| | ---
|
| | base_model:
|
| | - Qwen/QwQ-32B-Preview
|
| | - Qwen/Qwen2.5-32B-Instruct
|
| | - deepseek-ai/DeepSeek-R1-Distill-Qwen-32B
|
| | library_name: transformers
|
| | tags:
|
| | - mergekit
|
| | - merge
|
| | language:
|
| | - zho
|
| | - eng
|
| | - fra
|
| | - spa
|
| | - por
|
| | - deu
|
| | - ita
|
| | - rus
|
| | - jpn
|
| | - kor
|
| | - vie
|
| | - tha
|
| | - ara
|
| | ---
|
| | # **Qwen2.5-32B-DeepSeek-R1-Instruct**
|
| |
|
| | This model is a merged pre-trained language model created using MergeKit with the TIES merge method. It uses **Qwen/Qwen2.5-32B-Instruct** as the base and combines **Qwen/QwQ-32B-Preview** and **deepseek-ai/DeepSeek-R1-Distill-Qwen-32B** with equal weight and density. The merge configuration includes normalization, int8 masking, and `bfloat16` precision for optimized performance.
|
| | # **Merge**
|
| |
|
| | This is a merge of pre-trained language models created using [mergekit](https://github.com/cg123/mergekit).
|
| |
|
| | # **Merge Method**
|
| |
|
| | This model was merged using the [TIES](https://arxiv.org/abs/2306.01708) merge method using [Qwen/Qwen2.5-32B-Instruct](https://huggingface.co/Qwen/Qwen2.5-32B-Instruct) as a base.
|
| |
|
| | # **Models Merged**
|
| |
|
| | The following models were included in the merge:
|
| | * [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)
|
| |
|
| | # **Configuration**
|
| |
|
| | The following YAML configuration was used to produce this model:
|
| |
|
| | ```yaml
|
| | models:
|
| | - model: deepseek-ai/DeepSeek-R1-Distill-Qwen-32B
|
| | - model: Qwen/QwQ-32B-Preview
|
| | parameters:
|
| | weight: 1
|
| | density: 1
|
| | merge_method: ties
|
| | base_model: Qwen/Qwen2.5-32B-Instruct
|
| | parameters:
|
| | weight: 1
|
| | density: 1
|
| | normalize: true
|
| | int8_mask: true
|
| | dtype: bfloat16
|
| | ```
|
| |
|
