---
base_model:
- meta-llama/Meta-Llama-3-8B-Instruct
- meta-llama/Meta-Llama-3.1-8B-Instruct
library_name: transformers
tags:
- mergekit
- merge

---
# mergellama

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 [task arithmetic](https://arxiv.org/abs/2212.04089) merge method using [meta-llama/Meta-Llama-3.1-8B-Instruct](https://huggingface.co./meta-llama/Meta-Llama-3.1-8B-Instruct) as a base.

### Models Merged

The following models were included in the merge:
* [meta-llama/Meta-Llama-3-8B-Instruct](https://huggingface.co./meta-llama/Meta-Llama-3-8B-Instruct)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
models:
  - model: meta-llama/Meta-Llama-3-8B-Instruct
    parameters:
      weight: 0.2
  - model: meta-llama/Meta-Llama-3.1-8B-Instruct
    parameters:
      weight: 0.8

base_model: meta-llama/Meta-Llama-3.1-8B-Instruct
merge_method: task_arithmetic
parameters:
  normalize: true
  int8_mask: true

dtype: bfloat16
  
  
```