marcuscedricridia/Cheng-2

merge

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

Merge Details

Merge Method

This model was merged using the Model Stock merge method using YOYO-AI/Qwen2.5-14B-it-restore as a base.

Models Merged

The following models were included in the merge:

• marcuscedricridia/Cheng-2-Ingredient4
• marcuscedricridia/Cheng-2-Ingredient1
• arcee-ai/Virtuoso-Small-v2
• marcuscedricridia/Cheng-2-Ingredient2
• marcuscedricridia/Cheng-2-Ingredient3

Configuration

The following YAML configuration was used to produce this model:

merge_method: model_stock  
base_model: YOYO-AI/Qwen2.5-14B-it-restore  
models:  
  - model: marcuscedricridia/Cheng-2-Ingredient1
  - model: marcuscedricridia/Cheng-2-Ingredient2
  - model: marcuscedricridia/Cheng-2-Ingredient3
  - model: marcuscedricridia/Cheng-2-Ingredient4
  - model: arcee-ai/Virtuoso-Small-v2
dtype: bfloat16  
tokenizer_source: base  
int8_mask: true  
normalize: true  
name: Cheng-2

Open LLM Leaderboard Evaluation Results

Detailed results can be found here! Summarized results can be found here!

Metric	Value (%)
Average	42.85
IFEval (0-Shot)	83.37
BBH (3-Shot)	49.98
MATH Lvl 5 (4-Shot)	54.38
GPQA (0-shot)	12.75
MuSR (0-shot)	12.02
MMLU-PRO (5-shot)	44.59