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--- |
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license: other |
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model-index: |
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- name: SUS-Chat-72B |
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results: |
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- task: |
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type: text-generation |
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name: Text Generation |
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dataset: |
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name: AI2 Reasoning Challenge (25-Shot) |
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type: ai2_arc |
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config: ARC-Challenge |
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split: test |
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args: |
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num_few_shot: 25 |
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metrics: |
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- type: acc_norm |
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value: 66.3 |
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name: normalized accuracy |
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source: |
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url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=SUSTech/SUS-Chat-72B |
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name: Open LLM Leaderboard |
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- task: |
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type: text-generation |
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name: Text Generation |
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dataset: |
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name: HellaSwag (10-Shot) |
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type: hellaswag |
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split: validation |
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args: |
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num_few_shot: 10 |
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metrics: |
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- type: acc_norm |
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value: 84.96 |
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name: normalized accuracy |
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source: |
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url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=SUSTech/SUS-Chat-72B |
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name: Open LLM Leaderboard |
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- task: |
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type: text-generation |
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name: Text Generation |
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dataset: |
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name: MMLU (5-Shot) |
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type: cais/mmlu |
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config: all |
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split: test |
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args: |
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num_few_shot: 5 |
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metrics: |
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- type: acc |
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value: 76.7 |
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name: accuracy |
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source: |
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url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=SUSTech/SUS-Chat-72B |
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name: Open LLM Leaderboard |
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- task: |
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type: text-generation |
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name: Text Generation |
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dataset: |
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name: TruthfulQA (0-shot) |
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type: truthful_qa |
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config: multiple_choice |
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split: validation |
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args: |
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num_few_shot: 0 |
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metrics: |
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- type: mc2 |
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value: 60.27 |
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source: |
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url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=SUSTech/SUS-Chat-72B |
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name: Open LLM Leaderboard |
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- task: |
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type: text-generation |
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name: Text Generation |
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dataset: |
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name: Winogrande (5-shot) |
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type: winogrande |
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config: winogrande_xl |
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split: validation |
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args: |
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num_few_shot: 5 |
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metrics: |
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- type: acc |
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value: 83.43 |
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name: accuracy |
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source: |
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url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=SUSTech/SUS-Chat-72B |
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name: Open LLM Leaderboard |
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- task: |
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type: text-generation |
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name: Text Generation |
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dataset: |
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name: GSM8k (5-shot) |
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type: gsm8k |
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config: main |
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split: test |
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args: |
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num_few_shot: 5 |
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metrics: |
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- type: acc |
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value: 9.4 |
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name: accuracy |
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source: |
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url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=SUSTech/SUS-Chat-72B |
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name: Open LLM Leaderboard |
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--- |
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--- |
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--- |
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# 🐷SUS-Chat: Instruction tuning done right |
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<Warning> |
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not currently in use |
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</Warning> |
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<p align="left"> |
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中文</a>  ｜  <a href="README.md">English</a>  |
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</p> |
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<br><br> |
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<div align="center"> |
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<p align="center"> |
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<img src="https://github.com/SUSTech-IDEA/SUS-Chat/raw/main/assets/sustech.svg?sanitize=true" width="200px"> |
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<img src="https://github.com/SUSTech-IDEA/SUS-Chat/raw/main/assets/ccnl.png?sanitize=true" width="200px"> |
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</p> |
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<div style="display: inline-block;"> |
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<a rel="noopener nofollow" href="https://github.com/SUSTech-IDEA/SUS-Chat/issues"> |
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<img src="https://img.shields.io/github/issues/SUSTech-IDEA/SUS-Chat?logo=github" style="margin: 0 0;"> |
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</a> |
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</div> |
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<div style="display: inline-block;"> |
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<a href="https://huggingface.co/SUSTech"> |
