---
base_model:
- deepseek-ai/DeepSeek-R1-Distill-Qwen-1.5B
- Zachary1150/math_acc_1.5B
- Zachary1150/math_len_1.5B
library_name: transformers
tags:
- mergekit
- merge

---
# math_merge_dare_ties_density0.5_1.5B

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 [DARE TIES](https://arxiv.org/abs/2311.03099) merge method using [deepseek-ai/DeepSeek-R1-Distill-Qwen-1.5B](https://huggingface.co/deepseek-ai/DeepSeek-R1-Distill-Qwen-1.5B) as a base.

### Models Merged

The following models were included in the merge:
* [Zachary1150/math_acc_1.5B](https://huggingface.co/Zachary1150/math_acc_1.5B)
* [Zachary1150/math_len_1.5B](https://huggingface.co/Zachary1150/math_len_1.5B)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
models:
- model: Zachary1150/math_acc_1.5B
  parameters:
    weight: 0.5
    density: 0.5
- model: Zachary1150/math_len_1.5B
  parameters:
    weight: 0.5
    density: 0.5
merge_method: dare_ties
parameters:
  normalize: true
  lambda: 1.0
dtype: bfloat16
base_model: deepseek-ai/DeepSeek-R1-Distill-Qwen-1.5B

```