---
base_model:
- gz987/qwen2.5-7b-cabs-v0.3
- bunnycore/Qwen-2.5-7b-s1k-lora_model
- simplescaling/s1.1-7B
- gz987/qwen2.5-7b-cabs-v0.3
- bunnycore/Qwen-2.5-7b-rp-lora
- marcuscedricridia/pre-cursa-o1-v1.2
- Xiaojian9992024/Qwen2.5-Dyanka-7B-Preview
- Krystalan/DRT-7B
- Qwen/Qwen2.5-7B-Instruct
- open-r1/OlympicCoder-7B
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 [Model Stock](https://arxiv.org/abs/2403.19522) merge method using [Qwen/Qwen2.5-7B-Instruct](https://huggingface.co/Qwen/Qwen2.5-7B-Instruct) as a base.

### Models Merged

The following models were included in the merge:
* [gz987/qwen2.5-7b-cabs-v0.3](https://huggingface.co/gz987/qwen2.5-7b-cabs-v0.3) + [bunnycore/Qwen-2.5-7b-s1k-lora_model](https://huggingface.co/bunnycore/Qwen-2.5-7b-s1k-lora_model)
* [simplescaling/s1.1-7B](https://huggingface.co/simplescaling/s1.1-7B)
* [gz987/qwen2.5-7b-cabs-v0.3](https://huggingface.co/gz987/qwen2.5-7b-cabs-v0.3) + [bunnycore/Qwen-2.5-7b-rp-lora](https://huggingface.co/bunnycore/Qwen-2.5-7b-rp-lora)
* [marcuscedricridia/pre-cursa-o1-v1.2](https://huggingface.co/marcuscedricridia/pre-cursa-o1-v1.2)
* [Xiaojian9992024/Qwen2.5-Dyanka-7B-Preview](https://huggingface.co/Xiaojian9992024/Qwen2.5-Dyanka-7B-Preview)
* [Krystalan/DRT-7B](https://huggingface.co/Krystalan/DRT-7B)
* [open-r1/OlympicCoder-7B](https://huggingface.co/open-r1/OlympicCoder-7B)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
models:
  - model: Krystalan/DRT-7B
    parameters:
      weight: 0.3
  - model: simplescaling/s1.1-7B
    parameters:
      weight: 0.3
  - model: Krystalan/DRT-7B
    parameters:
      weight: 0.3
  - model: open-r1/OlympicCoder-7B
    parameters:
      weight: 0.3
  - model: marcuscedricridia/pre-cursa-o1-v1.2
    parameters:
      weight: 0.3
  - model: Xiaojian9992024/Qwen2.5-Dyanka-7B-Preview
  - model: gz987/qwen2.5-7b-cabs-v0.3+bunnycore/Qwen-2.5-7b-s1k-lora_model
  - model: gz987/qwen2.5-7b-cabs-v0.3+bunnycore/Qwen-2.5-7b-rp-lora
base_model: Qwen/Qwen2.5-7B-Instruct
merge_method: model_stock
parameters:
dtype: bfloat16
tokenizer_source: Qwen/Qwen2.5-7B-Instruct

```