README.md

---
base_model:
- NickyNicky/TinyDolphin-2.8-1.1b_oasst2_chatML_Cluster_1_V1
- NickyNicky/TinyDolphin-2.8-1.1b_oasst2_chatML_Cluster_3_V1
- NickyNicky/TinyDolphin-2.8-1.1b_oasst2_chatML_Cluster_2_V1
tags:
- mergekit
- merge

---
# merged

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 [DARE](https://arxiv.org/abs/2311.03099) [TIES](https://arxiv.org/abs/2306.01708) merge method using [NickyNicky/TinyDolphin-2.8-1.1b_oasst2_chatML_Cluster_1_V1](https://huggingface.co/NickyNicky/TinyDolphin-2.8-1.1b_oasst2_chatML_Cluster_1_V1) as a base.

### Models Merged

The following models were included in the merge:
* [NickyNicky/TinyDolphin-2.8-1.1b_oasst2_chatML_Cluster_3_V1](https://huggingface.co/NickyNicky/TinyDolphin-2.8-1.1b_oasst2_chatML_Cluster_3_V1)
* [NickyNicky/TinyDolphin-2.8-1.1b_oasst2_chatML_Cluster_2_V1](https://huggingface.co/NickyNicky/TinyDolphin-2.8-1.1b_oasst2_chatML_Cluster_2_V1)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
base_model:
  model:
    path: NickyNicky/TinyDolphin-2.8-1.1b_oasst2_chatML_Cluster_1_V1
dtype: bfloat16
merge_method: dare_ties
slices:
- sources:
  - layer_range: [0, 22]
    model:
      model:
        path: NickyNicky/TinyDolphin-2.8-1.1b_oasst2_chatML_Cluster_1_V1
  - layer_range: [0, 22]
    model:
      model:
        path: NickyNicky/TinyDolphin-2.8-1.1b_oasst2_chatML_Cluster_1_V1
    parameters:
      density: 0.55
      weight: 0.55
  - layer_range: [0, 22]
    model:
      model:
        path: NickyNicky/TinyDolphin-2.8-1.1b_oasst2_chatML_Cluster_2_V1
    parameters:
      density: 0.55
      weight: 0.56
  - layer_range: [0, 22]
    model:
      model:
        path: NickyNicky/TinyDolphin-2.8-1.1b_oasst2_chatML_Cluster_3_V1
    parameters:
      density: 0.55
      weight: 0.56
```