README.md

---
library_name: transformers
tags:
- mergekit
- merge
base_model:
- flammenai/flammen15-gutenberg-DPO-v1-7B
- Nitral-AI/Visual-LaylelemonMaidRP-7B
- Eric111/CatunaLaserPi
model-index:
- name: LayleleFlamPi
  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: 42.84
      name: strict accuracy
    source:
      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=Stark2008/LayleleFlamPi
      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: 31.21
      name: normalized accuracy
    source:
      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=Stark2008/LayleleFlamPi
      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: 5.59
      name: exact match
    source:
      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=Stark2008/LayleleFlamPi
      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: 4.7
      name: acc_norm
    source:
      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=Stark2008/LayleleFlamPi
      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: 16.57
      name: acc_norm
    source:
      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=Stark2008/LayleleFlamPi
      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: 23.26
      name: accuracy
    source:
      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=Stark2008/LayleleFlamPi
      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 [TIES](https://arxiv.org/abs/2306.01708) merge method using [flammenai/flammen15-gutenberg-DPO-v1-7B](https://huggingface.co/flammenai/flammen15-gutenberg-DPO-v1-7B) as a base.

### Models Merged

The following models were included in the merge:
* [Nitral-AI/Visual-LaylelemonMaidRP-7B](https://huggingface.co/Nitral-AI/Visual-LaylelemonMaidRP-7B)
* [Eric111/CatunaLaserPi](https://huggingface.co/Eric111/CatunaLaserPi)

### Configuration

The following YAML configuration was used to produce this model:

```yaml

models:
  - model: Nitral-AI/Visual-LaylelemonMaidRP-7B
    parameters:
      density: 0.5
      weight: 0.8
  - model: flammenai/flammen15-gutenberg-DPO-v1-7B
    parameters:
      density: 0.5
      weight: 1.02272727255
  - model: Eric111/CatunaLaserPi
    parameters:
      density: 0.5
      weight: 0.875

merge_method: ties
base_model: flammenai/flammen15-gutenberg-DPO-v1-7B
parameters:
  normalize: true
  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/details_Stark2008__LayleleFlamPi)

|      Metric       |Value|
|-------------------|----:|
|Avg.               |20.69|
|IFEval (0-Shot)    |42.84|
|BBH (3-Shot)       |31.21|
|MATH Lvl 5 (4-Shot)| 5.59|
|GPQA (0-shot)      | 4.70|
|MuSR (0-shot)      |16.57|
|MMLU-PRO (5-shot)  |23.26|