README.md

---
base_model:
- DreadPoor/LemonP-8B-Model_Stock
- SentientAGI/Dobby-Mini-Leashed-Llama-3.1-8B
- FuseAI/FuseChat-Llama-3.1-8B-SFT
- Nexesenex/Llama_3.1_8b_DodoWild_v2.01
- djuna/L3.1-Romes-Ninomos
- Casual-Autopsy/L3-Umbral-Mind-RP-v3.0-8B
library_name: transformers
tags:
- mergekit
- merge
model-index:
- name: ichor_1.1-8B-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: 80.96
      name: averaged accuracy
    source:
      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard#/?search=DreadPoor%2Fichor_1.1-8B-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: 32.62
      name: normalized accuracy
    source:
      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard#/?search=DreadPoor%2Fichor_1.1-8B-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: 17.75
      name: exact match
    source:
      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard#/?search=DreadPoor%2Fichor_1.1-8B-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: 7.49
      name: acc_norm
    source:
      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard#/?search=DreadPoor%2Fichor_1.1-8B-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: 9.55
      name: acc_norm
    source:
      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard#/?search=DreadPoor%2Fichor_1.1-8B-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: 31.73
      name: accuracy
    source:
      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard#/?search=DreadPoor%2Fichor_1.1-8B-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 [FuseAI/FuseChat-Llama-3.1-8B-SFT](https://huggingface.co/FuseAI/FuseChat-Llama-3.1-8B-SFT) 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)
* [SentientAGI/Dobby-Mini-Leashed-Llama-3.1-8B](https://huggingface.co/SentientAGI/Dobby-Mini-Leashed-Llama-3.1-8B)
* [Nexesenex/Llama_3.1_8b_DodoWild_v2.01](https://huggingface.co/Nexesenex/Llama_3.1_8b_DodoWild_v2.01)
* [djuna/L3.1-Romes-Ninomos](https://huggingface.co/djuna/L3.1-Romes-Ninomos)
* [Casual-Autopsy/L3-Umbral-Mind-RP-v3.0-8B](https://huggingface.co/Casual-Autopsy/L3-Umbral-Mind-RP-v3.0-8B)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
models:
  - model: Casual-Autopsy/L3-Umbral-Mind-RP-v3.0-8B
  - model: DreadPoor/LemonP-8B-Model_Stock
  - model: SentientAGI/Dobby-Mini-Leashed-Llama-3.1-8B
  - model: djuna/L3.1-Romes-Ninomos
  - model: Nexesenex/Llama_3.1_8b_DodoWild_v2.01
merge_method: model_stock
base_model: FuseAI/FuseChat-Llama-3.1-8B-SFT
normalize: false
filter_wise: true
chat_template: "auto"
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__ichor_1.1-8B-Model_Stock-details)!
Summarized results can be found [here](https://huggingface.co/datasets/open-llm-leaderboard/contents/viewer/default/train?q=DreadPoor%2Fichor_1.1-8B-Model_Stock&sort[column]=Average%20%E2%AC%86%EF%B8%8F&sort[direction]=desc)!

|      Metric       |Value (%)|
|-------------------|--------:|
|**Average**        |    30.02|
|IFEval (0-Shot)    |    80.96|
|BBH (3-Shot)       |    32.62|
|MATH Lvl 5 (4-Shot)|    17.75|
|GPQA (0-shot)      |     7.49|
|MuSR (0-shot)      |     9.55|
|MMLU-PRO (5-shot)  |    31.73|