README.md

---
base_model:
- meta-llama/Llama-3.1-8B
- grimjim/SauerHuatuoSkywork-o1-Llama-3.1-8B
- deepseek-ai/DeepSeek-R1-Distill-Llama-8B
library_name: transformers
pipeline_tag: text-generation
tags:
- mergekit
- merge
license: llama3.1
model-index:
- name: DeepSauerHuatuoSkywork-R1-o1-Llama-3.1-8B
  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: 47.97
      name: averaged accuracy
    source:
      url: https://huggingface.co./spaces/open-llm-leaderboard/open_llm_leaderboard#/?search=grimjim%2FDeepSauerHuatuoSkywork-R1-o1-Llama-3.1-8B
      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: 32.77
      name: normalized accuracy
    source:
      url: https://huggingface.co./spaces/open-llm-leaderboard/open_llm_leaderboard#/?search=grimjim%2FDeepSauerHuatuoSkywork-R1-o1-Llama-3.1-8B
      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: 21.98
      name: exact match
    source:
      url: https://huggingface.co./spaces/open-llm-leaderboard/open_llm_leaderboard#/?search=grimjim%2FDeepSauerHuatuoSkywork-R1-o1-Llama-3.1-8B
      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: 11.74
      name: acc_norm
    source:
      url: https://huggingface.co./spaces/open-llm-leaderboard/open_llm_leaderboard#/?search=grimjim%2FDeepSauerHuatuoSkywork-R1-o1-Llama-3.1-8B
      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: 14.1
      name: acc_norm
    source:
      url: https://huggingface.co./spaces/open-llm-leaderboard/open_llm_leaderboard#/?search=grimjim%2FDeepSauerHuatuoSkywork-R1-o1-Llama-3.1-8B
      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: 32.85
      name: accuracy
    source:
      url: https://huggingface.co./spaces/open-llm-leaderboard/open_llm_leaderboard#/?search=grimjim%2FDeepSauerHuatuoSkywork-R1-o1-Llama-3.1-8B
      name: Open LLM Leaderboard
---
# DeepSauerHuatuoSkywork-R1-o1-Llama-3.1-8B

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

DeepSeek-R1-Distill-Llama-8B has been merged in at low weight in hopes of increasing the reasoning capability of the resulting model.

Built with Llama.

## Merge Details
### Merge Method

This model was merged using the [task arithmetic](https://arxiv.org/abs/2212.04089) merge method using [meta-llama/Llama-3.1-8B](https://huggingface.co./meta-llama/Llama-3.1-8B) as a base.

### Models Merged

The following models were included in the merge:
* [grimjim/SauerHuatuoSkywork-o1-Llama-3.1-8B](https://huggingface.co./grimjim/SauerHuatuoSkywork-o1-Llama-3.1-8B)
* [deepseek-ai/DeepSeek-R1-Distill-Llama-8B](https://huggingface.co./deepseek-ai/DeepSeek-R1-Distill-Llama-8B)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
base_model: meta-llama/Llama-3.1-8B
dtype: bfloat16
merge_method: task_arithmetic
parameters:
  normalize: true
models:
  - model: meta-llama/Llama-3.1-8B
  - model: deepseek-ai/DeepSeek-R1-Distill-Llama-8B
    parameters:
      weight: 0.1
  - model: grimjim/SauerHuatuoSkywork-o1-Llama-3.1-8B
    parameters:
      weight: 0.9

```

# [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/grimjim__DeepSauerHuatuoSkywork-R1-o1-Llama-3.1-8B-details)!
Summarized results can be found [here](https://huggingface.co./datasets/open-llm-leaderboard/contents/viewer/default/train?q=grimjim%2FDeepSauerHuatuoSkywork-R1-o1-Llama-3.1-8B&sort[column]=Average%20%E2%AC%86%EF%B8%8F&sort[direction]=desc)!

|      Metric       |Value (%)|
|-------------------|--------:|
|**Average**        |    26.90|
|IFEval (0-Shot)    |    47.97|
|BBH (3-Shot)       |    32.77|
|MATH Lvl 5 (4-Shot)|    21.98|
|GPQA (0-shot)      |    11.74|
|MuSR (0-shot)      |    14.10|
|MMLU-PRO (5-shot)  |    32.85|