| base_model: | |
| - Qwen/Qwen2.5-7B | |
| - pittawat/qwen2.5-7b-med-acc-without-prior | |
| - pittawat/qwen2.5-7b-med-acc-without-prior-alphamed | |
| - pittawat/qwen2.5-7b-med-acc-mcq-rank-without-prior | |
| library_name: transformers | |
| tags: | |
| - mergekit | |
| - merge | |
| # dare-linear-3-models | |
| 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 [Linear DARE](https://arxiv.org/abs/2311.03099) merge method using [Qwen/Qwen2.5-7B](https://huggingface.co/Qwen/Qwen2.5-7B) as a base. | |
| ### Models Merged | |
| The following models were included in the merge: | |
| * [pittawat/qwen2.5-7b-med-acc-without-prior](https://huggingface.co/pittawat/qwen2.5-7b-med-acc-without-prior) | |
| * [pittawat/qwen2.5-7b-med-acc-without-prior-alphamed](https://huggingface.co/pittawat/qwen2.5-7b-med-acc-without-prior-alphamed) | |
| * [pittawat/qwen2.5-7b-med-acc-mcq-rank-without-prior](https://huggingface.co/pittawat/qwen2.5-7b-med-acc-mcq-rank-without-prior) | |
| ### Configuration | |
| The following YAML configuration was used to produce this model: | |
| ```yaml | |
| models: | |
| - model: Qwen/Qwen2.5-7B | |
| - model: pittawat/qwen2.5-7b-med-acc-without-prior | |
| parameters: | |
| density: 0.53 | |
| weight: 0.5 | |
| - model: pittawat/qwen2.5-7b-med-acc-without-prior-alphamed | |
| parameters: | |
| density: 0.53 | |
| weight: 0.3 | |
| - model: pittawat/qwen2.5-7b-med-acc-mcq-rank-without-prior | |
| parameters: | |
| density: 0.53 | |
| weight: 0.2 | |
| merge_method: dare_linear | |
| base_model: Qwen/Qwen2.5-7B | |
| parameters: | |
| normalize: true | |
| dtype: bfloat16 | |
| tokenizer: | |
| source: Qwen/Qwen2.5-7B-Instruct | |
| ``` | |