| 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 | |
| ``` | |