README.md

---
license: apache-2.0
tags:
- merge
- mergekit
- lazymergekit
- mlabonne/NeuralHermes-2.5-Mistral-7B
- mistralai/Mistral-7B-Instruct-v0.2
---

# NeuralHermes-Mistral-7B-slerp

NeuralHermes-Mistral-7B-slerp is a merge of the following models using [mergekit](https://github.com/cg123/mergekit):
* [mlabonne/NeuralHermes-2.5-Mistral-7B](https://huggingface.co/mlabonne/NeuralHermes-2.5-Mistral-7B)
* [mistralai/Mistral-7B-Instruct-v0.2](https://huggingface.co/mistralai/Mistral-7B-Instruct-v0.2)

## 🧩 Configuration

```yaml
slices:
  - sources:
      - model: mlabonne/NeuralHermes-2.5-Mistral-7B
        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

```