---
base_model:
- pankajmathur/orca_mini_v6_8b_dpo
- Locutusque/Llama-3-Orca-1.0-8B
- nvidia/Llama-3.1-Nemotron-Nano-8B-v1
- deepcogito/cogito-v1-preview-llama-8B
- unsloth/Meta-Llama-3.1-8B-Instruct
- deepseek-ai/DeepSeek-R1-Distill-Llama-8B
- cognitivecomputations/Dolphin3.0-Llama3.1-8B
- UCSC-VLAA/MedReason-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 [unsloth/Meta-Llama-3.1-8B-Instruct](https://huggingface.co/unsloth/Meta-Llama-3.1-8B-Instruct) as a base.

### Models Merged

The following models were included in the merge:
* [pankajmathur/orca_mini_v6_8b_dpo](https://huggingface.co/pankajmathur/orca_mini_v6_8b_dpo)
* [Locutusque/Llama-3-Orca-1.0-8B](https://huggingface.co/Locutusque/Llama-3-Orca-1.0-8B)
* [nvidia/Llama-3.1-Nemotron-Nano-8B-v1](https://huggingface.co/nvidia/Llama-3.1-Nemotron-Nano-8B-v1)
* [deepcogito/cogito-v1-preview-llama-8B](https://huggingface.co/deepcogito/cogito-v1-preview-llama-8B)
* [deepseek-ai/DeepSeek-R1-Distill-Llama-8B](https://huggingface.co/deepseek-ai/DeepSeek-R1-Distill-Llama-8B)
* [cognitivecomputations/Dolphin3.0-Llama3.1-8B](https://huggingface.co/cognitivecomputations/Dolphin3.0-Llama3.1-8B)
* [UCSC-VLAA/MedReason-8B](https://huggingface.co/UCSC-VLAA/MedReason-8B)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
merge_method: model_stock  
base_model: unsloth/Meta-Llama-3.1-8B-Instruct
models:  
  - model: Locutusque/Llama-3-Orca-1.0-8B
  - model: pankajmathur/orca_mini_v6_8b_dpo
  - model: nvidia/Llama-3.1-Nemotron-Nano-8B-v1
  - model: cognitivecomputations/Dolphin3.0-Llama3.1-8B
  - model: deepcogito/cogito-v1-preview-llama-8B
  - model: deepseek-ai/DeepSeek-R1-Distill-Llama-8B
  - model: UCSC-VLAA/MedReason-8B
dtype: bfloat16  
tokenizer_source: base  
int8_mask: true  
normalize: true  
name: 8B-Nemotaur-IT

```