| base_model: | |
| - IntervitensInc/Mistral-Nemo-Base-2407-chatml | |
| library_name: transformers | |
| tags: | |
| - mergekit | |
| - merge | |
| # magmell-r1g | |
| 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 [IntervitensInc/Mistral-Nemo-Base-2407-chatml](https://huggingface.co/IntervitensInc/Mistral-Nemo-Base-2407-chatml) as a base. | |
| ### Models Merged | |
| The following models were included in the merge: | |
| * /workspace/models/magmell-r1/monk | |
| * /workspace/models/magmell-r1/hero | |
| * /workspace/models/magmell-r1/deity | |
| ### Configuration | |
| The following YAML configuration was used to produce this model: | |
| ```yaml | |
| base_model: IntervitensInc/Mistral-Nemo-Base-2407-chatml | |
| merge_method: dare_ties | |
| slices: | |
| - sources: | |
| - layer_range: [0, 40] | |
| model: /workspace/models/magmell-r1/monk | |
| parameters: | |
| density: 0.7 | |
| weight: 0.5 | |
| - layer_range: [0, 40] | |
| model: /workspace/models/magmell-r1/hero | |
| parameters: | |
| density: 0.9 | |
| weight: 1.0 | |
| - layer_range: [0, 40] | |
| model: /workspace/models/magmell-r1/deity | |
| parameters: | |
| density: 0.5 | |
| weight: 0.7 | |
| - layer_range: [0, 40] | |
| model: IntervitensInc/Mistral-Nemo-Base-2407-chatml | |
| tokenizer_source: base | |
| ``` | |