---
base_model:
- rombodawg/Rombos-Coder-V2.5-Qwen-32b
- huihui-ai/QwQ-32B-Coder-Fusion-9010
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 [huihui-ai/QwQ-32B-Coder-Fusion-9010](https://huggingface.co/huihui-ai/QwQ-32B-Coder-Fusion-9010) as a base.

### Models Merged

The following models were included in the merge:
* [rombodawg/Rombos-Coder-V2.5-Qwen-32b](https://huggingface.co/rombodawg/Rombos-Coder-V2.5-Qwen-32b)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
# QwQ-32B-Coder-Fusion-9010-1x-TIES-v1.2

models:
  - model: rombodawg/Rombos-Coder-V2.5-Qwen-32b # Self-instruct fine-tuning on Qwen2.5-Coder
    parameters:
      density: 0.333
      weight: 0.333

merge_method: ties
base_model: huihui-ai/QwQ-32B-Coder-Fusion-9010 # Advanced AI reasoning capabilities, ratio weighted 9 (QwQ):1 (Qwen2.5-Coder) both abliterated models
parameters:
  normalize: true
  int8_mask: false
dtype: bfloat16
tokenizer_source: union
```