| base_model: | |
| - unsloth/gemma-2-9b-it | |
| 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 passthrough merge method. | |
| ### Models Merged | |
| The following models were included in the merge: | |
| * [unsloth/gemma-2-9b-it](https://huggingface.co/unsloth/gemma-2-9b-it) | |
| ### Configuration | |
| The following YAML configuration was used to produce this model: | |
| ```yaml | |
| slices: | |
| - sources: | |
| - model: unsloth/gemma-2-9b-it | |
| layer_range: [0, 24] | |
| - sources: # add middle layers with residuals scaled to zero | |
| - model: unsloth/gemma-2-9b-it | |
| layer_range: [8, 24] | |
| parameters: | |
| scale: | |
| - filter: o_proj | |
| value: 0.0 | |
| - filter: down_proj | |
| value: 0.0 | |
| - value: 1.0 | |
| - sources: # add middle layers with residuals scaled to zero | |
| - model: unsloth/gemma-2-9b-it | |
| layer_range: [8, 28] | |
| parameters: | |
| scale: | |
| - filter: o_proj | |
| value: 0.0 | |
| - filter: down_proj | |
| value: 0.0 | |
| - value: 1.0 | |
| - sources: | |
| - model: unsloth/gemma-2-9b-it | |
| layer_range: [24, 28] | |
| merge_method: passthrough | |
| dtype: bfloat16 | |
| ``` | |