---
base_model:
- meta-llama/Meta-Llama-3-70B-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 [DARE](https://arxiv.org/abs/2311.03099) [TIES](https://arxiv.org/abs/2306.01708) merge method using [meta-llama/Meta-Llama-3-70B-Instruct](https://huggingface.co/meta-llama/Meta-Llama-3-70B-Instruct) as a base.

### Models Merged

The following models were included in the merge:


### Configuration

The following YAML configuration was used to produce this model:

```yaml
models:
  - model: meta-llama/Meta-Llama-3-70B-Instruct
    # no parameters necessary for base model
  - model: meta-llama/Meta-Llama-3-70B-Instruct
    parameters:
      weight: 0.50
      density: 0.56
  - model: meta-llama/Meta-Llama-3-70B-Instruct
    parameters:
      weight: 0.20
      density: 0.50
  - model: meta-llama/Meta-Llama-3-70B-Instruct
    parameters:
      weight: 0.50
      density: 0.56
merge_method: dare_ties
base_model: meta-llama/Meta-Llama-3-70B-Instruct
parameters:
  int8_mask: true
```