---
base_model:
- BeaverAI/MN-2407-DSK-QwQify-v0.1-12B
- Nitral-AI/Mag-Mell-Reasoner-12B
- OddTheGreat/Sinner_12B_V.1
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 [Model Breadcrumbs](https://arxiv.org/abs/2312.06795) merge method using [OddTheGreat/Sinner_12B_V.1](https://huggingface.co/OddTheGreat/Sinner_12B_V.1) as a base.

### Models Merged

The following models were included in the merge:
* [BeaverAI/MN-2407-DSK-QwQify-v0.1-12B](https://huggingface.co/BeaverAI/MN-2407-DSK-QwQify-v0.1-12B)
* [Nitral-AI/Mag-Mell-Reasoner-12B](https://huggingface.co/Nitral-AI/Mag-Mell-Reasoner-12B)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
models:
  - model: OddTheGreat/Sinner_12B_V.1
    parameters:
      weight: [0.9, 1, 0.8, 0.65, 0.2, 0.05, 0.1, 0.35, 0.65, 0.8]
  - model: BeaverAI/MN-2407-DSK-QwQify-v0.1-12B
    parameters:
      weight: [0.1, 10e-5, 10e-5, 0.1, 0.5, 0.5, 0.5, 0.35, 0.1, 10e-5]
      density: [0.35, 1, 1, 0.35, 0.35, 0.5, 0.5, 0.6, 0.9, 1]
      gamma: [5e-4, 5e-3, 5e-3, 5e-4, 5e-4, 0.01, 0.01, 0.01, 5e-3, 5e-4]
  - model: Nitral-AI/Mag-Mell-Reasoner-12B
    parameters:
      weight: [10e-5, 10e-5, 0.2, 0.25, 0.3, 0.45, 0.4, 0.3, 0.25, 0.2]
      density: [1, 1, 0.9, 0.9, 0.85, 0.85, 0.8, 0.85, 0.9, 0.9]
      gamma: 0.03
merge_method: breadcrumbs
base_model: OddTheGreat/Sinner_12B_V.1
parameters:
  int8_mask: false
  rescale: true
  normalize: false
dtype: float32
out_dtype: bfloat16
tokenizer_source: BeaverAI/MN-2407-DSK-QwQify-v0.1-12B
```