| base_model: | |
| - TroyDoesAI/Mermaid-22B | |
| - TroyDoesAI/BlackSheep-Mistral-22B | |
| library_name: transformers | |
| tags: | |
| - mergekit | |
| - merge | |
| # MermaidMistral-22B | |
| 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 SLERP merge method. | |
| ### Models Merged | |
| The following models were included in the merge: | |
| * [TroyDoesAI/Mermaid-22B](https://huggingface.co/TroyDoesAI/Mermaid-22B) | |
| * [TroyDoesAI/BlackSheep-Mistral-22B](https://huggingface.co/TroyDoesAI/BlackSheep-Mistral-22B) | |
| ### Configuration | |
| The following YAML configuration was used to produce this model: | |
| ```yaml | |
| slices: | |
| - sources: | |
| - model: TroyDoesAI/BlackSheep-Mistral-22B | |
| layer_range: [0, 56] | |
| - model: TroyDoesAI/Mermaid-22B | |
| layer_range: [0, 56] | |
| # or, the equivalent models: syntax: | |
| # models: | |
| # - model: psmathur/orca_mini_v3_13b | |
| # - model: garage-bAInd/Platypus2-13B | |
| merge_method: slerp | |
| base_model: TroyDoesAI/BlackSheep-Mistral-22B | |
| 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 # fallback for rest of tensors | |
| dtype: bfloat16 | |
| ``` | |