---
base_model:
- unsloth/Meta-Llama-3.1-8B-Instruct-bnb-4bit
- anthonymeo/NEC-merged-best
- anthonymeo/llama3.1-merged
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 [unsloth/Meta-Llama-3.1-8B-Instruct-bnb-4bit](https://huggingface.co/unsloth/Meta-Llama-3.1-8B-Instruct-bnb-4bit) as a base.

### Models Merged

The following models were included in the merge:
* [anthonymeo/NEC-merged-best](https://huggingface.co/anthonymeo/NEC-merged-best)
* [anthonymeo/llama3.1-merged](https://huggingface.co/anthonymeo/llama3.1-merged)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
models:
  - model: anthonymeo/NEC-merged-best
    parameters:
      density: 0.5
      weight: 0.5
  - model: anthonymeo/llama3.1-merged
    parameters:
      density: 0.5
      weight: 0.5
merge_method: ties
base_model: unsloth/Meta-Llama-3.1-8B-Instruct-bnb-4bit
parameters:
  normalize: false
  int8_mask: true
dtype: float16
```