metadata

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

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 bamec66557/MNRP_0.5 as a base.

Models Merged

The following models were included in the merge:

Configuration

The following YAML configuration was used to produce this model:

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

Detailed results can be found here

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