| base_model: | |
| - anthracite-org/magnum-v4-22b | |
| - TheDrummer/UnslopSmall-22B-v1 | |
| - TheDrummer/Cydonia-22B-v1.2 | |
| 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 [task arithmetic](https://arxiv.org/abs/2212.04089) merge method using [anthracite-org/magnum-v4-22b](https://huggingface.co/anthracite-org/magnum-v4-22b) as a base. | |
| ### Models Merged | |
| The following models were included in the merge: | |
| * [TheDrummer/UnslopSmall-22B-v1](https://huggingface.co/TheDrummer/UnslopSmall-22B-v1) | |
| * [TheDrummer/Cydonia-22B-v1.2](https://huggingface.co/TheDrummer/Cydonia-22B-v1.2) | |
| ### Configuration | |
| The following YAML configuration was used to produce this model: | |
| ```yaml | |
| base_model: anthracite-org/magnum-v4-22b | |
| slices: | |
| - sources: | |
| - model: anthracite-org/magnum-v4-22b | |
| layer_range: [0,32] | |
| - model: TheDrummer/Cydonia-22B-v1.2 | |
| layer_range: [0,32] | |
| parameters: | |
| weight: 0.2 | |
| - model: TheDrummer/UnslopSmall-22B-v1 | |
| layer_range: [0,32] | |
| parameters: | |
| weight: 0.04 | |
| merge_method: task_arithmetic | |
| dtype: bfloat16 | |
| ``` | |