YOYO-AI/Qwen2.5-14B-YOYO-Average

We have used the Karcher merging method to average five of the most representative Qwen2.5 14B derivative models, in commemoration of the efforts made by the open-source community for the Qwen2.5 14B model.

Merge Method

This model was merged using the Karcher Mean merge method.

Models Merged

The following models were included in the merge:

• Qwen/Qwen2.5-14B-Instruct
• Qwen/Qwen2.5-14B-Instruct-1M
• arcee-ai/Virtuoso-Small-v2
• deepcogito/cogito-v1-preview-qwen-14B
• deepseek-ai/DeepSeek-R1-Distill-Qwen-14B

Configuration:

The following YAML configuration was used to produce this model:

models:
  - model: Qwen/Qwen2.5-14B-Instruct
  - model: Qwen/Qwen2.5-14B-Instruct-1M
  - model: arcee-ai/Virtuoso-Small-v2
  - model: deepcogito/cogito-v1-preview-qwen-14B
  - model: deepseek-ai/DeepSeek-R1-Distill-Qwen-14B
merge_method: karcher
parameters:
  max_iter: 1000
dtype: bfloat16
tokenizer_source: base