| base_model: | |
| - crestf411/MN-Slush | |
| - inflatebot/MN-12B-Mag-Mell-R1 | |
| - SicariusSicariiStuff/Impish_Nemo_12B | |
| - Vortex5/MoonMega-12B | |
| 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 [SCE](https://arxiv.org/abs/2408.07990) merge method using [inflatebot/MN-12B-Mag-Mell-R1](https://huggingface.co/inflatebot/MN-12B-Mag-Mell-R1) as a base. | |
| ### Models Merged | |
| The following models were included in the merge: | |
| * [crestf411/MN-Slush](https://huggingface.co/crestf411/MN-Slush) | |
| * [SicariusSicariiStuff/Impish_Nemo_12B](https://huggingface.co/SicariusSicariiStuff/Impish_Nemo_12B) | |
| * [Vortex5/MoonMega-12B](https://huggingface.co/Vortex5/MoonMega-12B) | |
| ### Configuration | |
| The following YAML configuration was used to produce this model: | |
| ```yaml | |
| merge_method: sce | |
| dtype: bfloat16 | |
| base_model: inflatebot/MN-12B-Mag-Mell-R1 | |
| models: | |
| - model: crestf411/MN-Slush | |
| parameters: | |
| weight: 0.40 | |
| - model: SicariusSicariiStuff/Impish_Nemo_12B | |
| parameters: | |
| weight: 0.33 | |
| - model: Vortex5/MoonMega-12B | |
| parameters: | |
| weight: 0.25 | |
| parameters: | |
| select_topk: 0.65 | |
| normalize: true | |
| tokenizer: | |
| source: union | |
| ``` | |