---
base_model:
- CultriX/Qwen2.5-14B-MegaMerge-pt1
- CultriX/Qwen2.5-14B-Wernicke
- CultriX/Qwen2.5-14B-MergeStock
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 [DARE](https://arxiv.org/abs/2311.03099) [TIES](https://arxiv.org/abs/2306.01708) merge method using [CultriX/Qwen2.5-14B-MegaMerge-pt1](https://huggingface.co/CultriX/Qwen2.5-14B-MegaMerge-pt1) as a base.

### Models Merged

The following models were included in the merge:
* [CultriX/Qwen2.5-14B-Wernicke](https://huggingface.co/CultriX/Qwen2.5-14B-Wernicke)
* [CultriX/Qwen2.5-14B-MergeStock](https://huggingface.co/CultriX/Qwen2.5-14B-MergeStock)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
# final_dare_ties_merge.yaml

models:
  - model: CultriX/Qwen2.5-14B-MergeStock
    parameters:
      density: 0.5  # Retain 50% of the most significant parameters
      weight: 0.6    # Emphasize MergeStock's contributions
  - model: CultriX/Qwen2.5-14B-Wernicke
    parameters:
      density: 0.5  # Retain 50% of the most significant parameters
      weight: 0.4    # Incorporate Wernicke's contributions
merge_method: dare_ties
base_model: CultriX/Qwen2.5-14B-MegaMerge-pt1
parameters:
  normalize: true
  int8_mask: true
dtype: bfloat16
tokenizer_source: Qwen/Qwen2.5-14B-Instruct

```