| base_model: | |
| - cognitivecomputations/dolphin-2.2.1-mistral-7b | |
| - l3utterfly/mistral-7b-v0.1-layla-v4-chatml | |
| library_name: transformers | |
| tags: | |
| - mergekit | |
| - merge | |
| # merged | |
| 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 task_swapping merge method using /content/mergekit/test as a base. | |
| ### Models Merged | |
| The following models were included in the merge: | |
| * [cognitivecomputations/dolphin-2.2.1-mistral-7b](https://huggingface.co/cognitivecomputations/dolphin-2.2.1-mistral-7b) | |
| * /content/mergekit/tri | |
| * [l3utterfly/mistral-7b-v0.1-layla-v4-chatml](https://huggingface.co/l3utterfly/mistral-7b-v0.1-layla-v4-chatml) | |
| ### Configuration | |
| The following YAML configuration was used to produce this model: | |
| ```yaml | |
| base_model: | |
| model: | |
| path: /content/mergekit/test | |
| dtype: bfloat16 | |
| merge_method: task_swapping | |
| slices: | |
| - sources: | |
| - layer_range: [0, 32] | |
| model: | |
| model: | |
| path: l3utterfly/mistral-7b-v0.1-layla-v4-chatml | |
| parameters: | |
| diagonal_offset: 4.0 | |
| random_mask: 0.1 | |
| random_mask_seed: 1956557.0 | |
| weight: 0.4 | |
| - layer_range: [0, 32] | |
| model: | |
| model: | |
| path: cognitivecomputations/dolphin-2.2.1-mistral-7b | |
| parameters: | |
| diagonal_offset: 4.0 | |
| random_mask: 0.1 | |
| random_mask_seed: 18019.0 | |
| weight: 0.333 | |
| - layer_range: [0, 32] | |
| model: | |
| model: | |
| path: /content/mergekit/tri | |
| parameters: | |
| diagonal_offset: 4.0 | |
| random_mask: 0.05 | |
| random_mask_seed: 666666.0 | |
| weight: 0.5 | |
| - layer_range: [0, 32] | |
| model: | |
| model: | |
| path: /content/mergekit/test | |
| ``` | |