---
license: apache-2.0
library_name: transformers
tags:
- mergekit
- merge
base_model:
- DreadPoor/LemonP-8B-Model_Stock
- DreadPoor/Heart_Stolen1.1-8B-Model_Stock
- unsloth/Meta-Llama-3.1-8B
- DreadPoor/Aspire_1.3-8B_model-stock
model-index:
- name: L3.1-BaeZel-8B-Della
  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: 51.8
      name: strict accuracy
    source:
      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=DreadPoor/L3.1-BaeZel-8B-Della
      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: 35.16
      name: normalized accuracy
    source:
      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=DreadPoor/L3.1-BaeZel-8B-Della
      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: 16.92
      name: exact match
    source:
      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=DreadPoor/L3.1-BaeZel-8B-Della
      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: 9.28
      name: acc_norm
    source:
      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=DreadPoor/L3.1-BaeZel-8B-Della
      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: 11.6
      name: acc_norm
    source:
      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=DreadPoor/L3.1-BaeZel-8B-Della
      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: 32.25
      name: accuracy
    source:
      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=DreadPoor/L3.1-BaeZel-8B-Della
      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 della merge method using [unsloth/Meta-Llama-3.1-8B](https://huggingface.co/unsloth/Meta-Llama-3.1-8B) as a base.

### Models Merged

The following models were included in the merge:
* [DreadPoor/LemonP-8B-Model_Stock](https://huggingface.co/DreadPoor/LemonP-8B-Model_Stock)
* [DreadPoor/Heart_Stolen1.1-8B-Model_Stock](https://huggingface.co/DreadPoor/Heart_Stolen1.1-8B-Model_Stock)
* [DreadPoor/Aspire_1.3-8B_model-stock](https://huggingface.co/DreadPoor/Aspire_1.3-8B_model-stock)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
models:
  - model: DreadPoor/Aspire_1.3-8B_model-stock
    parameters:
      weight: 1.0
  - model: DreadPoor/LemonP-8B-Model_Stock
    parameters:
      weight: 1.0
  - model: DreadPoor/Heart_Stolen1.1-8B-Model_Stock
    parameters:
      weight: 1.0
merge_method: della
base_model: unsloth/Meta-Llama-3.1-8B
parameters:
  density: 1
  lambda: 1.05
  epsilon: 0.04
  normalize: true
  int8_mask: true
dtype: float32
out_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_DreadPoor__L3.1-BaeZel-8B-Della)

|      Metric       |Value|
|-------------------|----:|
|Avg.               |26.17|
|IFEval (0-Shot)    |51.80|
|BBH (3-Shot)       |35.16|
|MATH Lvl 5 (4-Shot)|16.92|
|GPQA (0-shot)      | 9.28|
|MuSR (0-shot)      |11.60|
|MMLU-PRO (5-shot)  |32.25|