---
base_model:
- meta-llama/Llama-3.1-8B
- deepseek-ai/DeepSeek-R1-Distill-Llama-8B
- Skywork/Skywork-Critic-Llama-3.1-8B
- meta-llama/Llama-3.1-8B-Instruct
- MathGenie/MathCoder2-Llama-3-8B
- mergekit-community/L3.1-Athena-b-8B
- DavidAU/DeepSeek-BlackRoot-R1-Distill-Llama-3.1-8B
- Skywork/Skywork-o1-Open-Llama-3.1-8B
- mergekit-community/L3.1-Athena-c-8B
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 [Model Stock](https://arxiv.org/abs/2403.19522) merge method using [mergekit-community/L3.1-Athena-c-8B](https://huggingface.co/mergekit-community/L3.1-Athena-c-8B) as a base.

### Models Merged

The following models were included in the merge:
* [meta-llama/Llama-3.1-8B](https://huggingface.co/meta-llama/Llama-3.1-8B)
* [deepseek-ai/DeepSeek-R1-Distill-Llama-8B](https://huggingface.co/deepseek-ai/DeepSeek-R1-Distill-Llama-8B)
* [Skywork/Skywork-Critic-Llama-3.1-8B](https://huggingface.co/Skywork/Skywork-Critic-Llama-3.1-8B)
* [meta-llama/Llama-3.1-8B-Instruct](https://huggingface.co/meta-llama/Llama-3.1-8B-Instruct)
* [MathGenie/MathCoder2-Llama-3-8B](https://huggingface.co/MathGenie/MathCoder2-Llama-3-8B)
* [mergekit-community/L3.1-Athena-b-8B](https://huggingface.co/mergekit-community/L3.1-Athena-b-8B)
* [DavidAU/DeepSeek-BlackRoot-R1-Distill-Llama-3.1-8B](https://huggingface.co/DavidAU/DeepSeek-BlackRoot-R1-Distill-Llama-3.1-8B)
* [Skywork/Skywork-o1-Open-Llama-3.1-8B](https://huggingface.co/Skywork/Skywork-o1-Open-Llama-3.1-8B)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
out_dtype: bfloat16
merge_method: model_stock
base_model: mergekit-community/L3.1-Athena-c-8B
models:
  - model: meta-llama/Llama-3.1-8B
  - model: meta-llama/Llama-3.1-8B-Instruct
  - model: Skywork/Skywork-o1-Open-Llama-3.1-8B
  - model: Skywork/Skywork-Critic-Llama-3.1-8B
  - model: MathGenie/MathCoder2-Llama-3-8B
  - model: deepseek-ai/DeepSeek-R1-Distill-Llama-8B
  - model: DavidAU/DeepSeek-BlackRoot-R1-Distill-Llama-3.1-8B
  - model: mergekit-community/L3.1-Athena-b-8B
```