| base_model: | |
| - Delta-Vector/HollandV2R1 | |
| - anthracite-org/magnum-v2-4b | |
| - Delta-Vector/Holland-4B-V1 | |
| - IntervitensInc/intv-mimi-sus | |
| 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 [Delta-Vector/Holland-4B-V1](https://huggingface.co/Delta-Vector/Holland-4B-V1) as a base. | |
| ### Models Merged | |
| The following models were included in the merge: | |
| * [Delta-Vector/HollandV2R1](https://huggingface.co/Delta-Vector/HollandV2R1) | |
| * [anthracite-org/magnum-v2-4b](https://huggingface.co/anthracite-org/magnum-v2-4b) | |
| * [IntervitensInc/intv-mimi-sus](https://huggingface.co/IntervitensInc/intv-mimi-sus) | |
| ### Configuration | |
| The following YAML configuration was used to produce this model: | |
| ```yaml | |
| base_model: Delta-Vector/Holland-4B-V1 | |
| dtype: bfloat16 | |
| merge_method: task_arithmetic | |
| parameters: | |
| normalize: true | |
| slices: | |
| - sources: | |
| - layer_range: [0, 32] | |
| model: Delta-Vector/Holland-4B-V1 | |
| - layer_range: [0, 32] | |
| model: Delta-Vector/HollandV2R1 | |
| parameters: | |
| weight: 0.30 | |
| - layer_range: [0, 32] | |
| model: IntervitensInc/intv-mimi-sus | |
| parameters: | |
| weight: 0.30 | |
| - layer_range: [0, 32] | |
| model: anthracite-org/magnum-v2-4b | |
| parameters: | |
| weight: 0.40 | |
| ``` | |