| | --- |
| | 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-Solar |
| | 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 |
| | ``` |
| |
|
