---
base_model:
- TroyDoesAI/Mermaid-Solar
- TroyDoesAI/Mermaid_PythonCoder
library_name: transformers
tags:
- mergekit
- merge

---
# Mermaid-10.7b

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:
* [TroyDoesAI/Mermaid-Solar](https://huggingface.co/TroyDoesAI/Mermaid-Solar)
* [TroyDoesAI/Mermaid_PythonCoder](https://huggingface.co/TroyDoesAI/Mermaid_PythonCoder)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
slices:
  - sources:
      - model: TroyDoesAI/Mermaid-Solar
        layer_range: [0, 48]
      - model: TroyDoesAI/Mermaid_PythonCoder
        layer_range: [0, 48]

merge_method: slerp
base_model: TroyDoesAI/Mermaid_PythonCoder
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 # fallback for rest of tensors
dtype: float16
```