| base_model: | |
| - nbeerbower/Lyra4-Gutenberg-12B | |
| - MarinaraSpaghetti/NemoMix-Unleashed-12B | |
| - anthracite-org/magnum-v4-12b | |
| - 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 [TheDrummer/Rocinante-12B-v1.1](https://huggingface.co/TheDrummer/Rocinante-12B-v1.1) as a base. | |
| ### Models Merged | |
| The following models were included in the merge: | |
| * [nbeerbower/Lyra4-Gutenberg-12B](https://huggingface.co/nbeerbower/Lyra4-Gutenberg-12B) | |
| * [MarinaraSpaghetti/NemoMix-Unleashed-12B](https://huggingface.co/MarinaraSpaghetti/NemoMix-Unleashed-12B) | |
| * [anthracite-org/magnum-v4-12b](https://huggingface.co/anthracite-org/magnum-v4-12b) | |
| ### Configuration | |
| The following YAML configuration was used to produce this model: | |
| ```yaml | |
| base_model: TheDrummer/Rocinante-12B-v1.1 | |
| dtype: bfloat16 | |
| merge_method: della_linear | |
| parameters: | |
| epsilon: 0.05 | |
| int8_mask: 1.0 | |
| lambda: 0.8 | |
| slices: | |
| - sources: | |
| - layer_range: [0, 40] | |
| model: anthracite-org/magnum-v4-12b | |
| parameters: | |
| density: 0.7 | |
| weight: 0.25 | |
| - layer_range: [0, 40] | |
| model: nbeerbower/Lyra4-Gutenberg-12B | |
| parameters: | |
| density: 0.6 | |
| weight: 0.2 | |
| - layer_range: [0, 40] | |
| model: MarinaraSpaghetti/NemoMix-Unleashed-12B | |
| parameters: | |
| density: 0.4 | |
| weight: 0.15 | |
| - layer_range: [0, 40] | |
| model: TheDrummer/Rocinante-12B-v1.1 | |
| parameters: | |
| density: 0.5 | |
| weight: 0.4 | |
| ``` | |