| base_model: | |
| - Alelcv27/Llama3.1-8B-Math-v3 | |
| - meta-llama/Llama-3.1-8B | |
| - Alelcv27/Llama3.1-8B-Code | |
| library_name: transformers | |
| tags: | |
| - mergekit | |
| - merge | |
| # Llama3.1-8B-Breadcrumbs-Math-Code-v2 | |
| 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 [Model Breadcrumbs](https://arxiv.org/abs/2312.06795) merge method using [meta-llama/Llama-3.1-8B](https://huggingface.co/meta-llama/Llama-3.1-8B) as a base. | |
| ### Models Merged | |
| The following models were included in the merge: | |
| * [Alelcv27/Llama3.1-8B-Math-v3](https://huggingface.co/Alelcv27/Llama3.1-8B-Math-v3) | |
| * [Alelcv27/Llama3.1-8B-Code](https://huggingface.co/Alelcv27/Llama3.1-8B-Code) | |
| ### Configuration | |
| The following YAML configuration was used to produce this model: | |
| ```yaml | |
| base_model: meta-llama/Llama-3.1-8B | |
| dtype: float16 | |
| merge_method: breadcrumbs | |
| modules: | |
| default: | |
| slices: | |
| - sources: | |
| - layer_range: [0, 32] | |
| model: Alelcv27/Llama3.1-8B-Math-v3 | |
| parameters: | |
| weight: 0.8 | |
| - layer_range: [0, 32] | |
| model: Alelcv27/Llama3.1-8B-Code | |
| parameters: | |
| weight: 0.8 | |
| - layer_range: [0, 32] | |
| model: meta-llama/Llama-3.1-8B | |
| parameters: | |
| density: 0.9 | |
| gamma: 0.01 | |
| normalize: 1.0 | |
| ``` | |