---
base_model:
- mergekit-community/MN-Sappho-c-12B
- LatitudeGames/Wayfarer-12B
- inflatebot/MN-12B-Mag-Mell-R1
- PygmalionAI/Eleusis-12B
- mistralai/Mistral-Nemo-Instruct-2407
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 Breadcrumbs with TIES](https://arxiv.org/abs/2312.06795) merge method using [mistralai/Mistral-Nemo-Instruct-2407](https://huggingface.co/mistralai/Mistral-Nemo-Instruct-2407) as a base.

### Models Merged

The following models were included in the merge:
* [mergekit-community/MN-Sappho-c-12B](https://huggingface.co/mergekit-community/MN-Sappho-c-12B)
* [LatitudeGames/Wayfarer-12B](https://huggingface.co/LatitudeGames/Wayfarer-12B)
* [inflatebot/MN-12B-Mag-Mell-R1](https://huggingface.co/inflatebot/MN-12B-Mag-Mell-R1)
* [PygmalionAI/Eleusis-12B](https://huggingface.co/PygmalionAI/Eleusis-12B)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
dtype: float32
out_dtype: bfloat16
merge_method: breadcrumbs_ties
base_model: mistralai/Mistral-Nemo-Instruct-2407
models:
  - model: mergekit-community/MN-Sappho-c-12B
    parameters:
      weight: 1
  - model: inflatebot/MN-12B-Mag-Mell-R1
    parameters:
      weight: 1
  - model: LatitudeGames/Wayfarer-12B
    parameters:
      weight: 1.1
  - model: PygmalionAI/Eleusis-12B
    parameters:
      weight: 1
parameters:
  density: 0.9
  gamma: 0.01
tokenizer:
  source: "union"
```