---
base_model:
- deepseek-ai/DeepSeek-R1-Distill-Qwen-14B
- Qwen/Qwen2.5-14B-Instruct-1M
- Qwen/Qwen2.5-Coder-14B-Instruct
- Qwen/Qwen2.5-14B
library_name: transformers
tags:
- mergekit
- merge

---
# qwen-1m-distill-sce

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 [SCE](https://arxiv.org/abs/2408.07990) merge method using [Qwen/Qwen2.5-14B](https://huggingface.co./Qwen/Qwen2.5-14B) as a base.

### 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)
* [Qwen/Qwen2.5-14B-Instruct-1M](https://huggingface.co./Qwen/Qwen2.5-14B-Instruct-1M)
* [Qwen/Qwen2.5-Coder-14B-Instruct](https://huggingface.co./Qwen/Qwen2.5-Coder-14B-Instruct)

### Configuration

The following YAML configuration was used to produce this model:

```yaml

merge_method: sce
base_model: Qwen/Qwen2.5-14B
models:
  - model: Qwen/Qwen2.5-14B-Instruct-1M
  - model: deepseek-ai/DeepSeek-R1-Distill-Qwen-14B
  - model: Qwen/Qwen2.5-Coder-14B-Instruct
parameters:
  select_topk: 0.75  # retain top 75% high-variance parameters
dtype: bfloat16
normalize: true

```