSeek-R1-Distill-Qwen-32B](https://huggingface.co/deepseek-ai/DeepSeek-R1-Distill-Qwen-32B)
* [Qwen/Qwen2.5-Coder-32B-Instruct](https://huggingface.co/Qwen/Qwen2.5-Coder-32B-Instruct)

### Configuration

The following YAML configuration was used to produce this model:

```yaml

models:
  - model: Qwen/Qwen2.5-32B-Instruct
  - model: Qwen/Qwen2.5-Coder-32B-Instruct
  - model: deepseek-ai/DeepSeek-R1-Distill-Qwen-32B
  - model: Qwen/QwQ-32B-Preview
base_model: Qwen/Qwen2.5-32B
merge_method: model_stock
parameters:
  normalize: true
dtype: bfloat16
tokenizer_source: Qwen/Qwen2.5-Coder-32B-Instruct

```