| base_model: [] | |
| library_name: transformers | |
| tags: | |
| - mergekit | |
| - merge | |
| # humanity | |
| 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 linear [DARE](https://arxiv.org/abs/2311.03099) merge method using merge/humanity.b as a base. | |
| ### Models Merged | |
| The following models were included in the merge: | |
| * merge/humanity.a | |
| ### Configuration | |
| The following YAML configuration was used to produce this model: | |
| ```yaml | |
| base_model: merge/humanity.b | |
| dtype: float32 | |
| merge_method: dare_linear | |
| out_dtype: bfloat16 | |
| parameters: | |
| int8_mask: 1.0 | |
| normalize: 0.0 | |
| slices: | |
| - sources: | |
| - layer_range: [0, 32] | |
| model: merge/humanity.b | |
| parameters: | |
| weight: 0.5 | |
| - layer_range: [0, 32] | |
| model: merge/humanity.a | |
| parameters: | |
| weight: 0.6 | |
| tokenizer_source: base | |
| ``` | |