---
license: apache-2.0
library_name: transformers
tags:
- mergekit
- merge
- not-for-all-audiences
base_model:
- bamec66557/VICIOUS_MESH-12B-ALPHA
- Infermatic/MN-12B-Inferor-v0.1
- Khetterman/DarkAtom-12B-v3
model-index:
- name: VICIOUS_MESH-12B-BETA
  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: 67.21
      name: strict accuracy
    source:
      url: >-
        https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=bamec66557/VICIOUS_MESH-12B-BETA
      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: 31.36
      name: normalized accuracy
    source:
      url: >-
        https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=bamec66557/VICIOUS_MESH-12B-BETA
      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: 12.08
      name: exact match
    source:
      url: >-
        https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=bamec66557/VICIOUS_MESH-12B-BETA
      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: 8.84
      name: acc_norm
    source:
      url: >-
        https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=bamec66557/VICIOUS_MESH-12B-BETA
      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: 14.34
      name: acc_norm
    source:
      url: >-
        https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=bamec66557/VICIOUS_MESH-12B-BETA
      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: 29.76
      name: accuracy
    source:
      url: >-
        https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=bamec66557/VICIOUS_MESH-12B-BETA
      name: Open LLM Leaderboard
datasets:
- open-llm-leaderboard/bamec66557__VICIOUS_MESH-12B-BETA-details
- open-llm-leaderboard/bamec66557__VICIOUS_MESH-12B-ALPHA-details
language:
- en
- ja
- ru
- zh
- ko
- es
---
<a href="#" target="_blank"><img src="https://huggingface.co/bamec66557/MISCHIEVOUS-12B/resolve/main/00001-321918068.gif"></a>


# [GGUF] 

* [ Q4_K_M.gguf ](https://huggingface.co/bamec66557/VICIOUS_MESH-12B-BETA-Q4_K_M-GGUF)


# 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 [TIES](https://arxiv.org/abs/2306.01708) merge method using [Khetterman/DarkAtom-12B-v3](https://huggingface.co/Khetterman/DarkAtom-12B-v3) as a base.

### Models Merged

The following models were included in the merge:
* [bamec66557/VICIOUS_MESH-12B-ALPHA](https://huggingface.co/bamec66557/VICIOUS_MESH-12B-ALPHA)
* [Infermatic/MN-12B-Inferor-v0.1](https://huggingface.co/Infermatic/MN-12B-Inferor-v0.1)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
models:
  - model: Khetterman/DarkAtom-12B-v3
    #no parameters necessary for base model
  - model: Infermatic/MN-12B-Inferor-v0.1
    parameters:
      density: 0.5
      weight: 0.5
  - model: bamec66557/VICIOUS_MESH-12B-ALPHA
    parameters:
      density: 0.5
      weight: 0.5

merge_method: ties
base_model: Khetterman/DarkAtom-12B-v3
parameters:
  normalize: false
  int8_mask: true
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__VICIOUS_MESH-12B-BETA-details)

|      Metric       |Value|
|-------------------|----:|
|Avg.               |27.26|
|IFEval (0-Shot)    |67.21|
|BBH (3-Shot)       |31.36|
|MATH Lvl 5 (4-Shot)|12.08|
|GPQA (0-shot)      | 8.84|
|MuSR (0-shot)      |14.34|
|MMLU-PRO (5-shot)  |29.76|