---
base_model:
- prithivMLmods/Phi-4-Math-IO
- ngxson/LoRA-phi-4-abliterated
- prithivMLmods/Phi-4-o1
- ngxson/LoRA-phi-4-abliterated
- prithivMLmods/Phi-4-QwQ
- ngxson/LoRA-phi-4-abliterated
- prithivMLmods/Phi-4-Empathetic
- ngxson/LoRA-phi-4-abliterated
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 [prithivMLmods/Phi-4-Empathetic](https://huggingface.co/prithivMLmods/Phi-4-Empathetic) + [ngxson/LoRA-phi-4-abliterated](https://huggingface.co/ngxson/LoRA-phi-4-abliterated) as a base.

### Models Merged

The following models were included in the merge:
* [prithivMLmods/Phi-4-Math-IO](https://huggingface.co/prithivMLmods/Phi-4-Math-IO) + [ngxson/LoRA-phi-4-abliterated](https://huggingface.co/ngxson/LoRA-phi-4-abliterated)
* [prithivMLmods/Phi-4-o1](https://huggingface.co/prithivMLmods/Phi-4-o1) + [ngxson/LoRA-phi-4-abliterated](https://huggingface.co/ngxson/LoRA-phi-4-abliterated)
* [prithivMLmods/Phi-4-QwQ](https://huggingface.co/prithivMLmods/Phi-4-QwQ) + [ngxson/LoRA-phi-4-abliterated](https://huggingface.co/ngxson/LoRA-phi-4-abliterated)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
models:
  - model: prithivMLmods/Phi-4-Empathetic+ngxson/LoRA-phi-4-abliterated
  - model: prithivMLmods/Phi-4-o1+ngxson/LoRA-phi-4-abliterated
    parameters:
      density: 0.75
      weight: 0.75
  - model: prithivMLmods/Phi-4-QwQ+ngxson/LoRA-phi-4-abliterated
    parameters:
      density: 0.50
      weight: 0.50
  - model: prithivMLmods/Phi-4-Math-IO+ngxson/LoRA-phi-4-abliterated
    parameters:
      density: 0.30
      weight: 0.30
merge_method: ties
base_model: prithivMLmods/Phi-4-Empathetic+ngxson/LoRA-phi-4-abliterated
parameters:
  normalize: true
dytpe: float32
```