作业链接： Tutorial/opencompass/homework.md at camp2 · InternLM/Tutorial · GitHub

项目链接： GitHub - open-compass/opencompass: OpenCompass is an LLM evaluation platform, supporting a wide range of models (Llama3, Mistral, InternLM2,GPT-4,LLaMa2, Qwen,GLM, Claude, etc) over 100+ datasets.

模型评估实战

* 环境配置

studio-conda -o internlm-base -t opencompass
source activate opencompass

安装opencompass 

git clone -b 0.2.4 https://github.com/open-compass/opencompass
cd opencompass
pip install -e .

 准备数据

cp /share/temp/datasets/OpenCompassData-core-20231110.zip /root/opencompass/
unzip OpenCompassData-core-20231110.zip

 启动评测

```
python run.py --datasets ceval_gen --hf-path /share/new_models/Shanghai_AI_Laboratory/internlm2-chat-1_8b --tokenizer-path /share/new_models/Shanghai_AI_Laboratory/internlm2-chat-1_8b --tokenizer-kwargs padding_side='left' truncation='left' trust_remote_code=True --model-kwargs trust_remote_code=True device_map='auto' --max-seq-len 1024 --max-out-len 16 --batch-size 2 --num-gpus 1 --debug
```

过程截图如下 

评测结果显示如下

可以看到 summary 和csv被分别写入。