mergekit-community/mergekit-dare_ties-kcwwoai

merge

This is a merge of pre-trained language models created using mergekit.

Merge Details

Merge Method

This model was merged using the DARE TIES merge method using deepseek-ai/DeepSeek-R1-Distill-Qwen-14B as a base.

Models Merged

The following models were included in the merge:

• huihui-ai/DeepSeek-R1-Distill-Qwen-14B-abliterated-v2
• mathdong01/DeepSeek-R1-14B-Finetuned

Configuration

The following YAML configuration was used to produce this model:

models:
  - model: deepseek-ai/DeepSeek-R1-Distill-Qwen-14B
    # Distilled version of DeepSeek-R1 fine-tuned from Qwen2.5-14B
    parameters:
      density: 0.5
      weight: 0.3
  - model: mathdong01/DeepSeek-R1-14B-Finetuned
    # Fine-tuned DeepSeek R1 model
    parameters:
      density: 0.5
      weight: 0.2
  - model: huihui-ai/DeepSeek-R1-Distill-Qwen-14B-abliterated-v2
    # Distilled model fine-tuned for specific tasks
    parameters:
      density: 0.6
      weight: 0.3

merge_method: dare_ties
base_model: deepseek-ai/DeepSeek-R1-Distill-Qwen-14B
parameters:
  normalize: true
  int8_mask: true
dtype: bfloat16