---
base_model:
- mergekit-community/Qwen2.5-14B-della-V6-dpo
- mergekit-community/Qwen2.5-14B-della-Nova-dpo
- agentica-org/DeepCoder-14B-Preview
- mergekit-community/Qwen2.5-14B-della-base-dpo
- mergekit-community/Qwen2.5-14B-della-1M-dpo
- Zhihu-ai/Zhi-writing-dsr1-14b
- mergekit-community/Qwen2.5-14B-della-v2-dpo
- mergekit-community/Qwen2.5-14B-della-code
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 [mergekit-community/Qwen2.5-14B-della-1M-dpo](https://huggingface.co/mergekit-community/Qwen2.5-14B-della-1M-dpo) as a base.

### Models Merged

The following models were included in the merge:
* [mergekit-community/Qwen2.5-14B-della-V6-dpo](https://huggingface.co/mergekit-community/Qwen2.5-14B-della-V6-dpo)
* [mergekit-community/Qwen2.5-14B-della-Nova-dpo](https://huggingface.co/mergekit-community/Qwen2.5-14B-della-Nova-dpo)
* [agentica-org/DeepCoder-14B-Preview](https://huggingface.co/agentica-org/DeepCoder-14B-Preview)
* [mergekit-community/Qwen2.5-14B-della-base-dpo](https://huggingface.co/mergekit-community/Qwen2.5-14B-della-base-dpo)
* [Zhihu-ai/Zhi-writing-dsr1-14b](https://huggingface.co/Zhihu-ai/Zhi-writing-dsr1-14b)
* [mergekit-community/Qwen2.5-14B-della-v2-dpo](https://huggingface.co/mergekit-community/Qwen2.5-14B-della-v2-dpo)
* [mergekit-community/Qwen2.5-14B-della-code](https://huggingface.co/mergekit-community/Qwen2.5-14B-della-code)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
models:
  - model: Zhihu-ai/Zhi-writing-dsr1-14b
  - model: agentica-org/DeepCoder-14B-Preview
  - model: mergekit-community/Qwen2.5-14B-della-code
  - model: mergekit-community/Qwen2.5-14B-della-v2-dpo
  - model: mergekit-community/Qwen2.5-14B-della-V6-dpo
  - model: mergekit-community/Qwen2.5-14B-della-Nova-dpo
  - model: mergekit-community/Qwen2.5-14B-della-base-dpo
  - model: mergekit-community/Qwen2.5-14B-della-1M-dpo
merge_method: karcher
base_model: mergekit-community/Qwen2.5-14B-della-1M-dpo
parameters:
  max_iter: 1000
tokenizer_source: base
dtype: float16
int8_mask: true
normalize: true
```