---
base_model:
- meta-llama/Llama-3.1-8B
- grimjim/SauerHuatuoSkywork-o1-Llama-3.1-8B
- deepseek-ai/DeepSeek-R1-Distill-Llama-8B
library_name: transformers
pipeline_tag: text-generation
tags:
- mergekit
- merge
license: llama3.1
---
# DeepSauerHuatuoSkywork-R1-o1-Llama-3.1-8B

This is a merge of pre-trained language models created using [mergekit](https://github.com/cg123/mergekit).

DeepSeek-R1-Distill-Llama-8B has been merged in at low weight in hopes of increasing the reasoning capability of the resulting model.

Built with Llama.

## Merge Details
### Merge Method

This model was merged using the [task arithmetic](https://arxiv.org/abs/2212.04089) merge method using [meta-llama/Llama-3.1-8B](https://huggingface.co/meta-llama/Llama-3.1-8B) as a base.

### Models Merged

The following models were included in the merge:
* [grimjim/SauerHuatuoSkywork-o1-Llama-3.1-8B](https://huggingface.co/grimjim/SauerHuatuoSkywork-o1-Llama-3.1-8B)
* [deepseek-ai/DeepSeek-R1-Distill-Llama-8B](https://huggingface.co/deepseek-ai/DeepSeek-R1-Distill-Llama-8B)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
base_model: meta-llama/Llama-3.1-8B
dtype: bfloat16
merge_method: task_arithmetic
parameters:
  normalize: true
models:
  - model: meta-llama/Llama-3.1-8B
  - model: deepseek-ai/DeepSeek-R1-Distill-Llama-8B
    parameters:
      weight: 0.1
  - model: grimjim/SauerHuatuoSkywork-o1-Llama-3.1-8B
    parameters:
      weight: 0.9

```