| base_model: | |
| - mpasila/PIPPA-Named-7B | |
| - Locutusque/SlimHercules-4.0-Mistral-7B-v0.2 | |
| - cognitivecomputations/dolphin-2.8-mistral-7b-v02 | |
| library_name: transformers | |
| tags: | |
| - mergekit | |
| - merge | |
| # coolmodel | |
| 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 [TIES](https://arxiv.org/abs/2306.01708) merge method using [mpasila/PIPPA-Named-7B](https://huggingface.co/mpasila/PIPPA-Named-7B) as a base. | |
| ### Models Merged | |
| The following models were included in the merge: | |
| * [Locutusque/SlimHercules-4.0-Mistral-7B-v0.2](https://huggingface.co/Locutusque/SlimHercules-4.0-Mistral-7B-v0.2) | |
| * [cognitivecomputations/dolphin-2.8-mistral-7b-v02](https://huggingface.co/cognitivecomputations/dolphin-2.8-mistral-7b-v02) | |
| ### Configuration | |
| The following YAML configuration was used to produce this model: | |
| ```yaml | |
| models: | |
| - model: cognitivecomputations/dolphin-2.8-mistral-7b-v02 | |
| parameters: | |
| density: [1, 0.7, 0.1] # density gradient | |
| weight: 1.0 | |
| - model: Locutusque/SlimHercules-4.0-Mistral-7B-v0.2 | |
| parameters: | |
| density: 0.5 | |
| weight: [0, 0.3, 0.7, 1] # weight gradient | |
| merge_method: ties | |
| base_model: mpasila/PIPPA-Named-7B | |
| parameters: | |
| normalize: true | |
| int8_mask: true | |
| dtype: bfloat16 | |
| ``` | |