transformers safetensors mistral text-generation mergekit merge conversational nl en base_model:Rijgersberg/GEITje-7B-chat-v2 base_model:Open-Orca/Mistral-7B-OpenOrca autotrain_compatible endpoints_compatible text-generation-inference region:us
---
base_model:
- Rijgersberg/GEITje-7B-chat-v2
- Open-Orca/Mistral-7B-OpenOrca
tags:
- mergekit
- merge
language:
- nl
- en
---
# notes
Dutch capabilities are not as good as jvh/Mistral-Orca-GEITje. The difference is the base model for the merge.

# merge

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:
* [Rijgersberg/GEITje-7B-chat-v2](https://huggingface.co/Rijgersberg/GEITje-7B-chat-v2)
* [Open-Orca/Mistral-7B-OpenOrca](https://huggingface.co/Open-Orca/Mistral-7B-OpenOrca)

### Configuration

The following YAML configuration was used to produce this model:

```yaml

slices:
  - sources:
      - model: Rijgersberg/GEITje-7B-chat-v2
        layer_range: [0, 32]
      - model: Open-Orca/Mistral-7B-OpenOrca
        layer_range: [0, 32]
merge_method: slerp
base_model: Open-Orca/Mistral-7B-OpenOrca
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

```