| license: apache-2.0 | |
| tags: | |
| - merge | |
| - mergekit | |
| - lazymergekit | |
| - psmathur/orca_mini_v3_13b | |
| - garage-bAInd/Platypus2-13B | |
| - WizardLM/WizardMath-13B-V1.0 | |
| # psmathur/orca_mini_v3_13b | |
| psmathur/orca_mini_v3_13b is a merge of the following models using [mergekit](https://github.com/cg123/mergekit): | |
| * [psmathur/orca_mini_v3_13b](https://huggingface.co/psmathur/orca_mini_v3_13b) | |
| * [garage-bAInd/Platypus2-13B](https://huggingface.co/garage-bAInd/Platypus2-13B) | |
| * [WizardLM/WizardMath-13B-V1.0](https://huggingface.co/WizardLM/WizardMath-13B-V1.0) | |
| ## 🧩 Configuration | |
| ```yaml | |
| models: | |
| - model: psmathur/orca_mini_v3_13b | |
| parameters: | |
| density: [1, 0.7, 0.1] # density gradient | |
| weight: 1.0 | |
| - model: garage-bAInd/Platypus2-13B | |
| parameters: | |
| density: 0.5 | |
| weight: [0, 0.3, 0.7, 1] # weight gradient | |
| - model: WizardLM/WizardMath-13B-V1.0 | |
| parameters: | |
| density: 0.33 | |
| weight: | |
| - filter: mlp | |
| value: 0.5 | |
| - value: 0 | |
| merge_method: ties | |
| base_model: TheBloke/Llama-2-13B-fp16 | |
| parameters: | |
| normalize: true | |
| int8_mask: true | |
| dtype: float16``` |