---
base_model:
- deepseek-ai/DeepSeek-R1-Distill-Qwen-14B
- djuna/Q2.5-Veltha-14B
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 [SLERP](https://en.wikipedia.org/wiki/Slerp) merge method.

### Models Merged

The following models were included in the merge:
* [deepseek-ai/DeepSeek-R1-Distill-Qwen-14B](https://huggingface.co/deepseek-ai/DeepSeek-R1-Distill-Qwen-14B)
* [djuna/Q2.5-Veltha-14B](https://huggingface.co/djuna/Q2.5-Veltha-14B)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
models:
  - model: djuna/Q2.5-Veltha-14B
  - model: deepseek-ai/DeepSeek-R1-Distill-Qwen-14B
merge_method: slerp
base_model: djuna/Q2.5-Veltha-14B
parameters:
  t:
    - filter: self_attn
      value: [0.2, 0.25, 0.3, 0.25, 0.2]
    - filter: "q_proj|k_proj|v_proj"
      value: [0.2, 0.25, 0.3, 0.25, 0.2]
    - filter: "up_proj|down_proj"
      value: [0.2, 0.3, 0.4, 0.3, 0.2]
    - filter: mlp
      value: [0.25, 0.35, 0.55, 0.35, 0.25]
    - value: 0.45  # default for other components
dtype: bfloat16

```