---
tags:
- merge
- mergekit
- mlabonne/NeuralBeagle14-7B
- chargoddard/loyal-piano-m7
- macadeliccc/WestLake-7B-v2-laser-truthy-dpo
license: cc-by-nc-4.0
---

# NeuraLake-m7-7B

NeuraLake-m7-7B is a merge of the following models using [mergekit](https://github.com/cg123/mergekit):
* [mlabonne/NeuralBeagle14-7B](https://huggingface.co/mlabonne/NeuralBeagle14-7B)
* [chargoddard/loyal-piano-m7](https://huggingface.co/chargoddard/loyal-piano-m7)
* [macadeliccc/WestLake-7B-v2-laser-truthy-dpo](https://huggingface.co/macadeliccc/WestLake-7B-v2-laser-truthy-dpo)

## 🛠️ Configuration

```yaml
models:
  - model: mistralai/Mistral-7B-v0.1
    # No parameters necessary for base model
    
  - model: mlabonne/NeuralBeagle14-7B
    parameters:
      weight: 0.3
      density: 0.8
  - model: chargoddard/loyal-piano-m7
    parameters:
      weight: 0.4
      density: 0.8
  - model: macadeliccc/WestLake-7B-v2-laser-truthy-dpo
    parameters:
      weight: 0.3
      density: 0.4
merge_method: dare_ties
base_model: mistralai/Mistral-7B-v0.1
parameters:
  int8_mask: true
  # normalize: true
dtype: bfloat16
```