| | ---
|
| | base_model:
|
| | - Qwen/Qwen2.5-3B-Instruct
|
| | - PowerInfer/SmallThinker-3B-Preview
|
| | - prithivMLmods/QwQ-LCoT-3B-Instruct
|
| | library_name: transformers
|
| | tags:
|
| | - mergekit
|
| | - merge
|
| | language:
|
| | - zho
|
| | - eng
|
| | - fra
|
| | - spa
|
| | - por
|
| | - deu
|
| | - ita
|
| | - rus
|
| | - jpn
|
| | - kor
|
| | - vie
|
| | - tha
|
| | - ara
|
| | ---
|
| | # merge
|
| |
|
| | 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 [DARE](https://arxiv.org/abs/2311.03099) [TIES](https://arxiv.org/abs/2306.01708) merge method using [Qwen/Qwen2.5-3B-Instruct](https://huggingface.co/Qwen/Qwen2.5-3B-Instruct) as a base.
|
| |
|
| | ### Models Merged
|
| |
|
| | The following models were included in the merge:
|
| | * [PowerInfer/SmallThinker-3B-Preview](https://huggingface.co/PowerInfer/SmallThinker-3B-Preview)
|
| | * [prithivMLmods/QwQ-LCoT-3B-Instruct](https://huggingface.co/prithivMLmods/QwQ-LCoT-3B-Instruct)
|
| |
|
| | ### Configuration
|
| |
|
| | The following YAML configuration was used to produce this model:
|
| |
|
| | ```yaml
|
| | merge_method: dare_ties
|
| | dtype: bfloat16
|
| | normalize: true
|
| | base_model: Qwen/Qwen2.5-3B-Instruct
|
| | models:
|
| | - model: PowerInfer/SmallThinker-3B-Preview # CoT 2 - Detailed & Nuanced
|
| | parameters:
|
| | weight: 0.4
|
| | density: 0.7
|
| | - model: prithivMLmods/QwQ-LCoT-3B-Instruct # CoT 3 - Structured & Focused
|
| | parameters:
|
| | weight: 0.6
|
| | density: 0.8
|
| | ```
|
| |
|
