---
base_model:
- deepseek-ai/deepseek-math-7b-base
- AI-MO/NuminaMath-7B-TIR
- deepseek-ai/deepseek-math-7b-rl
- ALBADDAWI/DeepCode-7B-Aurora-v3
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 [TIES](https://arxiv.org/abs/2306.01708) merge method using [deepseek-ai/deepseek-math-7b-base](https://huggingface.co/deepseek-ai/deepseek-math-7b-base) as a base.

### Models Merged

The following models were included in the merge:
* [AI-MO/NuminaMath-7B-TIR](https://huggingface.co/AI-MO/NuminaMath-7B-TIR)
* [deepseek-ai/deepseek-math-7b-rl](https://huggingface.co/deepseek-ai/deepseek-math-7b-rl)
* [ALBADDAWI/DeepCode-7B-Aurora-v3](https://huggingface.co/ALBADDAWI/DeepCode-7B-Aurora-v3)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
models:
  - model: deepseek-ai/deepseek-math-7b-base
    parameters:
      density: 1.0
      weight: 0.4
  - model: AI-MO/NuminaMath-7B-TIR
    parameters:
      density: 0.5
      weight: 0.3
  - model: deepseek-ai/deepseek-math-7b-rl
    parameters:
      density: 0.5
      weight: 0.2
  - model: ALBADDAWI/DeepCode-7B-Aurora-v3
    parameters:
      density: 0.5
      weight: 0.1
merge_method: ties
base_model: deepseek-ai/deepseek-math-7b-base
parameters:
  normalize: true
dtype: float16

```