---
base_model:
- Qwen/Qwen2.5-0.5B-Instruct
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 [Qwen/Qwen2.5-0.5B-Instruct](https://huggingface.co/Qwen/Qwen2.5-0.5B-Instruct) as a base.

### Models Merged

The following models were included in the merge:


### Configuration

The following YAML configuration was used to produce this model:

```yaml
slices:
  - sources:
      - model: Qwen/Qwen2.5-0.5B-Instruct
        layer_range: [0, 11]
      - model: Qwen/Qwen2.5-0.5B-Instruct
        layer_range: [12, 23]
merge_method: ties
base_model: Qwen/Qwen2.5-0.5B-Instruct
parameters:
  t:
    - filter: self_attn
      value: [0.1, 0.3, 0.5, 0.7, 0.9]
    - filter: mlp
      value: [0.1, 0.3, 0.5, 0.7, 0.9]
    - value: 0.5
dtype: bfloat16

```