open-compass / open-compass/opencompass

SafetyBench数据集评测bug

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#1,622 0 comments 1 reaction 1 assignee View on GitHub

@tonysy is already working on this.

Since Oct 18, 2024.

Dominant language
Python
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Description

Prerequisite
Type

I'm evaluating with the officially supported tasks/models/datasets.

Environment

{'CUDA available': True,
'CUDA_HOME': '/usr/local/cuda',
'GCC': 'gcc (Ubuntu 9.4.0-1ubuntu1~20.04.2) 9.4.0',
'GPU 0,1,2,3,4,5,6,7': 'NVIDIA A100 80GB PCIe',
'MMEngine': '0.10.5',
'MUSA available': False,
'NVCC': 'Cuda compilation tools, release 11.7, V11.7.99',
'OpenCV': '4.10.0',
'PyTorch': '2.5.0+cu124',
'PyTorch compiling details': 'PyTorch built with:\n'
' - GCC 9.3\n'
' - C++ Version: 201703\n'
' - Intel(R) oneAPI Math Kernel Library Version '
'2024.2-Product Build 20240605 for Intel(R) 64 '
'architecture applications\n'
' - Intel(R) MKL-DNN v3.5.3 (Git Hash '
'66f0cb9eb66affd2da3bf5f8d897376f04aae6af)\n'
' - OpenMP 201511 (a.k.a. OpenMP 4.5)\n'
' - LAPACK is enabled (usually provided by '
'MKL)\n'
' - NNPACK is enabled\n'
' - CPU capability usage: AVX512\n'
' - CUDA Runtime 12.4\n'
' - NVCC architecture flags: '
'-gencode;arch=compute_50,code=sm_50;-gencode;arch=compute_60,code=sm_60;-gencode;arch=compute_70,code=sm_70;-gencode;arch=compute_75,code=sm_75;-gencode;arch=compute_80,code=sm_80;-gencode;arch=compute_86,code=sm_86;-gencode;arch=compute_90,code=sm_90\n'
' - CuDNN 90.1\n'
' - Magma 2.6.1\n'
' - Build settings: BLAS_INFO=mkl, '
'BUILD_TYPE=Release, CUDA_VERSION=12.4, '
'CUDNN_VERSION=9.1.0, '
'CXX_COMPILER=/opt/rh/devtoolset-9/root/usr/bin/c++, '
'CXX_FLAGS= -D_GLIBCXX_USE_CXX11_ABI=0 '
'-fabi-version=11 -fvisibility-inlines-hidden '
'-DUSE_PTHREADPOOL -DNDEBUG -DUSE_KINETO '
'-DLIBKINETO_NOROCTRACER -DLIBKINETO_NOXPUPTI=ON '
'-DUSE_FBGEMM -DUSE_PYTORCH_QNNPACK '
'-DUSE_XNNPACK -DSYMBOLICATE_MOBILE_DEBUG_HANDLE '
'-O2 -fPIC -Wall -Wextra -Werror=return-type '
'-Werror=non-virtual-dtor -Werror=bool-operation '
'-Wnarrowing -Wno-missing-field-initializers '
'-Wno-type-limits -Wno-array-bounds '
'-Wno-unknown-pragmas -Wno-unused-parameter '
'-Wno-strict-overflow -Wno-strict-aliasing '
'-Wno-stringop-overflow -Wsuggest-override '
'-Wno-psabi -Wno-error=old-style-cast '
'-Wno-missing-braces -fdiagnostics-color=always '
'-faligned-new -Wno-unused-but-set-variable '
'-Wno-maybe-uninitialized -fno-math-errno '
'-fno-trapping-math -Werror=format '
'-Wno-stringop-overflow, LAPACK_INFO=mkl, '
'PERF_WITH_AVX=1, PERF_WITH_AVX2=1, '
'TORCH_VERSION=2.5.0, USE_CUDA=ON, USE_CUDNN=ON, '
'USE_CUSPARSELT=1, USE_EXCEPTION_PTR=1, '
'USE_GFLAGS=OFF, USE_GLOG=OFF, USE_GLOO=ON, '
'USE_MKL=ON, USE_MKLDNN=ON, USE_MPI=OFF, '
'USE_NCCL=1, USE_NNPACK=ON, USE_OPENMP=ON, '
'USE_ROCM=OFF, USE_ROCM_KERNEL_ASSERT=OFF, \n',
'Python': '3.10.15 (main, Oct 3 2024, 07:27:34) [GCC 11.2.0]',
'TorchVision': '0.20.0+cu124',
'lmdeploy': "not installed:No module named 'lmdeploy'",
'numpy_random_seed': 2147483648,
'opencompass': '0.3.3+dd0b655',
'sys.platform': 'linux',
'transformers': '4.45.2'}

Reproduces the problem - code/configuration sample

opencompass --models hf_internlm2_5_1_8b_chat --datasets safety_gen

Reproduces the problem - command or script

opencompass --models hf_internlm2_5_1_8b_chat --datasets safety_gen

Reproduces the problem - error message

assert dataset_name, f'No valid url for {data_path}!\n' +
AssertionError: No valid url for ./data/safety.txt!
Please make sure ./data/safety.txt is correct

Other information

按照https://hub.opencompass.org.cn/dataset-detail/SafetyBench显示,opencompass支持SafetyBench的评测。
但是通过python tools/list_configs.py safety 命令 ,
搜到的结果为

+-------------------+----------------------------------------------+
| Dataset           | Config Path                                  |
|-------------------+----------------------------------------------|
| safety_gen        | configs/datasets/safety/safety_gen.py        |
| safety_gen_7ce197 | configs/datasets/safety/safety_gen_7ce197.py |
+-------------------+----------------------------------------------+

在设置--dataset为safety_gen后,报错

AssertionError: No valid url for ./data/safety.txt!
Please make sure  `./data/safety.txt` is correct

查阅后也发现下载的数据集data目录中没有safety.txt这个文件,
想请问一下如何正确评测SafetyBench数据集。

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