---
base_model:
- Weyaxi/Einstein-v6.1-Llama3-8B
- meta-llama/Meta-Llama-3-8B
- jondurbin/bagel-8b-v1.0
library_name: transformers
tags:
- mergekit
- merge
license: llama3
---
# EinsteinBagel-8B (Einstein V6.1 & Bagel V1.0)

This is a merge of pre-trained language models created using [mergekit](https://github.com/cg123/mergekit).
The purpose of this experiment was to combine the maximum amount of finetuned datasets possible for the Llama 3 8B architecture. 

## Merge Details
### Merge Method

This model was merged using the [Model Stock](https://arxiv.org/abs/2403.19522) merge method using [meta-llama/Meta-Llama-3-8B](https://huggingface.co./meta-llama/Meta-Llama-3-8B) as a base.

### Models Merged

The following models were included in the merge:
* [Weyaxi/Einstein-v6.1-Llama3-8B](https://huggingface.co./Weyaxi/Einstein-v6.1-Llama3-8B)
* [jondurbin/bagel-8b-v1.0](https://huggingface.co./jondurbin/bagel-8b-v1.0)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
models:
  - model: meta-llama/Meta-Llama-3-8B
  - model: jondurbin/bagel-8b-v1.0
  - model: Weyaxi/Einstein-v6.1-Llama3-8B
merge_method: model_stock
base_model: meta-llama/Meta-Llama-3-8B
dtype: bfloat16
```