transformers safetensors mistral text-generation mergekit merge conversational base_model:teknium/OpenHermes-2-Mistral-7B base_model:Project44/BioMistral-7B-0.1-PubMed-V2 autotrain_compatible endpoints_compatible text-generation-inference region:us
---
base_model:
- teknium/OpenHermes-2-Mistral-7B
- Project44/BioMistral-7B-0.1-PubMed-V2
library_name: transformers
tags:
- mergekit
- merge

---
# BioMistral-7B-OpenHermes-slerp

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:
* [teknium/OpenHermes-2-Mistral-7B](https://huggingface.co/teknium/OpenHermes-2-Mistral-7B)
* [Project44/BioMistral-7B-0.1-PubMed-V2](https://huggingface.co/Project44/BioMistral-7B-0.1-PubMed-V2)

### Configuration

The following YAML configuration was used to produce this model:

```yaml

slices:
  - sources:
      - model: teknium/OpenHermes-2-Mistral-7B
        layer_range: [0, 32]
      - model: Project44/BioMistral-7B-0.1-PubMed-V2
        layer_range: [0, 32]
merge_method: slerp
base_model: teknium/OpenHermes-2-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

```
