| | --- |
| | 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 |
| | ``` |
| |
|
