README.md

---
tags:
- merge
- mergekit
- lazymergekit
- senseable/Westlake-7B-v2
- decruz07/kellemar-DPO-Orca-Distilled-7B-SLERP
- mlabonne/NeuralMarcoro14-7B
base_model:
- senseable/Westlake-7B-v2
- decruz07/kellemar-DPO-Orca-Distilled-7B-SLERP
- mlabonne/NeuralMarcoro14-7B
license: apache-2.0
---

# WestOrcaNeuralMarco-DPO-v2-DARETIES-7B

WestOrcaNeuralMarco-DPO-v2-DARETIES-7B is a merge of the following models using [LazyMergekit](https://colab.research.google.com/drive/1obulZ1ROXHjYLn6PPZJwRR6GzgQogxxb?usp=sharing):
* [senseable/Westlake-7B-v2](https://huggingface.co/senseable/Westlake-7B-v2)
* [decruz07/kellemar-DPO-Orca-Distilled-7B-SLERP](https://huggingface.co/decruz07/kellemar-DPO-Orca-Distilled-7B-SLERP)
* [mlabonne/NeuralMarcoro14-7B](https://huggingface.co/mlabonne/NeuralMarcoro14-7B)

## 🧩 Configuration

```yaml
models:
  - model: mistralai/Mistral-7B-v0.1
    # No parameters necessary for base model
  - model: senseable/Westlake-7B-v2
    parameters:
      density: 0.73
      weight: 0.4
  - model: decruz07/kellemar-DPO-Orca-Distilled-7B-SLERP
    parameters:
      density: 0.55
      weight: 0.3
  - model: mlabonne/NeuralMarcoro14-7B  
    parameters:
      density: 0.45
      weight: 0.3  
merge_method: dare_ties
base_model: mistralai/Mistral-7B-v0.1
parameters:
  int8_mask: true
dtype: bfloat16

```

Credit to Maxime Labonne and his excellent blog [https://mlabonne.github.io/blog/](https://mlabonne.github.io/blog/).