---
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

```