---
language:
- en
- ko
license: apache-2.0
library_name: transformers
tags:
- mergekit
- merge
- text-generation-inference
- not-for-all-audiences
base_model:
- bamec66557/MNRP_0.5
- nbeerbower/mistral-nemo-wissenschaft-12B
- ArliAI/Mistral-Nemo-12B-ArliAI-RPMax-v1.2
- Infermatic/MN-12B-Inferor-v0.1
- redrix/AngelSlayer-12B-Unslop-Mell-RPMax-DARKNESS
- crestf411/MN-Slush
- DavidAU/MN-GRAND-Gutenberg-Lyra4-Lyra-12B-DARKNESS
model-index:
- name: MISCHIEVOUS-12B
  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: 38.52
      name: strict accuracy
    source:
      url: https://huggingface.co./spaces/open-llm-leaderboard/open_llm_leaderboard?query=bamec66557/MISCHIEVOUS-12B
      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: 34.07
      name: normalized accuracy
    source:
      url: https://huggingface.co./spaces/open-llm-leaderboard/open_llm_leaderboard?query=bamec66557/MISCHIEVOUS-12B
      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: 12.46
      name: exact match
    source:
      url: https://huggingface.co./spaces/open-llm-leaderboard/open_llm_leaderboard?query=bamec66557/MISCHIEVOUS-12B
      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: 9.4
      name: acc_norm
    source:
      url: https://huggingface.co./spaces/open-llm-leaderboard/open_llm_leaderboard?query=bamec66557/MISCHIEVOUS-12B
      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: 11.28
      name: acc_norm
    source:
      url: https://huggingface.co./spaces/open-llm-leaderboard/open_llm_leaderboard?query=bamec66557/MISCHIEVOUS-12B
      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: 29.69
      name: accuracy
    source:
      url: https://huggingface.co./spaces/open-llm-leaderboard/open_llm_leaderboard?query=bamec66557/MISCHIEVOUS-12B
      name: Open LLM Leaderboard
---

<a href="#" target="_blank"><img src="https://huggingface.co./bamec66557/MISCHIEVOUS-12B/resolve/main/00001-321918068.gif"></a>

# 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 bamec66557/MNRP_0.5 as a base.

### Models Merged

The following models were included in the merge:
* [nbeerbower/mistral-nemo-wissenschaft-12B](https://huggingface.co./nbeerbower/mistral-nemo-wissenschaft-12B)
* [ArliAI/Mistral-Nemo-12B-ArliAI-RPMax-v1.2](https://huggingface.co./ArliAI/Mistral-Nemo-12B-ArliAI-RPMax-v1.2)
* [Infermatic/MN-12B-Inferor-v0.1](https://huggingface.co./Infermatic/MN-12B-Inferor-v0.1)
* [redrix/AngelSlayer-12B-Unslop-Mell-RPMax-DARKNESS](https://huggingface.co./redrix/AngelSlayer-12B-Unslop-Mell-RPMax-DARKNESS)
* [crestf411/MN-Slush](https://huggingface.co./crestf411/MN-Slush)
* [DavidAU/MN-GRAND-Gutenberg-Lyra4-Lyra-12B-DARKNESS](https://huggingface.co./DavidAU/MN-GRAND-Gutenberg-Lyra4-Lyra-12B-DARKNESS)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
models:
  - model: bamec66557/MNRP_0.5
  - model: Infermatic/MN-12B-Inferor-v0.1
  - model: redrix/AngelSlayer-12B-Unslop-Mell-RPMax-DARKNESS
  - model: crestf411/MN-Slush
  - model: DavidAU/MN-GRAND-Gutenberg-Lyra4-Lyra-12B-DARKNESS
  - model: nbeerbower/mistral-nemo-wissenschaft-12B
  - model: ArliAI/Mistral-Nemo-12B-ArliAI-RPMax-v1.2
merge_method: model_stock
base_model: bamec66557/MNRP_0.5
parameters:
  weight: 1
  density: 1
  normalize: true
  int8_mask: true
tokenizer_source: union
parameters:
  normalize: false
  int8_mask: true
  epsilon: 0.05
  lambda: 1
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/bamec66557__MISCHIEVOUS-12B-details)

|      Metric       |Value|
|-------------------|----:|
|Avg.               |22.57|
|IFEval (0-Shot)    |38.52|
|BBH (3-Shot)       |34.07|
|MATH Lvl 5 (4-Shot)|12.46|
|GPQA (0-shot)      | 9.40|
|MuSR (0-shot)      |11.28|
|MMLU-PRO (5-shot)  |29.69|