---
base_model:
- YOYO-AI/Qwen2.5-14B-it-restore
- marcuscedricridia/Cheng-2-Ingredient4
- marcuscedricridia/Cheng-2-Ingredient1
- arcee-ai/Virtuoso-Small-v2
- marcuscedricridia/Cheng-2-Ingredient2
- marcuscedricridia/Cheng-2-Ingredient3
library_name: transformers
tags:
- mergekit
- merge
model-index:
- name: Cheng-2
  results:
  - task:
      type: text-generation
      name: Text Generation
    dataset:
      name: IFEval (0-Shot)
      type: wis-k/instruction-following-eval
      split: train
      args:
        num_few_shot: 0
    metrics:
    - type: inst_level_strict_acc and prompt_level_strict_acc
      value: 83.37
      name: averaged accuracy
    source:
      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard#/?search=marcuscedricridia%2FCheng-2
      name: Open LLM Leaderboard
  - task:
      type: text-generation
      name: Text Generation
    dataset:
      name: BBH (3-Shot)
      type: SaylorTwift/bbh
      split: test
      args:
        num_few_shot: 3
    metrics:
    - type: acc_norm
      value: 49.98
      name: normalized accuracy
    source:
      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard#/?search=marcuscedricridia%2FCheng-2
      name: Open LLM Leaderboard
  - task:
      type: text-generation
      name: Text Generation
    dataset:
      name: MATH Lvl 5 (4-Shot)
      type: lighteval/MATH-Hard
      split: test
      args:
        num_few_shot: 4
    metrics:
    - type: exact_match
      value: 54.38
      name: exact match
    source:
      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard#/?search=marcuscedricridia%2FCheng-2
      name: Open LLM Leaderboard
  - task:
      type: text-generation
      name: Text Generation
    dataset:
      name: GPQA (0-shot)
      type: Idavidrein/gpqa
      split: train
      args:
        num_few_shot: 0
    metrics:
    - type: acc_norm
      value: 12.75
      name: acc_norm
    source:
      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard#/?search=marcuscedricridia%2FCheng-2
      name: Open LLM Leaderboard
  - task:
      type: text-generation
      name: Text Generation
    dataset:
      name: MuSR (0-shot)
      type: TAUR-Lab/MuSR
      args:
        num_few_shot: 0
    metrics:
    - type: acc_norm
      value: 12.02
      name: acc_norm
    source:
      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard#/?search=marcuscedricridia%2FCheng-2
      name: Open LLM Leaderboard
  - task:
      type: text-generation
      name: Text Generation
    dataset:
      name: MMLU-PRO (5-shot)
      type: TIGER-Lab/MMLU-Pro
      config: main
      split: test
      args:
        num_few_shot: 5
    metrics:
    - type: acc
      value: 44.59
      name: accuracy
    source:
      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard#/?search=marcuscedricridia%2FCheng-2
      name: Open LLM Leaderboard
---
# 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 [Model Stock](https://arxiv.org/abs/2403.19522) merge method using [YOYO-AI/Qwen2.5-14B-it-restore](https://huggingface.co/YOYO-AI/Qwen2.5-14B-it-restore) as a base.

### Models Merged

The following models were included in the merge:
* [marcuscedricridia/Cheng-2-Ingredient4](https://huggingface.co/marcuscedricridia/Cheng-2-Ingredient4)
* [marcuscedricridia/Cheng-2-Ingredient1](https://huggingface.co/marcuscedricridia/Cheng-2-Ingredient1)
* [arcee-ai/Virtuoso-Small-v2](https://huggingface.co/arcee-ai/Virtuoso-Small-v2)
* [marcuscedricridia/Cheng-2-Ingredient2](https://huggingface.co/marcuscedricridia/Cheng-2-Ingredient2)
* [marcuscedricridia/Cheng-2-Ingredient3](https://huggingface.co/marcuscedricridia/Cheng-2-Ingredient3)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
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](https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard)
Detailed results can be found [here](https://huggingface.co/datasets/open-llm-leaderboard/marcuscedricridia__Cheng-2-details)!
Summarized results can be found [here](https://huggingface.co/datasets/open-llm-leaderboard/contents/viewer/default/train?q=marcuscedricridia%2FCheng-2&sort[column]=Average%20%E2%AC%86%EF%B8%8F&sort[direction]=desc)!

|      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|