---
base_model:
- agentica-org/DeepScaleR-1.5B-Preview
- agentica-org/DeepCoder-1.5B-Preview
- Josephgflowers/DeepSeek-R1-Distill-Qwen-1.5B-LIMO
- deepseek-ai/DeepSeek-R1-Distill-Qwen-1.5B
- huihui-ai/DeepSeek-R1-Distill-Qwen-1.5B-abliterated
- ibndias/DeepSeek-R1-Distill-Qwen-1.5B-GRPO
- ertghiu256/Deepseek-R1-Distill-1.5B-code-instruct
- prithivMLmods/QwQ-R1-Distill-1.5B-CoT
library_name: transformers
tags:
- mergekit
- merge

---
# Mini-Tcomanr-R1

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-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:
* [agentica-org/DeepScaleR-1.5B-Preview](https://huggingface.co/agentica-org/DeepScaleR-1.5B-Preview)
* [agentica-org/DeepCoder-1.5B-Preview](https://huggingface.co/agentica-org/DeepCoder-1.5B-Preview)
* [Josephgflowers/DeepSeek-R1-Distill-Qwen-1.5B-LIMO](https://huggingface.co/Josephgflowers/DeepSeek-R1-Distill-Qwen-1.5B-LIMO)
* [huihui-ai/DeepSeek-R1-Distill-Qwen-1.5B-abliterated](https://huggingface.co/huihui-ai/DeepSeek-R1-Distill-Qwen-1.5B-abliterated)
* [ibndias/DeepSeek-R1-Distill-Qwen-1.5B-GRPO](https://huggingface.co/ibndias/DeepSeek-R1-Distill-Qwen-1.5B-GRPO)
* [ertghiu256/Deepseek-R1-Distill-1.5B-code-instruct](https://huggingface.co/ertghiu256/Deepseek-R1-Distill-1.5B-code-instruct)
* [prithivMLmods/QwQ-R1-Distill-1.5B-CoT](https://huggingface.co/prithivMLmods/QwQ-R1-Distill-1.5B-CoT)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
models:
  - model: prithivMLmods/QwQ-R1-Distill-1.5B-CoT
    parameters:
      weight: 0.5
  - model: ertghiu256/Deepseek-R1-Distill-1.5B-code-instruct
    parameters:
      weight: 1.0
  - model: huihui-ai/DeepSeek-R1-Distill-Qwen-1.5B-abliterated
    parameters:
      weight: 0.85
  - model: Josephgflowers/DeepSeek-R1-Distill-Qwen-1.5B-LIMO
    parameters:
      weight: 0.5
  - model: ibndias/DeepSeek-R1-Distill-Qwen-1.5B-GRPO
    parameters:
      weight: 0.3
  - model: agentica-org/DeepScaleR-1.5B-Preview
    parameters:
      weight: 0.95
  - model: agentica-org/DeepCoder-1.5B-Preview
    parameters:
      weight: 1.0
  - model: deepseek-ai/DeepSeek-R1-Distill-Qwen-1.5B
    parameters:
      weight: 1.0
merge_method: ties
base_model: deepseek-ai/DeepSeek-R1-Distill-Qwen-1.5B
parameters:
  normalize: true
  int8_mask: true
  lambda: 1.0
  rescale: true
dtype: float16
```