| base_model: | |
| - Qwen/Qwen2.5-14B-Instruct | |
| - Qwen/Qwen2.5-14B | |
| - CultriX/Qwen2.5-14B_Virtuoso-small-v2-LoRA_r128 | |
| library_name: transformers | |
| tags: | |
| - mergekit | |
| - merge | |
| # MergeStage3v1 | |
| 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 [Qwen/Qwen2.5-14B](https://huggingface.co/Qwen/Qwen2.5-14B) as a base. | |
| ### Models Merged | |
| The following models were included in the merge: | |
| * [Qwen/Qwen2.5-14B-Instruct](https://huggingface.co/Qwen/Qwen2.5-14B-Instruct) | |
| * [CultriX/Qwen2.5-14B_Virtuoso-small-v2-LoRA_r128](https://huggingface.co/CultriX/Qwen2.5-14B_Virtuoso-small-v2-LoRA_r128) | |
| ### Configuration | |
| The following YAML configuration was used to produce this model: | |
| ```yaml | |
| name: Virtuoso-Infused-Qwen | |
| merge_method: dare_ties | |
| base_model: Qwen/Qwen2.5-14B # New Base Model | |
| tokenizer_source: base | |
| dtype: float32 | |
| out_dtype: bfloat16 | |
| models: | |
| - model: Qwen/Qwen2.5-14B-Instruct | |
| parameters: | |
| weight: 1.0 | |
| density: 1.0 | |
| - model: CultriX/Qwen2.5-14B_Virtuoso-small-v2-LoRA_r128 | |
| parameters: | |
| weight: 1.0 | |
| density: 1.0 | |
| ``` | |