---
library_name: transformers
tags:
- mergekit
- merge
base_model:
- DavidAU/Gemma-The-Writer-Mighty-Sword-9B
- Rombo-Org/Rombo-LLM-V2.7-gemma-2-9b
- TheDrummer/Gemmasutra-9B-v1.1
- anthracite-org/magnum-v4-9b
- nbeerbower/Gemma2-Gutenberg-Doppel-9B
- allura-org/G2-9B-Aletheia-v1
model-index:
- name: Gemmadevi-Stock-10B
  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: 15.82
      name: strict accuracy
    source:
      url: https://huggingface.co./spaces/open-llm-leaderboard/open_llm_leaderboard?query=Triangle104/Gemmadevi-Stock-10B
      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: 43.62
      name: normalized accuracy
    source:
      url: https://huggingface.co./spaces/open-llm-leaderboard/open_llm_leaderboard?query=Triangle104/Gemmadevi-Stock-10B
      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: 2.79
      name: exact match
    source:
      url: https://huggingface.co./spaces/open-llm-leaderboard/open_llm_leaderboard?query=Triangle104/Gemmadevi-Stock-10B
      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: 13.76
      name: acc_norm
    source:
      url: https://huggingface.co./spaces/open-llm-leaderboard/open_llm_leaderboard?query=Triangle104/Gemmadevi-Stock-10B
      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: 17.23
      name: acc_norm
    source:
      url: https://huggingface.co./spaces/open-llm-leaderboard/open_llm_leaderboard?query=Triangle104/Gemmadevi-Stock-10B
      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: 36.24
      name: accuracy
    source:
      url: https://huggingface.co./spaces/open-llm-leaderboard/open_llm_leaderboard?query=Triangle104/Gemmadevi-Stock-10B
      name: Open LLM Leaderboard
---
# Merge

This is a merge of pre-trained language models created using [mergekit](https://github.com/cg123/mergekit).

### Merge Method

This model was merged using the [Model Stock](https://arxiv.org/abs/2403.19522) merge method using [TheDrummer/Gemmasutra-9B-v1.1](https://huggingface.co./TheDrummer/Gemmasutra-9B-v1.1) as a base.

### Models Merged

The following models were included in the merge:
* [DavidAU/Gemma-The-Writer-Mighty-Sword-9B](https://huggingface.co./DavidAU/Gemma-The-Writer-Mighty-Sword-9B)
* [Rombo-Org/Rombo-LLM-V2.7-gemma-2-9b](https://huggingface.co./Rombo-Org/Rombo-LLM-V2.7-gemma-2-9b)
* [anthracite-org/magnum-v4-9b](https://huggingface.co./anthracite-org/magnum-v4-9b)
* [nbeerbower/Gemma2-Gutenberg-Doppel-9B](https://huggingface.co./nbeerbower/Gemma2-Gutenberg-Doppel-9B)
* [allura-org/G2-9B-Aletheia-v1](https://huggingface.co./allura-org/G2-9B-Aletheia-v1)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
models:
  - model: TheDrummer/Gemmasutra-9B-v1.1
  - model: Rombo-Org/Rombo-LLM-V2.7-gemma-2-9b
  - model: allura-org/G2-9B-Aletheia-v1
  - model: anthracite-org/magnum-v4-9b
  - model: nbeerbower/Gemma2-Gutenberg-Doppel-9B
  - model: DavidAU/Gemma-The-Writer-Mighty-Sword-9B
merge_method: model_stock
base_model: TheDrummer/Gemmasutra-9B-v1.1
parameters:
    normalize: 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/Triangle104__Gemmadevi-Stock-10B-details)

|      Metric       |Value|
|-------------------|----:|
|Avg.               |21.58|
|IFEval (0-Shot)    |15.82|
|BBH (3-Shot)       |43.62|
|MATH Lvl 5 (4-Shot)| 2.79|
|GPQA (0-shot)      |13.76|
|MuSR (0-shot)      |17.23|
|MMLU-PRO (5-shot)  |36.24|