| base_model: | |
| - udkai/Turdus | |
| - Open-Orca/Mistral-7B-OpenOrca | |
| - mlabonne/NeuralBeagle14-7B | |
| tags: | |
| - mergekit | |
| - merge | |
| # merge | |
| 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 [linear](https://arxiv.org/abs/2203.05482) merge method. | |
| ### Models Merged | |
| The following models were included in the merge: | |
| * [udkai/Turdus](https://huggingface.co/udkai/Turdus) | |
| * [Open-Orca/Mistral-7B-OpenOrca](https://huggingface.co/Open-Orca/Mistral-7B-OpenOrca) | |
| * [mlabonne/NeuralBeagle14-7B](https://huggingface.co/mlabonne/NeuralBeagle14-7B) | |
| ### Configuration | |
| The following YAML configuration was used to produce this model: | |
| ```yaml | |
| models: | |
| - model: mlabonne/NeuralBeagle14-7B | |
| parameters: | |
| weight: 0.55 | |
| - model: udkai/Turdus | |
| parameters: | |
| weight: 0.15 | |
| - model: Open-Orca/Mistral-7B-OpenOrca | |
| parameters: | |
| weight: 0.3 | |
| merge_method: linear | |
| dtype: float16 | |
| # slices: | |
| # - sources: | |
| # - model: Open-Orca/Mistral-7B-OpenOrca | |
| # layer_range: [0, 32] | |
| # - model: mlabonne/NeuralBeagle14-7B | |
| # layer_range: [0, 32] | |
| # merge_method: slerp | |
| # base_model: Open-Orca/Mistral-7B-OpenOrca | |
| # parameters: | |
| # t: | |
| # - filter: self_attn | |
| # value: [0, 0.5, 0.3, 0.7, 1] | |
| # - filter: mlp | |
| # value: [1, 0.5, 0.7, 0.3, 0] | |
| # - value: 0.5 | |
| # dtype: bfloat16 | |
| ``` | |