| base_model: [] | |
| library_name: transformers | |
| tags: | |
| - mergekit | |
| - merge | |
| # final_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 ./storage3/input_models/Mistral-7B-v0.1_8133861 as a base. | |
| ### Models Merged | |
| The following models were included in the merge: | |
| * ./storage3/input_models/WizardMath-7B-V1.1_2027605156 | |
| * ./storage3/input_models/shisa-gamma-7b-v1_4025154171 | |
| * ./storage3/input_models/Abel-7B-002_121690448 | |
| ### Configuration | |
| The following YAML configuration was used to produce this model: | |
| ```yaml | |
| base_model: ./storage3/input_models/Mistral-7B-v0.1_8133861 | |
| dtype: bfloat16 | |
| merge_method: dare_ties | |
| parameters: | |
| int8_mask: 1.0 | |
| normalize: 1.0 | |
| slices: | |
| - sources: | |
| - layer_range: [0, 32] | |
| model: ./storage3/input_models/shisa-gamma-7b-v1_4025154171 | |
| parameters: | |
| density: 1.0 | |
| weight: -0.0378726672672588 | |
| - layer_range: [0, 32] | |
| model: ./storage3/input_models/WizardMath-7B-V1.1_2027605156 | |
| parameters: | |
| density: 0.7433311818361178 | |
| weight: 1.5192904356611323 | |
| - layer_range: [0, 32] | |
| model: ./storage3/input_models/Abel-7B-002_121690448 | |
| parameters: | |
| density: 0.47833652897680473 | |
| weight: 1.0403117323704718 | |
| - layer_range: [0, 32] | |
| model: ./storage3/input_models/Mistral-7B-v0.1_8133861 | |
| ``` | |