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---
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
```
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