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---
license: apache-2.0
library_name: transformers
tags:
- mergekit
- merge
- not-for-all-audiences
base_model:
- Infermatic/MN-12B-Inferor-v0.1
- Khetterman/DarkAtom-12B-v3
- bamec66557/VICIOUS_MESH-12B-BETA
model-index:
- name: VICIOUS_MESH-12B-GAMMA
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: 63.62
name: strict accuracy
source:
url: >-
https://huggingface.co./spaces/open-llm-leaderboard/open_llm_leaderboard?query=bamec66557/VICIOUS_MESH-12B-GAMMA
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: 31.49
name: normalized accuracy
source:
url: >-
https://huggingface.co./spaces/open-llm-leaderboard/open_llm_leaderboard?query=bamec66557/VICIOUS_MESH-12B-GAMMA
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: 12.16
name: exact match
source:
url: >-
https://huggingface.co./spaces/open-llm-leaderboard/open_llm_leaderboard?query=bamec66557/VICIOUS_MESH-12B-GAMMA
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: 8.5
name: acc_norm
source:
url: >-
https://huggingface.co./spaces/open-llm-leaderboard/open_llm_leaderboard?query=bamec66557/VICIOUS_MESH-12B-GAMMA
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: 15.21
name: acc_norm
source:
url: >-
https://huggingface.co./spaces/open-llm-leaderboard/open_llm_leaderboard?query=bamec66557/VICIOUS_MESH-12B-GAMMA
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: 29.62
name: accuracy
source:
url: >-
https://huggingface.co./spaces/open-llm-leaderboard/open_llm_leaderboard?query=bamec66557/VICIOUS_MESH-12B-GAMMA
name: Open LLM Leaderboard
datasets:
- open-llm-leaderboard/bamec66557__VICIOUS_MESH-12B-GAMMA-details
language:
- en
---
# 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:
* [Infermatic/MN-12B-Inferor-v0.1](https://huggingface.co./Infermatic/MN-12B-Inferor-v0.1)
* [bamec66557/VICIOUS_MESH-12B-BETA](https://huggingface.co./bamec66557/VICIOUS_MESH-12B-BETA)
### 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-BETA
parameters:
density: 0.5
weight: 0.5
merge_method: ties
base_model: Khetterman/DarkAtom-12B-v3
parameters:
normalize: false
int8_mask: false
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-GAMMA-details)
| Metric |Value|
|-------------------|----:|
|Avg. |26.77|
|IFEval (0-Shot) |63.62|
|BBH (3-Shot) |31.49|
|MATH Lvl 5 (4-Shot)|12.16|
|GPQA (0-shot) | 8.50|
|MuSR (0-shot) |15.21|
|MMLU-PRO (5-shot) |29.62| |