| --- |
| base_model: |
| - Qwen/Qwen2.5-Coder-32B-Instruct |
| - NovaSky-AI/Sky-T1-32B-Flash |
| - Qwen/Qwen2.5-Coder-32B |
| library_name: transformers |
| tags: |
| - mergekit |
| - merge |
| - qwen2 |
| license: apache-2.0 |
| --- |
| # merge |
|
|
| This is a merge of pre-trained language models created using [mergekit](https://github.com/cg123/mergekit). |
|
|
| I wanted to see if it would be possible to improve on [FuseO1-DeepSeekR1-Qwen2.5-Coder-32B-Preview](https://huggingface.co/FuseAI/FuseO1-DeepSeekR1-Qwen2.5-Coder-32B-Preview) and [CoderO1-DeepSeekR1-Coder-32B-Preview](https://huggingface.co/RDson/CoderO1-DeepSeekR1-Coder-32B-Preview) by using [Sky-T1-32B-Flash](https://huggingface.co/NovaSky-AI/Sky-T1-32B-Flash) as the reasoning model that is merged with [Qwen2.5-Coder-32B-Instruct](https://huggingface.co/Qwen/Qwen2.5-Coder-32B-Instruct) instead of DeepSeek-R1-Distill-Qwen-32B. The idea is to have a strong coder model that can reason but without very long reasoning chains (hence using the Flash model). |
|
|
| ## Merge Details |
| ### Merge Method |
|
|
| This model was merged using the [SCE](https://arxiv.org/abs/2408.07990) merge method using [Qwen/Qwen2.5-Coder-32B](https://huggingface.co/Qwen/Qwen2.5-Coder-32B) as a base. |
|
|
| ### Models Merged |
|
|
| The following models were included in the merge: |
| * [Qwen/Qwen2.5-Coder-32B-Instruct](https://huggingface.co/Qwen/Qwen2.5-Coder-32B-Instruct) |
| * [NovaSky-AI/Sky-T1-32B-Flash](https://huggingface.co/NovaSky-AI/Sky-T1-32B-Flash) |
|
|
| ### Configuration |
|
|
| The following YAML configuration was used to produce this model: |
|
|
| ```yaml |
| models: |
| # Pivot model |
| - model: Qwen/Qwen2.5-Coder-32B |
| # Target models |
| - model: Qwen/Qwen2.5-Coder-32B-Instruct |
| - model: NovaSky-AI/Sky-T1-32B-Flash |
| merge_method: sce |
| base_model: Qwen/Qwen2.5-Coder-32B |
| parameters: |
| select_topk: 1.0 |
| dtype: bfloat16 |
| ``` |
