---
base_model:
- AdaptLLM/finance-LLM-13B
- starmpcc/Asclepius-Llama2-13B
library_name: transformers
tags:
- mergekit
- merge

---
# llama3s-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 [DARE TIES](https://arxiv.org/abs/2311.03099) merge method using [starmpcc/Asclepius-Llama2-13B](https://huggingface.co/starmpcc/Asclepius-Llama2-13B) as a base.

### Models Merged

The following models were included in the merge:
* [AdaptLLM/finance-LLM-13B](https://huggingface.co/AdaptLLM/finance-LLM-13B)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
base_model: starmpcc/Asclepius-Llama2-13B
dtype: bfloat16
merge_method: dare_ties
modules:
  default:
    slices:
    - sources:
      - layer_range: [0, 40]
        model: AdaptLLM/finance-LLM-13B
        parameters:
          density: 0.53
          weight: 0.6
      - layer_range: [0, 40]
        model: starmpcc/Asclepius-Llama2-13B
        parameters:
          density: 0.5
          weight: 0.4
parameters:
  int8_mask: 1.0
```