| base_model: | |
| - unsloth/gemma-2-9b-it | |
| - anthracite-org/magnum-v3-9b-customgemma2 | |
| - rtzr/ko-gemma-2-9b-it | |
| - flammenai/Mahou-1.3-gemma2-9B | |
| - AlicanKiraz0/SenecaLLM_x_gemma-2-9b-CyberSecurity | |
| 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 [TIES](https://arxiv.org/abs/2306.01708) merge method using [unsloth/gemma-2-9b-it](https://huggingface.co/unsloth/gemma-2-9b-it) as a base. | |
| ### Models Merged | |
| The following models were included in the merge: | |
| * [anthracite-org/magnum-v3-9b-customgemma2](https://huggingface.co/anthracite-org/magnum-v3-9b-customgemma2) | |
| * [rtzr/ko-gemma-2-9b-it](https://huggingface.co/rtzr/ko-gemma-2-9b-it) | |
| * [flammenai/Mahou-1.3-gemma2-9B](https://huggingface.co/flammenai/Mahou-1.3-gemma2-9B) | |
| * [AlicanKiraz0/SenecaLLM_x_gemma-2-9b-CyberSecurity](https://huggingface.co/AlicanKiraz0/SenecaLLM_x_gemma-2-9b-CyberSecurity) | |
| ### Configuration | |
| The following YAML configuration was used to produce this model: | |
| ```yaml | |
| base_model: unsloth/gemma-2-9b-it | |
| merge_method: ties | |
| slices: | |
| - sources: | |
| - model: unsloth/gemma-2-9b-it | |
| layer_range: [0, 42] | |
| parameters: | |
| density: 0.5 | |
| weight: 0.3 | |
| - model: rtzr/ko-gemma-2-9b-it | |
| layer_range: [0, 42] | |
| parameters: | |
| density: 0.45 | |
| weight: 0.4 | |
| - model: AlicanKiraz0/SenecaLLM_x_gemma-2-9b-CyberSecurity | |
| layer_range: [0, 42] | |
| parameters: | |
| density: 0.4 | |
| weight: 0.1 | |
| - model: anthracite-org/magnum-v3-9b-customgemma2 | |
| layer_range: [0, 42] | |
| parameters: | |
| density: 0.45 | |
| weight: 0.15 | |
| - model: flammenai/Mahou-1.3-gemma2-9B | |
| layer_range: [0, 42] | |
| parameters: | |
| density: 0.5 | |
| weight: 0.05 | |
| merge_mode: cat | |
| dtype: bfloat16 | |
| parameters: | |
| normalize: true | |
| int8_mask: true | |
| dtype: bfloat16 | |
| ``` | |