README.md

---
base_model:
- failspy/Llama-3-8B-Instruct-MopeyMule
- NousResearch/DeepHermes-3-Llama-3-8B-Preview
library_name: transformers
tags:
- mergekit
- merge
license: llama3
model-index:
- name: Llama-3-8B-Instruct-MultiMoose
  results:
  - task:
      type: text-generation
      name: Text Generation
    dataset:
      name: IFEval (0-Shot)
      type: wis-k/instruction-following-eval
      split: train
      args:
        num_few_shot: 0
    metrics:
    - type: inst_level_strict_acc and prompt_level_strict_acc
      value: 23.18
      name: averaged accuracy
    source:
      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard#/?search=stupidity-ai%2FLlama-3-8B-Instruct-MultiMoose
      name: Open LLM Leaderboard
  - task:
      type: text-generation
      name: Text Generation
    dataset:
      name: BBH (3-Shot)
      type: SaylorTwift/bbh
      split: test
      args:
        num_few_shot: 3
    metrics:
    - type: acc_norm
      value: 1.21
      name: normalized accuracy
    source:
      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard#/?search=stupidity-ai%2FLlama-3-8B-Instruct-MultiMoose
      name: Open LLM Leaderboard
  - task:
      type: text-generation
      name: Text Generation
    dataset:
      name: MATH Lvl 5 (4-Shot)
      type: lighteval/MATH-Hard
      split: test
      args:
        num_few_shot: 4
    metrics:
    - type: exact_match
      value: 0.0
      name: exact match
    source:
      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard#/?search=stupidity-ai%2FLlama-3-8B-Instruct-MultiMoose
      name: Open LLM Leaderboard
  - task:
      type: text-generation
      name: Text Generation
    dataset:
      name: GPQA (0-shot)
      type: Idavidrein/gpqa
      split: train
      args:
        num_few_shot: 0
    metrics:
    - type: acc_norm
      value: 0.45
      name: acc_norm
    source:
      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard#/?search=stupidity-ai%2FLlama-3-8B-Instruct-MultiMoose
      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: 2.73
      name: acc_norm
    source:
      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard#/?search=stupidity-ai%2FLlama-3-8B-Instruct-MultiMoose
      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: 1.04
      name: accuracy
    source:
      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard#/?search=stupidity-ai%2FLlama-3-8B-Instruct-MultiMoose
      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 [Multiplicative Model Merger](https://example.com/docs) merge method.

### Models Merged

The following models were included in the merge:
* [failspy/Llama-3-8B-Instruct-MopeyMule](https://huggingface.co/failspy/Llama-3-8B-Instruct-MopeyMule)
* [NousResearch/DeepHermes-3-Llama-3-8B-Preview](https://huggingface.co/NousResearch/DeepHermes-3-Llama-3-8B-Preview)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
merge_method: mult
models:
  - model: failspy/Llama-3-8B-Instruct-MopeyMule
  - model: NousResearch/DeepHermes-3-Llama-3-8B-Preview
parameters:
  scale: 3 # adjust as needed
  normalize: true

```
# [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/stupidity-ai__Llama-3-8B-Instruct-MultiMoose-details)!
Summarized results can be found [here](https://huggingface.co/datasets/open-llm-leaderboard/contents/viewer/default/train?q=stupidity-ai%2FLlama-3-8B-Instruct-MultiMoose&sort[column]=Average%20%E2%AC%86%EF%B8%8F&sort[direction]=desc)!

|      Metric       |Value (%)|
|-------------------|--------:|
|**Average**        |     4.77|
|IFEval (0-Shot)    |    23.18|
|BBH (3-Shot)       |     1.21|
|MATH Lvl 5 (4-Shot)|     0.00|
|GPQA (0-shot)      |     0.45|
|MuSR (0-shot)      |     2.73|
|MMLU-PRO (5-shot)  |     1.04|