---
license: apache-2.0
datasets:
- argilla/distilabel-intel-orca-dpo-pairs
base_model: []
model-index:
- name: WestLakeX-7B-EvoMerge
  results:
  - task:
      type: text-generation
      name: Text Generation
    dataset:
      name: AI2 Reasoning Challenge (25-Shot)
      type: ai2_arc
      config: ARC-Challenge
      split: test
      args:
        num_few_shot: 25
    metrics:
    - type: acc_norm
      value: 71.42
      name: normalized accuracy
    source:
      url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=BarryFutureman/WestLakeX-7B-EvoMerge
      name: Open LLM Leaderboard
  - task:
      type: text-generation
      name: Text Generation
    dataset:
      name: HellaSwag (10-Shot)
      type: hellaswag
      split: validation
      args:
        num_few_shot: 10
    metrics:
    - type: acc_norm
      value: 88.08
      name: normalized accuracy
    source:
      url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=BarryFutureman/WestLakeX-7B-EvoMerge
      name: Open LLM Leaderboard
  - task:
      type: text-generation
      name: Text Generation
    dataset:
      name: MMLU (5-Shot)
      type: cais/mmlu
      config: all
      split: test
      args:
        num_few_shot: 5
    metrics:
    - type: acc
      value: 64.84
      name: accuracy
    source:
      url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=BarryFutureman/WestLakeX-7B-EvoMerge
      name: Open LLM Leaderboard
  - task:
      type: text-generation
      name: Text Generation
    dataset:
      name: TruthfulQA (0-shot)
      type: truthful_qa
      config: multiple_choice
      split: validation
      args:
        num_few_shot: 0
    metrics:
    - type: mc2
      value: 67.5
    source:
      url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=BarryFutureman/WestLakeX-7B-EvoMerge
      name: Open LLM Leaderboard
  - task:
      type: text-generation
      name: Text Generation
    dataset:
      name: Winogrande (5-shot)
      type: winogrande
      config: winogrande_xl
      split: validation
      args:
        num_few_shot: 5
    metrics:
    - type: acc
      value: 84.77
      name: accuracy
    source:
      url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=BarryFutureman/WestLakeX-7B-EvoMerge
      name: Open LLM Leaderboard
  - task:
      type: text-generation
      name: Text Generation
    dataset:
      name: GSM8k (5-shot)
      type: gsm8k
      config: main
      split: test
      args:
        num_few_shot: 5
    metrics:
    - type: acc
      value: 69.6
      name: accuracy
    source:
      url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=BarryFutureman/WestLakeX-7B-EvoMerge
      name: Open LLM Leaderboard
---
# WestLakeX-7B-EvoMerge
This is the result of a small-scale [EvoMerge](https://github.com/BarryFutureman/EvoMerge).\
(Experiment Conclusion: Higher mutation strength does not seem to improve performance so far. Average eval score is below all candidates in initial population. Though this is a single experiment, it is not definitive that higher mutation strength is unnecessary. For example, it could be useful at a bigger scale.)


Zoom in to view the family tree:
![image/png](https://cdn-uploads.huggingface.co/production/uploads/6599dc66eabe0f3e98de7cf6/C4DKIDjn71hf-dqBlg75O.png)
# [Open LLM Leaderboard Evaluation Results](https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard)
Detailed results can be found [here](https://huggingface.co/datasets/open-llm-leaderboard/details_BarryFutureman__WestLakeX-7B-EvoMerge)

|             Metric              |Value|
|---------------------------------|----:|
|Avg.                             |74.37|
|AI2 Reasoning Challenge (25-Shot)|71.42|
|HellaSwag (10-Shot)              |88.08|
|MMLU (5-Shot)                    |64.84|
|TruthfulQA (0-shot)              |67.50|
|Winogrande (5-shot)              |84.77|
|GSM8k (5-shot)                   |69.60|