| | --- |
| | base_model: |
| | - cognitivecomputations/dolphin-2.9.4-gemma2-2b |
| | - google/gemma-2-2b |
| | library_name: transformers |
| | tags: |
| | - mergekit |
| | - merge |
| | license: apache-2.0 |
| | --- |
| | # my-output |
| |
|
| | 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: |
| | * [cognitivecomputations/dolphin-2.9.4-gemma2-2b](https://huggingface.co/cognitivecomputations/dolphin-2.9.4-gemma2-2b) |
| | * [google/gemma-2-2b](https://huggingface.co/google/gemma-2-2b) |
| |
|
| | ### Configuration |
| |
|
| | The following YAML configuration was used to produce this model: |
| |
|
| | ```yaml |
| | |
| | slices: |
| | - sources: |
| | - model: cognitivecomputations/dolphin-2.9.4-gemma2-2b |
| | layer_range: [0, 26] |
| | - model: google/gemma-2-2b |
| | layer_range: [0, 26] |
| | merge_method: slerp |
| | base_model: google/gemma-2-2b |
| | parameters: |
| | t: |
| | - filter: self_attn |
| | value: [0, 0.25, 0.5, 0.75, 1] |
| | - filter: mlp |
| | value: [1, 0.75, 0.5, 0.25, 0] |
| | - value: 0.5 |
| | dtype: bfloat16 |
| | |
| | |
| | ``` |
