---
base_model:
- prithivMLmods/Phi-4-QwQ
- prithivMLmods/Phi-4-Math-IO
- bunnycore/Phi-4-Avg
- bunnycore/Phi-4-Model-Stock
- prithivMLmods/Phi-4-Empathetic
library_name: transformers
tags:
- mergekit
- merge
license: mit
---
# 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 [Model Stock](https://arxiv.org/abs/2403.19522) merge method using [bunnycore/Phi-4-Model-Stock](https://huggingface.co/bunnycore/Phi-4-Model-Stock) as a base.

### Models Merged

The following models were included in the merge:
* [prithivMLmods/Phi-4-QwQ](https://huggingface.co/prithivMLmods/Phi-4-QwQ)
* [prithivMLmods/Phi-4-Math-IO](https://huggingface.co/prithivMLmods/Phi-4-Math-IO)
* [bunnycore/Phi-4-Avg](https://huggingface.co/bunnycore/Phi-4-Avg)
* [prithivMLmods/Phi-4-Empathetic](https://huggingface.co/prithivMLmods/Phi-4-Empathetic)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
models:
  - model: prithivMLmods/Phi-4-QwQ
  - model: bunnycore/Phi-4-Avg
  - model: prithivMLmods/Phi-4-Empathetic
  - model: prithivMLmods/Phi-4-Math-IO
base_model: bunnycore/Phi-4-Model-Stock
merge_method: model_stock
parameters:
  normalize: true
dtype: float16
```