| base_model: | |
| - shuttleai/shuttle-2.5-mini | |
| - mistralai/Mistral-Nemo-Base-2407 | |
| - Undi95/LocalC-12B-e2.0 | |
| library_name: transformers | |
| tags: | |
| - mergekit | |
| - merge | |
| # merged | |
| 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 [Model Stock](https://arxiv.org/abs/2403.19522) merge method using [mistralai/Mistral-Nemo-Base-2407](https://huggingface.co/mistralai/Mistral-Nemo-Base-2407) as a base. | |
| ### Models Merged | |
| The following models were included in the merge: | |
| * [shuttleai/shuttle-2.5-mini](https://huggingface.co/shuttleai/shuttle-2.5-mini) | |
| * [Undi95/LocalC-12B-e2.0](https://huggingface.co/Undi95/LocalC-12B-e2.0) | |
| ### Configuration | |
| The following YAML configuration was used to produce this model: | |
| ```yaml | |
| base_model: mistralai/Mistral-Nemo-Base-2407 | |
| dtype: bfloat16 | |
| merge_method: model_stock | |
| slices: | |
| - sources: | |
| - layer_range: [0, 40] | |
| model: mistralai/Mistral-Nemo-Base-2407 | |
| - layer_range: [0, 40] | |
| model: Undi95/LocalC-12B-e2.0 | |
| - layer_range: [0, 40] | |
| model: shuttleai/shuttle-2.5-mini | |
| ``` | |