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---
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
```
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