| base_model: | |
| - Qwen/Qwen2.5-7B-Instruct | |
| - Qwen/Qwen2.5-Coder-7B | |
| library_name: transformers | |
| tags: | |
| - mergekit | |
| - merge | |
| # output_model_della | |
| 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 [DELLA](https://arxiv.org/abs/2406.11617) merge method using [Qwen/Qwen2.5-7B-Instruct](https://huggingface.co/Qwen/Qwen2.5-7B-Instruct) as a base. | |
| ### Models Merged | |
| The following models were included in the merge: | |
| * [Qwen/Qwen2.5-Coder-7B](https://huggingface.co/Qwen/Qwen2.5-Coder-7B) | |
| ### Configuration | |
| The following YAML configuration was used to produce this model: | |
| ```yaml | |
| models: | |
| - model: Qwen/Qwen2.5-7B-Instruct | |
| parameters: | |
| weight: 0.5 | |
| - model: Qwen/Qwen2.5-Coder-7B | |
| parameters: | |
| weight: 0.6 | |
| merge_method: della | |
| base_model: Qwen/Qwen2.5-7B-Instruct | |
| parameters: | |
| density: 0.8 | |
| normalize: true | |
| int8_mask: true | |
| dtype: float16 | |
| ``` | |