README.md

---
base_model:
- NousResearch/Nous-Hermes-2-Mistral-7B-DPO
- cognitivecomputations/samantha-1.1-westlake-7b-laser
library_name: transformers
tags:
- mergekit
- merge
license: cc
---

### Merge Method

This model was merged using the SLERP merge method.

### Models Merged

The following models were included in the merge:
* [NousResearch/Nous-Hermes-2-Mistral-7B-DPO](https://huggingface.co/NousResearch/Nous-Hermes-2-Mistral-7B-DPO)
* [cognitivecomputations/samantha-1.1-westlake-7b-laser](https://huggingface.co/cognitivecomputations/samantha-1.1-westlake-7b-laser)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
slices:
  - sources:
      - model: "NousResearch/Nous-Hermes-2-Mistral-7B-DPO"
        layer_range: [0, 32]
      - model: "cognitivecomputations/samantha-1.1-westlake-7b-laser"
        layer_range: [0, 32]
merge_method: slerp
base_model: "NousResearch/Nous-Hermes-2-Mistral-7B-DPO"
parameters:
  t:
    - filter: lm_head 
      value: [0.55]
    - filter: embed_tokens
      value: [0.7]
    - filter: self_attn
      value: [0.65, 0.35]
    - filter: mlp
      value:  [0.35, 0.65]
    - filter: layernorm
      value: [0.4, 0.6]
    - filter: modelnorm
      value: [0.6]
    - value: 0.5 # fallback for rest of tensors
dtype: bfloat16

```