---
base_model:
- CultriX/Qwen2.5-14B_Virtuoso-small-v2-LoRA_r128
- arcee-ai/Virtuoso-Small-v2
- CultriX/MergeStage2
library_name: transformers
tags:
- mergekit
- merge

---
# merge

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 [TIES](https://arxiv.org/abs/2306.01708) merge method using [CultriX/MergeStage2](https://huggingface.co/CultriX/MergeStage2) as a base.

### Models Merged

The following models were included in the merge:
* [CultriX/Qwen2.5-14B_Virtuoso-small-v2-LoRA_r128](https://huggingface.co/CultriX/Qwen2.5-14B_Virtuoso-small-v2-LoRA_r128)
* [arcee-ai/Virtuoso-Small-v2](https://huggingface.co/arcee-ai/Virtuoso-Small-v2)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
# Stage 3: Ties Merge (Optional - Targeted Fine-tuning)
name: Qwen2.5-14B-Stage3
merge_method: ties
base_model: CultriX/MergeStage2
tokenizer_source: base  # Verify and update if needed
dtype: bfloat16
parameters:
  normalize: true
  rescale: false
  int8_mask: true
  density: 0.9  # Adjusted
  weight: 1.0
models:
  - model: arcee-ai/Virtuoso-Small-v2  # IFEval focus
    parameters:
      density: 0.8  # Adjusted
      weight: 0.7  # Adjusted
  - model: CultriX/Qwen2.5-14B_Virtuoso-small-v2-LoRA_r128  # IFEval LoRA
    parameters:
      density: 0.7  # Adjusted
      weight: 0.5  # Adjusted
```