---
base_model:
- shuttleai/shuttle-2.5-mini
- mistralai/Mistral-Nemo-Base-2407
- Undi95/LocalC-12B-e2.0
library_name: transformers
tags:
- mergekit
- merge

---

**EDIT: Early IFEval REsults aren't looking great, keep this in mind when using this model**

# merged

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 [mistralai/Mistral-Nemo-Base-2407](https://huggingface.co/mistralai/Mistral-Nemo-Base-2407) as a base.

### Models Merged

The following models were included in the merge:
* [shuttleai/shuttle-2.5-mini](https://huggingface.co/shuttleai/shuttle-2.5-mini)
* [Undi95/LocalC-12B-e2.0](https://huggingface.co/Undi95/LocalC-12B-e2.0)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
base_model: mistralai/Mistral-Nemo-Base-2407
dtype: bfloat16
merge_method: model_stock
slices:
- sources:
  - layer_range: [0, 40]
    model: mistralai/Mistral-Nemo-Base-2407
  - layer_range: [0, 40]
    model: Undi95/LocalC-12B-e2.0
  - layer_range: [0, 40]
    model: shuttleai/shuttle-2.5-mini
```