---
base_model:
- Salesforce/Llama-xLAM-2-8b-fc-r
- Magpie-Align/MagpieLM-8B-Chat-v0.1
- meta-llama/Llama-3.1-8B-Instruct
- arcee-ai/Llama-3.1-SuperNova-Lite
library_name: transformers
tags:
- mergekit
- merge

---
# Magpie-xLAM-Supernova-8B

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:
* [Salesforce/Llama-xLAM-2-8b-fc-r](https://huggingface.co/Salesforce/Llama-xLAM-2-8b-fc-r)
* [Magpie-Align/MagpieLM-8B-Chat-v0.1](https://huggingface.co/Magpie-Align/MagpieLM-8B-Chat-v0.1)
* [arcee-ai/Llama-3.1-SuperNova-Lite](https://huggingface.co/arcee-ai/Llama-3.1-SuperNova-Lite)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
models:
  - model: Magpie-Align/MagpieLM-8B-Chat-v0.1
    parameters:
      density: 1
      weight: 0.40
  - model: arcee-ai/Llama-3.1-SuperNova-Lite
    parameters:
      density: 1
      weight: 0.10
  - model: Salesforce/Llama-xLAM-2-8b-fc-r
    parameters:
      density: 1
      weight: 0.50

merge_method: ties
base_model: meta-llama/Llama-3.1-8B-Instruct
parameters:
  normalize: true

dtype: float16

```