---
license: apache-2.0
tags:
- merge
- mergekit
- lazymergekit
- berkeley-nest/Starling-LM-7B-alpha
- mistralai/Mistral-7B-Instruct-v0.2
base_model:
- berkeley-nest/Starling-LM-7B-alpha
- mistralai/Mistral-7B-Instruct-v0.2
---

# StarMix-7B-slerp

StarMix-7B-slerp is a merge of the following models using [mergekit](https://github.com/cg123/mergekit):
* [berkeley-nest/Starling-LM-7B-alpha](https://huggingface.co/berkeley-nest/Starling-LM-7B-alpha)
* [mistralai/Mistral-7B-Instruct-v0.2](https://huggingface.co/mistralai/Mistral-7B-Instruct-v0.2)

## 🧩 Configuration

```yaml
slices:
  - sources:
      - model: berkeley-nest/Starling-LM-7B-alpha
        layer_range: [0, 32]
      - model: mistralai/Mistral-7B-Instruct-v0.2
        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

```