| ---
|
| base_model:
|
| - Qwen/Qwen2.5-3B-Instruct
|
| - prithivMLmods/QwQ-LCoT-3B-Instruct
|
| - PowerInfer/SmallThinker-3B-Preview
|
| 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:
|
| * [prithivMLmods/QwQ-LCoT-3B-Instruct](https://huggingface.co/prithivMLmods/QwQ-LCoT-3B-Instruct)
|
| * [PowerInfer/SmallThinker-3B-Preview](https://huggingface.co/PowerInfer/SmallThinker-3B-Preview)
|
|
|
| ### 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
|
| parameters:
|
| weight: .2
|
| density: .45
|
| - model: prithivMLmods/QwQ-LCoT-3B-Instruct
|
| parameters:
|
| weight: .8
|
| density: .85
|
| ```
|
|
|
| 16b |
