base_model: | |
- Qwen/Qwen2.5-32B-Instruct | |
- Qwen/Qwen2.5-32B | |
- Qwen/QwQ-32B-Preview | |
- deepseek-ai/DeepSeek-R1-Distill-Qwen-32B | |
- Qwen/Qwen2.5-Coder-32B-Instruct | |
library_name: transformers | |
tags: | |
- mergekit | |
- merge | |
# output-model-directory | |
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 Stock](https://arxiv.org/abs/2403.19522) merge method using [Qwen/Qwen2.5-32B](https://huggingface.co/Qwen/Qwen2.5-32B) as a base. | |
### Models Merged | |
The following models were included in the merge: | |
* [Qwen/Qwen2.5-32B-Instruct](https://huggingface.co/Qwen/Qwen2.5-32B-Instruct) | |
* [Qwen/QwQ-32B-Preview](https://huggingface.co/Qwen/QwQ-32B-Preview) | |
* [deepseek-ai/DeepSeek-R1-Distill-Qwen-32B](https://huggingface.co/deepseek-ai/DeepSeek-R1-Distill-Qwen-32B) | |
* [Qwen/Qwen2.5-Coder-32B-Instruct](https://huggingface.co/Qwen/Qwen2.5-Coder-32B-Instruct) | |
### Configuration | |
The following YAML configuration was used to produce this model: | |
```yaml | |
models: | |
- model: Qwen/Qwen2.5-32B-Instruct | |
- model: Qwen/Qwen2.5-Coder-32B-Instruct | |
- model: deepseek-ai/DeepSeek-R1-Distill-Qwen-32B | |
- model: Qwen/QwQ-32B-Preview | |
base_model: Qwen/Qwen2.5-32B | |
merge_method: model_stock | |
parameters: | |
normalize: true | |
dtype: bfloat16 | |
tokenizer_source: Qwen/Qwen2.5-Coder-32B-Instruct | |
``` | |