| base_model: | |
| - princeton-nlp/gemma-2-9b-it-SimPO | |
| - google/gemma-2-9b-it | |
| - UCLA-AGI/Gemma-2-9B-It-SPPO-Iter3 | |
| - wzhouad/gemma-2-9b-it-WPO-HB | |
| - google/gemma-2-9b | |
| library_name: transformers | |
| tags: | |
| - mergekit | |
| - merge | |
| # merged_model | |
| 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 [DELLA](https://arxiv.org/abs/2406.11617) merge method using [google/gemma-2-9b](https://huggingface.co/google/gemma-2-9b) as a base. | |
| ### Models Merged | |
| The following models were included in the merge: | |
| * [princeton-nlp/gemma-2-9b-it-SimPO](https://huggingface.co/princeton-nlp/gemma-2-9b-it-SimPO) | |
| * [google/gemma-2-9b-it](https://huggingface.co/google/gemma-2-9b-it) | |
| * [UCLA-AGI/Gemma-2-9B-It-SPPO-Iter3](https://huggingface.co/UCLA-AGI/Gemma-2-9B-It-SPPO-Iter3) | |
| * [wzhouad/gemma-2-9b-it-WPO-HB](https://huggingface.co/wzhouad/gemma-2-9b-it-WPO-HB) | |
| ### Configuration | |
| The following YAML configuration was used to produce this model: | |
| ```yaml | |
| models: | |
| - model: google/gemma-2-9b | |
| - model: google/gemma-2-9b-it | |
| parameters: | |
| density: 1.0 | |
| weight: 0.6 | |
| - model: wzhouad/gemma-2-9b-it-WPO-HB | |
| parameters: | |
| density: 0.55 | |
| weight: 0.6 | |
| - model: princeton-nlp/gemma-2-9b-it-SimPO | |
| parameters: | |
| density: 0.35 | |
| weight: 0.6 | |
| - model: UCLA-AGI/Gemma-2-9B-It-SPPO-Iter3 | |
| parameters: | |
| density: 0.25 | |
| weight: 0.4 | |
| merge_method: della | |
| base_model: google/gemma-2-9b | |
| parameters: | |
| normalize: true | |
| int8_mask: true | |
| lambda: 1.0 | |
| epsilon: 0.1 | |
| dtype: float16 | |
| ``` | |