README.md

---
license: apache-2.0
tags:
- merge
- mergekit
- mistralai/Mistral-7B-Instruct-v0.2
- Open-Orca/Mistral-7B-OpenOrca
---

# Mistral-Instruct-Orca-Slerp

Mistral-Instruct-Orca-Slerp is a merge of the following models using [mergekit](https://github.com/cg123/mergekit):
* [mistralai/Mistral-7B-Instruct-v0.2](https://huggingface.co/mistralai/Mistral-7B-Instruct-v0.2)
* [Open-Orca/Mistral-7B-OpenOrca](https://huggingface.co/Open-Orca/Mistral-7B-OpenOrca)

## 🧩 Configuration

```yaml
  slices:
    - sources:
        - model: mistralai/Mistral-7B-Instruct-v0.2
          layer_range: [0, 32]
        - model: Open-Orca/Mistral-7B-OpenOrca
          layer_range: [0, 32]
  merge_method: slerp
  base_model: mistralai/Mistral-7B-Instruct-v0.2
  parameters:
    t:
      - filter: self_attn
        value: [0, 0.5, 0.3, 0.7, 1]
      - filter: mlp
        value: [1, 0.5, 0.7, 0.3, 0]
      - value: 0.5
  dtype: bfloat16


```