README.md

---
base_model:
- meta-llama/Llama-3.1-8B-Instruct
- meta-llama/Llama-3.1-8B
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:
* [meta-llama/Llama-3.1-8B-Instruct](https://huggingface.co/meta-llama/Llama-3.1-8B-Instruct)
* [meta-llama/Llama-3.1-8B](https://huggingface.co/meta-llama/Llama-3.1-8B)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
slices:
  - sources:
      - model: meta-llama/Llama-3.1-8B
        layer_range: [0, 32]
      - model: meta-llama/Llama-3.1-8B-Instruct
        layer_range: [0, 32]
merge_method: slerp
base_model: meta-llama/Llama-3.1-8B
parameters:
  t:
    - filter: self_attn
      value: [0.75 , 0.5 , 0.5 , 1]
    - filter: mlp
      value: [0.75 , 0.5 , 0.5 , 0.75]
    - value: [0.75 , 0.5 , 0.5 , 0.75]
dtype: bfloat16
```