| base_model: | |
| - inflatebot/MN-12B-Mag-Mell-R1 | |
| - grimjim/Magnolia-v3-12B | |
| library_name: transformers | |
| tags: | |
| - mergekit | |
| - merge | |
| pipeline_tag: text-generation | |
| # Magnolia-Mell-v1-12B | |
| This is a merge of pre-trained language models created using [mergekit](https://github.com/cg123/mergekit). | |
| An asymmetric gradient SLERP was used to lightly apply MN-12B-Mag-Mell-R1 to Magnolia-v3-12B. | |
| Tested for narrative text completion with temperature=1.0 and minP=0.02. Coherence is fairly high, though there may be occasional slips. | |
| ## Merge Details | |
| ### Merge Method | |
| This model was merged using the [SLERP](https://en.wikipedia.org/wiki/Slerp) merge method. | |
| ### Models Merged | |
| The following models were included in the merge: | |
| * [inflatebot/MN-12B-Mag-Mell-R1](https://huggingface.co/inflatebot/MN-12B-Mag-Mell-R1) | |
| * [grimjim/Magnolia-v3-12B](https://huggingface.co/grimjim/Magnolia-v3-12B) | |
| ### Configuration | |
| The following YAML configuration was used to produce this model: | |
| ```yaml | |
| base_model: grimjim/Magnolia-v3-12B | |
| dtype: bfloat16 | |
| merge_method: slerp | |
| slices: | |
| - sources: | |
| - model: grimjim/Magnolia-v3-12B | |
| layer_range: [0,40] | |
| - model: inflatebot/MN-12B-Mag-Mell-R1 | |
| layer_range: [0,40] | |
| parameters: | |
| t: | |
| - filter: self_attn | |
| value: [0.0,0.09] | |
| - filter: mlp | |
| value: [0.09,0.0] | |
| - value: [0.0,0.09] | |
| ``` | |