---
base_model:
- open-thoughts/OpenThinker2-32B
- Skywork/Skywork-OR1-32B-Preview
- Qwen/QwQ-32B
- deepcogito/cogito-v1-preview-qwen-32B
- qihoo360/Light-R1-32B
- Rombo-Org/Rombo-LLM-V3.0-Qwen-32b
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 using [Rombo-Org/Rombo-LLM-V3.0-Qwen-32b](https://huggingface.co/Rombo-Org/Rombo-LLM-V3.0-Qwen-32b) as a base.

### Models Merged

The following models were included in the merge:
* [open-thoughts/OpenThinker2-32B](https://huggingface.co/open-thoughts/OpenThinker2-32B)
* [Skywork/Skywork-OR1-32B-Preview](https://huggingface.co/Skywork/Skywork-OR1-32B-Preview)
* [Qwen/QwQ-32B](https://huggingface.co/Qwen/QwQ-32B)
* [deepcogito/cogito-v1-preview-qwen-32B](https://huggingface.co/deepcogito/cogito-v1-preview-qwen-32B)
* [qihoo360/Light-R1-32B](https://huggingface.co/qihoo360/Light-R1-32B)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
models:
  - model: Qwen/QwQ-32B
  - model: Skywork/Skywork-OR1-32B-Preview
  - model: deepcogito/cogito-v1-preview-qwen-32B
  - model: qihoo360/Light-R1-32B
  - model: open-thoughts/OpenThinker2-32B
merge_method: karcher
base_model: Rombo-Org/Rombo-LLM-V3.0-Qwen-32b
parameters:
  max_iter: 1000
normalize: true
int8_mask: true
tokenizer_source: base
dtype: float16
```