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<img src="https://img.shields.io/badge/%F0%9F%A4%97%20Hugging%20Face-SUSTech-blue" style="margin: 0 0;"> |
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</a> |
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</div> |
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<div style="display: inline-block;"> |
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<a rel="noopener nofollow" href="https://www.modelscope.cn/organization/sustc/"> |
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<img src="https://img.shields.io/badge/🤖ModelScope-sustc-blue" style="margin: 0 0;"> |
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</a> |
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</div> |
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<a href="https://wisemodel.cn/organization/SUSTech"> |
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<img src="https://img.shields.io/badge/WiseModel-SUSTech-blue"> </a> |
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<div style="display: inline-block;"> |
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<a rel="noopener nofollow" href="https://github.com/SUSTech-IDEA/SUS-Chat/blob/main/LICENSE"> |
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<img src="https://img.shields.io/badge/Code_License-Apache_2.0-lightblue" style="margin: 0 0;"> |
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</a> |
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</div> |
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<div style="display: inline-block;"> |
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<a rel="noopener nofollow" href="https://github.com/01-ai/Yi/blob/main/MODEL_LICENSE_AGREEMENT.txt"> |
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<img src="https://img.shields.io/badge/Model_License-Model_Agreement-lightblue" style="margin: 0 0;"> |
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</a> |
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</div> |
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<div style="display: inline-block;"> |
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<a rel="noopener nofollow" href="mailto:oss@data.sustech.edu.cn"> |
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<img src="https://img.shields.io/badge/✉️-data@sustech.edu.cn-FFE01B" style="margin: 0 0;"> |
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</a> |
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</div> |
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</div> |
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# 🐷SUS-Chat: Instruction tuning done right |
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<p align="left"> |
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<a href="README_CN.md">中文</a>  ｜  English  |
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</p> |
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<br><br> |
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<div align="center"> |
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<p align="center"> |
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<img src="https://github.com/SUSTech-IDEA/SUS-Chat/raw/main/assets/sustech.svg?sanitize=true" width="200px"> |
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<img src="https://github.com/SUSTech-IDEA/SUS-Chat/raw/main/assets/ccnl.png?sanitize=true" width="200px"> |
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</p> |
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<div style="display: inline-block;"> |
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<a rel="noopener nofollow" href="https://github.com/SUSTech-IDEA/SUS-Chat/issues"> |
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<img src="https://img.shields.io/github/issues/SUSTech-IDEA/SUS-Chat?logo=github" style="margin: 0 0;"> |
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</a> |
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</div> |
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<div style="display: inline-block;"> |
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<a href="https://huggingface.co/SUSTech"> |
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<img src="https://img.shields.io/badge/%F0%9F%A4%97%20Hugging%20Face-SUSTech-blue" style="margin: 0 0;"> |
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</a> |
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</div> |
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<div style="display: inline-block;"> |
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<a rel="noopener nofollow" href="https://www.modelscope.cn/organization/sustc/"> |
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<img src="https://img.shields.io/badge/🤖ModelScope-sustc-blue" style="margin: 0 0;"> |
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</a> |
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</div> |
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<a href="https://wisemodel.cn/organization/SUSTech"> |
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<img src="https://img.shields.io/badge/WiseModel-SUSTech-blue"> </a> |
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<div style="display: inline-block;"> |
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<a rel="noopener nofollow" href="https://github.com/SUSTech-IDEA/SUS-Chat/blob/main/LICENSE"> |
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<img src="https://img.shields.io/badge/Code_License-Apache_2.0-lightblue" style="margin: 0 0;"> |
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</a> |
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</div> |
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<div style="display: inline-block;"> |
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<a rel="noopener nofollow" href="https://github.com/01-ai/Yi/blob/main/MODEL_LICENSE_AGREEMENT.txt"> |
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<img src="https://img.shields.io/badge/Model_License-Model_Agreement-lightblue" style="margin: 0 0;"> |
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</a> |
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</div> |
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<div style="display: inline-block;"> |
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<a rel="noopener nofollow" href="mailto:oss@data.sustech.edu.cn"> |
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<img src="https://img.shields.io/badge/✉️-data@sustech.edu.cn-FFE01B" style="margin: 0 0;"> |
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</a> |
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</div> |
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</div> |
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# News |
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- 2023-12-09: 🔥 `Tigerbot` variant has been |
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[deleted](https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard/discussions/438), |
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`SUS-Chat-34B` is now the the top-ranked LLaMA model and the |
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top-ranked chat model. |
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- 2023-12-07: SUS-Chat-34B is now available on |
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[WiseModel🧠](https://wisemodel.cn/model/SUSTech/SUS-Chat-34B). |
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- 2023-12-06: Try [SUS-Chat-34B |
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chat-ui](https://huggingface.co/spaces/SUSTech/SUS-Chat-34B). |
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- 2023-12-05: SUS-Chat-34B is now available on |
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[ModelScope🤖](https://www.modelscope.cn/models/SUSTC/SUS-Chat-34B/summary) |
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- 2023-12-05: SUS-Chat-34B is ranked 2nd in [Open LLM |
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leaderboard](https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard) |
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and surpassed all models under 70B. |
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- 2023-12-01: SUS-Chat-34B is now available on |
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[HuggingFace🤗](https://huggingface.co/SUSTech/SUS-Chat-34B). |
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# Introduction |
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# [Open LLM Leaderboard Evaluation Results](https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard) |
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Detailed results can be found [here](https://huggingface.co/datasets/open-llm-leaderboard/details_SUSTech__SUS-Chat-72B) |
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| Metric |Value| |
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|---------------------------------|----:| |
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|Avg. |63.51| |
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|AI2 Reasoning Challenge (25-Shot)|66.30| |
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|HellaSwag (10-Shot) |84.96| |
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|MMLU (5-Shot) |76.70| |
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|TruthfulQA (0-shot) |60.27| |
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|Winogrande (5-shot) |83.43| |
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|GSM8k (5-shot) | 9.40| |
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