---
language:
- zh
- en
license: other
datasets:
- thomas-yanxin/MT-SFT-ShareGPT
model-index:
- name: XinYuan-Qwen2.5-7B-0917
  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: 35.77
      name: strict accuracy
    source:
      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=thomas-yanxin/XinYuan-Qwen2.5-7B-0917
      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: 33.44
      name: normalized accuracy
    source:
      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=thomas-yanxin/XinYuan-Qwen2.5-7B-0917
      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: 0.0
      name: exact match
    source:
      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=thomas-yanxin/XinYuan-Qwen2.5-7B-0917
      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: 4.14
      name: acc_norm
    source:
      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=thomas-yanxin/XinYuan-Qwen2.5-7B-0917
      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: 3.68
      name: acc_norm
    source:
      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=thomas-yanxin/XinYuan-Qwen2.5-7B-0917
      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: 32.02
      name: accuracy
    source:
      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=thomas-yanxin/XinYuan-Qwen2.5-7B-0917
      name: Open LLM Leaderboard
---


The main purpose of this model is to validate the usability of [thomas-yanxin/MT-SFT-ShareGPT](https://huggingface.co/datasets/thomas-yanxin/MT-SFT-ShareGPT), i.e., the quality of the data is all you need. We found that when we meticulously extract the data through a better data governance approach, the corresponding model results can be vastly improved, even if only through SFT.

Here are the results from our OpenCompass evaluation：

| Classification | Benchmarks | Models |
| :------------: | :--------: | :--------: |
|        | 名称   | XinYuan-Qwen2-7B |
| English       | MMLU   | 73.72           |
|            | MMLU-Pro | /            |
|            | Theorem QA | /             |
|            | GPQA    | 33.04             |
|            | BBH     | 67.55            |
|        | IFEval (Prompt Strict-Acc.) | 40.48 |
|        | ARC-C   | 91.19             |
| Math       | GSM8K   | 82.94             |
|            | MATH    | 41.06            |
| Chinese       | C-EVAL  | 81.02             |
|            | CMMLU   | 80.06             |
| Code       | MBPP    | 50.6             |
|            | HumanEval | 83.99           |
# [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_thomas-yanxin__XinYuan-Qwen2.5-7B-0917)

|      Metric       |Value|
|-------------------|----:|
|Avg.               |18.18|
|IFEval (0-Shot)    |35.77|
|BBH (3-Shot)       |33.44|
|MATH Lvl 5 (4-Shot)| 0.00|
|GPQA (0-shot)      | 4.14|
|MuSR (0-shot)      | 3.68|
|MMLU-PRO (5-shot)  |32.02|