| --- |
| base_model: |
| - intervitens/mini-magnum-12b-v1.1 |
| - grimjim/mistralai-Mistral-Nemo-Instruct-2407 |
| - Gryphe/Pantheon-RP-1.6.1-12b-Nemo |
| - anthracite-org/magnum-v4-12b |
| - anthracite-org/magnum-v2.5-12b-kto |
| - TheDrummer/Rocinante-12B-v1.1 |
| library_name: transformers |
| tags: |
| - mergekit |
| - 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 della_linear merge method using [grimjim/mistralai-Mistral-Nemo-Instruct-2407](https://huggingface.co/grimjim/mistralai-Mistral-Nemo-Instruct-2407) as a base. |
| |
| ### Models Merged |
| |
| The following models were included in the merge: |
| * [intervitens/mini-magnum-12b-v1.1](https://huggingface.co/intervitens/mini-magnum-12b-v1.1) |
| * [Gryphe/Pantheon-RP-1.6.1-12b-Nemo](https://huggingface.co/Gryphe/Pantheon-RP-1.6.1-12b-Nemo) |
| * [anthracite-org/magnum-v4-12b](https://huggingface.co/anthracite-org/magnum-v4-12b) |
| * [anthracite-org/magnum-v2.5-12b-kto](https://huggingface.co/anthracite-org/magnum-v2.5-12b-kto) |
| * [TheDrummer/Rocinante-12B-v1.1](https://huggingface.co/TheDrummer/Rocinante-12B-v1.1) |
| |
| ### Configuration |
| |
| The following YAML configuration was used to produce this model: |
| |
| ```yaml |
| models: |
| - model: Gryphe/Pantheon-RP-1.6.1-12b-Nemo |
| parameters: |
| weight: 0.35 |
| density: 0.9 |
| - model: TheDrummer/Rocinante-12B-v1.1 |
| parameters: |
| weight: 0.25 |
| density: 0.8 |
| - model: anthracite-org/magnum-v4-12b |
| parameters: |
| weight: 0.15 |
| density: 0.7 |
| - model: intervitens/mini-magnum-12b-v1.1 |
| parameters: |
| weight: 0.15 |
| density: 0.6 |
| - model: anthracite-org/magnum-v2.5-12b-kto |
| parameters: |
| weight: 0.10 |
| density: 0.5 |
| merge_method: della_linear |
| base_model: grimjim/mistralai-Mistral-Nemo-Instruct-2407 |
| parameters: |
| epsilon: 0.01 |
| lambda: 0.8 |
| dtype: bfloat16 |
| tokenizer_source: base |
| ``` |
| |
