---
base_model:
- BimatrixTemp/BIMATRIX-Llama-3.1-Lora
- meta-llama/Llama-3.1-8B-Instruct
library_name: transformers
tags:
- mergekit
- merge

---
# Llama3.1-dare-ties

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/Llama-3.1-8B-Instruct](https://huggingface.co/meta-llama/Llama-3.1-8B-Instruct) as a base.

### Models Merged

The following models were included in the merge:
* [BimatrixTemp/BIMATRIX-Llama-3.1-Lora](https://huggingface.co/BimatrixTemp/BIMATRIX-Llama-3.1-Lora)
* /workspace/mssong/finetune/mergekit/models/fcc-llama-8b

### Configuration

The following YAML configuration was used to produce this model:

```yaml
base_model: meta-llama/Llama-3.1-8B-Instruct
dtype: bfloat16
merge_method: ties
parameters:
  int8_mask: 1.0
  normalize: 0.0
slices:
- sources:
  - layer_range: [0, 32]
    model: BimatrixTemp/BIMATRIX-Llama-3.1-Lora
    parameters:
      density: 0.5
      weight: 0.5
  - layer_range: [0, 32]
    model: /workspace/mssong/finetune/mergekit/models/fcc-llama-8b
    parameters:
      density: 0.5
      weight: 0.5
  - layer_range: [0, 32]
    model: meta-llama/Llama-3.1-8B-Instruct
```