---
base_model:
- mobiuslabsgmbh/DeepSeek-R1-ReDistill-Qwen-1.5B-v1.1
- deepseek-ai/DeepSeek-R1-Distill-Qwen-1.5B
- agentica-org/DeepCoder-1.5B-Preview
- RLinf/RLinf-math-1.5B
library_name: transformers
tags:
- mergekit
- merge

---
# merge_test_1

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 [DELLA](https://arxiv.org/abs/2406.11617) 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:
* [mobiuslabsgmbh/DeepSeek-R1-ReDistill-Qwen-1.5B-v1.1](https://huggingface.co/mobiuslabsgmbh/DeepSeek-R1-ReDistill-Qwen-1.5B-v1.1)
* [agentica-org/DeepCoder-1.5B-Preview](https://huggingface.co/agentica-org/DeepCoder-1.5B-Preview)
* [RLinf/RLinf-math-1.5B](https://huggingface.co/RLinf/RLinf-math-1.5B)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
merge_method: della
base_model: deepseek-ai/DeepSeek-R1-Distill-Qwen-1.5B
dtype: bfloat16
models:
  - model: RLinf/RLinf-math-1.5B
    parameters:
      weight: 1.0
      density: 0.6
      epsilon: 0.3
  - model: agentica-org/DeepCoder-1.5B-Preview
    parameters:
      weight: 1.0
      density: 0.6
      epsilon: 0.3
  - model: mobiuslabsgmbh/DeepSeek-R1-ReDistill-Qwen-1.5B-v1.1
    parameters:
      weight: 1.0
      density: 0.6
      epsilon: 0.3

```