---
base_model:
- NousResearch/Hermes-2-Pro-Mistral-7B
- Open-Orca/Mistral-7B-OpenOrca
library_name: transformers
license: apache-2.0
tags:
- mergekit
- merge

---
# model_hermorca

This is a merge of pre-trained language models created using [mergekit](https://github.com/cg123/mergekit).

## Merge Details
### Merge Method

This model was merged using the SLERP merge method.

### Models Merged

The following models were included in the merge:
* [NousResearch/Hermes-2-Pro-Mistral-7B](https://huggingface.co/NousResearch/Hermes-2-Pro-Mistral-7B)
* [Open-Orca/Mistral-7B-OpenOrca](https://huggingface.co/Open-Orca/Mistral-7B-OpenOrca)

### OpenLLM Leaderboards
1 - Hermes / 2 - OpenOrca
![image/png](https://cdn-uploads.huggingface.co/production/uploads/65f28d01d83aee7a648a0403/W9ikLtYiFzsz9-t81KfTH.png)

### Configuration

The following YAML configuration was used to produce this model:

```yaml

slices:
  - sources:
      - model: NousResearch/Hermes-2-Pro-Mistral-7B
        layer_range: [0, 32]
      - model: Open-Orca/Mistral-7B-OpenOrca
        layer_range: [0, 32]
merge_method: slerp
base_model: NousResearch/Hermes-2-Pro-Mistral-7B
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

```