---
library_name: transformers
tags:
- mergekit
- merge
base_model:
- spow12/ChatWaifu_v1.4
- GalrionSoftworks/Canidori-12B-v1
- ArliAI/Mistral-Nemo-12B-ArliAI-RPMax-v1.3
- RozGrov/NemoDori-v0.2.2-12B-MN-ties
- grimjim/magnum-twilight-12b
- Nitral-AI/Wayfarer_Eris_Noctis-12B
model-index:
- name: MN-Chinofun-12B-4
  results:
  - task:
      type: text-generation
      name: Text Generation
    dataset:
      name: IFEval (0-Shot)
      type: HuggingFaceH4/ifeval
      args:
        num_few_shot: 0
    metrics:
    - type: inst_level_strict_acc and prompt_level_strict_acc
      value: 54.04
      name: strict accuracy
    source:
      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=djuna/MN-Chinofun-12B-4
      name: Open LLM Leaderboard
  - task:
      type: text-generation
      name: Text Generation
    dataset:
      name: BBH (3-Shot)
      type: BBH
      args:
        num_few_shot: 3
    metrics:
    - type: acc_norm
      value: 34.17
      name: normalized accuracy
    source:
      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=djuna/MN-Chinofun-12B-4
      name: Open LLM Leaderboard
  - task:
      type: text-generation
      name: Text Generation
    dataset:
      name: MATH Lvl 5 (4-Shot)
      type: hendrycks/competition_math
      args:
        num_few_shot: 4
    metrics:
    - type: exact_match
      value: 10.35
      name: exact match
    source:
      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=djuna/MN-Chinofun-12B-4
      name: Open LLM Leaderboard
  - task:
      type: text-generation
      name: Text Generation
    dataset:
      name: GPQA (0-shot)
      type: Idavidrein/gpqa
      args:
        num_few_shot: 0
    metrics:
    - type: acc_norm
      value: 6.04
      name: acc_norm
    source:
      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=djuna/MN-Chinofun-12B-4
      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: 13.23
      name: acc_norm
    source:
      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=djuna/MN-Chinofun-12B-4
      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: 27.75
      name: accuracy
    source:
      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=djuna/MN-Chinofun-12B-4
      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 [ArliAI/Mistral-Nemo-12B-ArliAI-RPMax-v1.3](https://huggingface.co/ArliAI/Mistral-Nemo-12B-ArliAI-RPMax-v1.3) as a base.

### Models Merged

The following models were included in the merge:
* [spow12/ChatWaifu_v1.4](https://huggingface.co/spow12/ChatWaifu_v1.4)
* [GalrionSoftworks/Canidori-12B-v1](https://huggingface.co/GalrionSoftworks/Canidori-12B-v1)
* [RozGrov/NemoDori-v0.2.2-12B-MN-ties](https://huggingface.co/RozGrov/NemoDori-v0.2.2-12B-MN-ties)
* [grimjim/magnum-twilight-12b](https://huggingface.co/grimjim/magnum-twilight-12b)
* [Nitral-AI/Wayfarer_Eris_Noctis-12B](https://huggingface.co/Nitral-AI/Wayfarer_Eris_Noctis-12B)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
models:
  - model: Nitral-AI/Wayfarer_Eris_Noctis-12B
  - model: spow12/ChatWaifu_v1.4
  - model: grimjim/magnum-twilight-12b
  - model: RozGrov/NemoDori-v0.2.2-12B-MN-ties
  - model: GalrionSoftworks/Canidori-12B-v1
merge_method: model_stock
base_model: ArliAI/Mistral-Nemo-12B-ArliAI-RPMax-v1.3
dtype: bfloat16
```

# [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/djuna__MN-Chinofun-12B-4-details)

|      Metric       |Value|
|-------------------|----:|
|Avg.               |24.26|
|IFEval (0-Shot)    |54.04|
|BBH (3-Shot)       |34.17|
|MATH Lvl 5 (4-Shot)|10.35|
|GPQA (0-shot)      | 6.04|
|MuSR (0-shot)      |13.23|
|MMLU-PRO (5-shot)  |27.75|