| base_model: | |
| - elyza/Llama-3-ELYZA-JP-8B | |
| - instruction-pretrain/finance-Llama3-8B | |
| - meta-llama/Meta-Llama-3-8B-Instruct | |
| library_name: transformers | |
| tags: | |
| - mergekit | |
| - merge | |
| # llama3-8b-finance-elyza-dare_ties-a_d05_w09_b_d05_w09 | |
| 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 [DARE TIES](https://arxiv.org/abs/2311.03099) merge method using [meta-llama/Meta-Llama-3-8B-Instruct](https://huggingface.co/meta-llama/Meta-Llama-3-8B-Instruct) as a base. | |
| ### Models Merged | |
| The following models were included in the merge: | |
| * [elyza/Llama-3-ELYZA-JP-8B](https://huggingface.co/elyza/Llama-3-ELYZA-JP-8B) | |
| * [instruction-pretrain/finance-Llama3-8B](https://huggingface.co/instruction-pretrain/finance-Llama3-8B) | |
| ### Configuration | |
| The following YAML configuration was used to produce this model: | |
| ```yaml | |
| models: | |
| - model: elyza/Llama-3-ELYZA-JP-8B | |
| parameters: | |
| density: 0.5 | |
| weight: 0.9 | |
| - model: instruction-pretrain/finance-Llama3-8B | |
| parameters: | |
| density: 0.5 | |
| weight: 0.9 | |
| merge_method: dare_ties | |
| base_model: meta-llama/Meta-Llama-3-8B-Instruct | |
| parameters: | |
| normalize: true | |
| dtype: float16 | |
| ``` | |