| base_model: | |
| - TheDrummer/Cydonia-22B-v1.3 | |
| - anthracite-org/magnum-v4-22b | |
| 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 [DARE](https://arxiv.org/abs/2311.03099) [TIES](https://arxiv.org/abs/2306.01708) 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/Cydonia-22B-v1.3](https://huggingface.co/TheDrummer/Cydonia-22B-v1.3) | |
| ### Configuration | |
| The following YAML configuration was used to produce this model: | |
| ```yaml | |
| models: | |
| - model: anthracite-org/magnum-v4-22b | |
| parameters: | |
| weight: 0.7 # Magnum model gets 70% influence | |
| density: 0.85 # Retain 85% of weights in differences | |
| - model: TheDrummer/Cydonia-22B-v1.3 | |
| parameters: | |
| weight: 0.3 # Cydonia model gets 30% influence | |
| density: 0.85 # Retain 85% of weights in differences | |
| merge_method: dare_ties | |
| base_model: anthracite-org/magnum-v4-22b | |
| parameters: | |
| weight: 0.7 # Magnum model gets 70% influence | |
| density: 0.85 # Retain 85% of weights in differences | |
| dtype: bfloat16 | |
| ``` | |