README.md

---
license: other
model-index:
- name: SUS-Chat-72B
  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: 66.3
      name: normalized accuracy
    source:
      url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=SUSTech/SUS-Chat-72B
      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: 84.96
      name: normalized accuracy
    source:
      url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=SUSTech/SUS-Chat-72B
      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: 76.7
      name: accuracy
    source:
      url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=SUSTech/SUS-Chat-72B
      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: 60.27
    source:
      url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=SUSTech/SUS-Chat-72B
      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: 83.43
      name: accuracy
    source:
      url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=SUSTech/SUS-Chat-72B
      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: 9.4
      name: accuracy
    source:
      url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=SUSTech/SUS-Chat-72B
      name: Open LLM Leaderboard
---
---
---
# 🐷SUS-Chat: Instruction tuning done right

<Warning>
not currently in use
</Warning>



<p align="left">
中文</a>&nbsp ｜ &nbsp<a href="README.md">English</a>&nbsp
</p>

<br><br>

<div align="center">

<p align="center">
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<img src="https://github.com/SUSTech-IDEA/SUS-Chat/raw/main/assets/ccnl.png?sanitize=true" width="200px">
</p>

<div style="display: inline-block;">

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<div style="display: inline-block;">

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# 🐷SUS-Chat: Instruction tuning done right

<p align="left">
<a href="README_CN.md">中文</a>&nbsp ｜ &nbspEnglish&nbsp
</p>

<br><br>

<div align="center">

<p align="center">
<img src="https://github.com/SUSTech-IDEA/SUS-Chat/raw/main/assets/sustech.svg?sanitize=true" width="200px">
<img src="https://github.com/SUSTech-IDEA/SUS-Chat/raw/main/assets/ccnl.png?sanitize=true" width="200px">
</p>

<div style="display: inline-block;">

<a rel="noopener nofollow" href="https://github.com/SUSTech-IDEA/SUS-Chat/issues">
<img src="https://img.shields.io/github/issues/SUSTech-IDEA/SUS-Chat?logo=github" style="margin: 0 0;">
</a>

</div>

<div style="display: inline-block;">

<a href="https://huggingface.co/SUSTech">
<img src="https://img.shields.io/badge/%F0%9F%A4%97%20Hugging%20Face-SUSTech-blue" style="margin: 0 0;">
</a>

</div>

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<a rel="noopener nofollow" href="https://www.modelscope.cn/organization/sustc/">
<img src="https://img.shields.io/badge/🤖ModelScope-sustc-blue" style="margin: 0 0;">
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# News

- 2023-12-09: 🔥 `Tigerbot` variant has been
  [deleted](https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard/discussions/438),
  `SUS-Chat-34B` is now the the top-ranked LLaMA model and the
  top-ranked chat model.

- 2023-12-07: SUS-Chat-34B is now available on
  [WiseModel🧠](https://wisemodel.cn/model/SUSTech/SUS-Chat-34B).

- 2023-12-06: Try [SUS-Chat-34B
  chat-ui](https://huggingface.co/spaces/SUSTech/SUS-Chat-34B).

- 2023-12-05: SUS-Chat-34B is now available on
  [ModelScope🤖](https://www.modelscope.cn/models/SUSTC/SUS-Chat-34B/summary)

- 2023-12-05: SUS-Chat-34B is ranked 2nd in [Open LLM
  leaderboard](https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard)
  and surpassed all models under 70B.

- 2023-12-01: SUS-Chat-34B is now available on
  [HuggingFace🤗](https://huggingface.co/SUSTech/SUS-Chat-34B).

# Introduction
# [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_SUSTech__SUS-Chat-72B)

|             Metric              |Value|
|---------------------------------|----:|
|Avg.                             |63.51|
|AI2 Reasoning Challenge (25-Shot)|66.30|
|HellaSwag (10-Shot)              |84.96|
|MMLU (5-Shot)                    |76.70|
|TruthfulQA (0-shot)              |60.27|
|Winogrande (5-shot)              |83.43|
|GSM8k (5-shot)                   | 9.40|