README.md

---
base_model:
- SentientAGI/Dobby-Mini-Unhinged-Llama-3.1-8B
- DreadPoor/BaeZel-8B-LINEAR
- DreadPoor/Rusted_Platinum-8B-LINEAR
- DreadPoor/Aspire-8B-model_stock
- DreadPoor/H_the_eighth-8B-LINEAR
library_name: transformers
tags:
- mergekit
- merge
model-index:
- name: inexpertus-8B-Model_Stock
  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: 77.95
      name: averaged accuracy
    source:
      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard#/?search=DreadPoor%2Finexpertus-8B-Model_Stock
      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: 32.46
      name: normalized accuracy
    source:
      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard#/?search=DreadPoor%2Finexpertus-8B-Model_Stock
      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: 17.07
      name: exact match
    source:
      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard#/?search=DreadPoor%2Finexpertus-8B-Model_Stock
      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: 7.94
      name: acc_norm
    source:
      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard#/?search=DreadPoor%2Finexpertus-8B-Model_Stock
      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: 11.81
      name: acc_norm
    source:
      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard#/?search=DreadPoor%2Finexpertus-8B-Model_Stock
      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: 31.01
      name: accuracy
    source:
      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard#/?search=DreadPoor%2Finexpertus-8B-Model_Stock
      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 [Model Stock](https://arxiv.org/abs/2403.19522) merge method using [DreadPoor/Rusted_Platinum-8B-LINEAR](https://huggingface.co/DreadPoor/Rusted_Platinum-8B-LINEAR) as a base.

### Models Merged

The following models were included in the merge:
* [SentientAGI/Dobby-Mini-Unhinged-Llama-3.1-8B](https://huggingface.co/SentientAGI/Dobby-Mini-Unhinged-Llama-3.1-8B)
* [DreadPoor/BaeZel-8B-LINEAR](https://huggingface.co/DreadPoor/BaeZel-8B-LINEAR)
* [DreadPoor/Aspire-8B-model_stock](https://huggingface.co/DreadPoor/Aspire-8B-model_stock)
* [DreadPoor/H_the_eighth-8B-LINEAR](https://huggingface.co/DreadPoor/H_the_eighth-8B-LINEAR)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
models:
  - model: DreadPoor/BaeZel-8B-LINEAR
  - model: DreadPoor/H_the_eighth-8B-LINEAR
  - model: SentientAGI/Dobby-Mini-Unhinged-Llama-3.1-8B
  - model: DreadPoor/Aspire-8B-model_stock
merge_method: model_stock
base_model: DreadPoor/Rusted_Platinum-8B-LINEAR
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/DreadPoor__inexpertus-8B-Model_Stock-details)!
Summarized results can be found [here](https://huggingface.co/datasets/open-llm-leaderboard/contents/viewer/default/train?q=DreadPoor%2Finexpertus-8B-Model_Stock&sort[column]=Average%20%E2%AC%86%EF%B8%8F&sort[direction]=desc)!

|      Metric       |Value (%)|
|-------------------|--------:|
|**Average**        |    29.71|
|IFEval (0-Shot)    |    77.95|
|BBH (3-Shot)       |    32.46|
|MATH Lvl 5 (4-Shot)|    17.07|
|GPQA (0-shot)      |     7.94|
|MuSR (0-shot)      |    11.81|
|MMLU-PRO (5-shot)  |    31.01|