---
base_model:
- meta-llama/Meta-Llama-3-8B-Instruct
- defog/llama-3-sqlcoder-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 [TIES](https://arxiv.org/abs/2306.01708) merge method using [meta-llama/Meta-Llama-3-8B-Instruct](https://huggingface.co/meta-llama/Meta-Llama-3-8B-Instruct) as a base.

### Models Merged

The following models were included in the merge:
* [defog/llama-3-sqlcoder-8b](https://huggingface.co/defog/llama-3-sqlcoder-8b)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
merge_method: ties
base_model: meta-llama/Meta-Llama-3-8B-Instruct
models:
  - model: defog/llama-3-sqlcoder-8b
    parameters:
      weight:
        - filter: mlp
          value: [0.25, 0.5, 0.5, 0.25]
        - filter: self_attn
          value: [0.25, 0.5, 0.5, 0]
        - value: [0.25, 0.5, 0.5, 0.25]
      density: 0.75
  - model: meta-llama/Meta-Llama-3-8B-Instruct
    parameters:
      weight:
        - filter: mlp
          value: [0.75, 0.5, 0.5, 0.75]
        - filter: self_attn
          value: [0.75, 0.5, 0.5, 1]
        - value: [0.75, 0.5, 0.5, 0.75]
      density: 1.0
parameters:
  normalize: true
  int8_mask: true
dtype: bfloat16
```