---
base_model:
- epfl-llm/meditron-7b
- bofenghuang/vigogne-2-7b-instruct
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 [SLERP](https://en.wikipedia.org/wiki/Slerp) merge method.

### Models Merged

The following models were included in the merge:
* [epfl-llm/meditron-7b](https://huggingface.co/epfl-llm/meditron-7b)
* [bofenghuang/vigogne-2-7b-instruct](https://huggingface.co/bofenghuang/vigogne-2-7b-instruct)

### Configuration

The following YAML configuration was used to produce this model:

```yaml

slices:
  - sources:
      - model: bofenghuang/vigogne-2-7b-instruct
        layer_range: [0, 32]
      - model: epfl-llm/meditron-7b
        layer_range: [0, 32]
merge_method: slerp
base_model: bofenghuang/vigogne-2-7b-instruct
parameters:
  t:
    - filter: self_attn
      value: [0, 0.6, 0.4, 0.8, 1]
    - filter: mlp
      value: [1, 0.4, 0.6, 0.2, 0]
    - value: 0.5
dtype: bfloat16


```