---
base_model:
- nbeerbower/Mistral-Nemo-Prism-12B-v2
- TheDrummer/Rocinante-12B-v1.1
library_name: transformers
tags:
- mergekit
- merge

---
Model details:
-
Experiment. Unstable.

---
# Merge

This is a merge of pre-trained language models created using [mergekit](https://github.com/cg123/mergekit).

## Merge Method

This model was merged using the SLERP merge method.

### Models Merged

The following models were included in the merge:
* [nbeerbower/Mistral-Nemo-Prism-12B-v2](https://huggingface.co/nbeerbower/Mistral-Nemo-Prism-12B-v2)
* [TheDrummer/Rocinante-12B-v1.1](https://huggingface.co/TheDrummer/Rocinante-12B-v1.1)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
slices:
  - sources:
      - model: TheDrummer/Rocinante-12B-v1.1
        layer_range: [0, 32]
      - model: nbeerbower/Mistral-Nemo-Prism-12B-v2
        layer_range: [0, 32]
merge_method: slerp
base_model: TheDrummer/Rocinante-12B-v1.1
parameters:
  t:
    - filter: self_attn
      value: [0, 0.5, 0.3, 0.7, 1]
    - filter: mlp
      value: [1, 0.5, 0.7, 0.3, 0]
    - value: 0.5
dtype: bfloat16
```