| base_model: | |
| - deepseek-ai/deepseek-math-7b-base | |
| - AI-MO/NuminaMath-7B-TIR | |
| - deepseek-ai/deepseek-math-7b-rl | |
| - ALBADDAWI/DeepCode-7B-Aurora-v3 | |
| library_name: transformers | |
| 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 [TIES](https://arxiv.org/abs/2306.01708) merge method using [deepseek-ai/deepseek-math-7b-base](https://huggingface.co/deepseek-ai/deepseek-math-7b-base) as a base. | |
| ### Models Merged | |
| The following models were included in the merge: | |
| * [AI-MO/NuminaMath-7B-TIR](https://huggingface.co/AI-MO/NuminaMath-7B-TIR) | |
| * [deepseek-ai/deepseek-math-7b-rl](https://huggingface.co/deepseek-ai/deepseek-math-7b-rl) | |
| * [ALBADDAWI/DeepCode-7B-Aurora-v3](https://huggingface.co/ALBADDAWI/DeepCode-7B-Aurora-v3) | |
| ### Configuration | |
| The following YAML configuration was used to produce this model: | |
| ```yaml | |
| models: | |
| - model: deepseek-ai/deepseek-math-7b-base | |
| parameters: | |
| density: 1.0 | |
| weight: 0.4 | |
| - model: AI-MO/NuminaMath-7B-TIR | |
| parameters: | |
| density: 0.5 | |
| weight: 0.3 | |
| - model: deepseek-ai/deepseek-math-7b-rl | |
| parameters: | |
| density: 0.5 | |
| weight: 0.2 | |
| - model: ALBADDAWI/DeepCode-7B-Aurora-v3 | |
| parameters: | |
| density: 0.5 | |
| weight: 0.1 | |
| merge_method: ties | |
| base_model: deepseek-ai/deepseek-math-7b-base | |
| parameters: | |
| normalize: true | |
| dtype: float16 | |
| ``` | |