README.md

---
license: apache-2.0
tags:
- merge
- mergekit
- Open-Orca/Mistral-7B-OpenOrca
- teknium/OpenHermes-2.5-Mistral-7B
---

# Orca-Hermes-7B-slerp

Orca-Hermes-7B-slerp is a merge of the following models using [mergekit](https://github.com/cg123/mergekit):
* [Open-Orca/Mistral-7B-OpenOrca](https://huggingface.co/Open-Orca/Mistral-7B-OpenOrca)
* [teknium/OpenHermes-2.5-Mistral-7B](https://huggingface.co/teknium/OpenHermes-2.5-Mistral-7B)

## 🧩 Configuration

```yaml
slices:
  - sources:
      - model: Open-Orca/Mistral-7B-OpenOrca
        layer_range: [0, 32]
      - model: teknium/OpenHermes-2.5-Mistral-7B
        layer_range: [0, 32]
merge_method: slerp
base_model: Open-Orca/Mistral-7B-OpenOrca
tokenizer_source: base
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

```