| --- |
| pipeline_tag: text-generation |
| base_model: |
| - mistralai/Mistral-7B-v0.1 |
| - WizardLM/WizardMath-7B-V1.1 |
| - akjindal53244/Mistral-7B-v0.1-Open-Platypus |
| - Open-Orca/Mistral-7B-OpenOrca |
| library_name: transformers |
| tags: |
| - mergekit |
| - merge |
| license: cc-by-4.0 |
| --- |
| # Moko-Sample |
|
|
| 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 sample_ties merge method using [mistralai/Mistral-7B-v0.1](https://huggingface.co/mistralai/Mistral-7B-v0.1) as a base. |
| |
| ### Models Merged |
| |
| The following models were included in the merge: |
| * [WizardLM/WizardMath-7B-V1.1](https://huggingface.co/WizardLM/WizardMath-7B-V1.1) |
| * [akjindal53244/Mistral-7B-v0.1-Open-Platypus](https://huggingface.co/akjindal53244/Mistral-7B-v0.1-Open-Platypus) |
| * [Open-Orca/Mistral-7B-OpenOrca](https://huggingface.co/Open-Orca/Mistral-7B-OpenOrca) |
| |
| ### Configuration |
| |
| The following YAML configuration was used to produce this model: |
| |
| ```yaml |
| models: |
| - model: Open-Orca/Mistral-7B-OpenOrca |
| parameters: |
| density: [1, 0.7, 0.1] # density gradient |
| weight: 1.0 |
| - model: akjindal53244/Mistral-7B-v0.1-Open-Platypus |
| parameters: |
| density: 0.5 |
| weight: [0, 0.3, 0.7, 1] # weight gradient |
| - model: WizardLM/WizardMath-7B-V1.1 |
| parameters: |
| density: 0.33 |
| weight: |
| - filter: mlp |
| value: 0.5 |
| - value: 0 |
| merge_method: sample_ties |
| base_model: mistralai/Mistral-7B-v0.1 |
| parameters: |
| normalize: true |
| int8_mask: true |
| dtype: float16 |
| |
| ``` |
| |
