Repository: open-compass/opencompass
Issue: cmb_gen [bug]
Root cause: Validation Gap

### Prerequisite

- [X] I have searched [Issues](https://github.com/open-compass/opencompass/issues/) and [Discussions](https://github.com/open-compass/opencompass/discussions) but cannot get the expected help.
- [X] The bug has not been fixed in the [latest version](https://github.com/open-compass/opencompass).

### Type

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

### Environment

python -c "import opencompass.utils;import pprint;pprint.pprint(dict(opencompass.utils.collect_env()))"
{'CUDA available': True,
 'CUDA_HOME': '/usr/local/cuda',
 'GCC': 'gcc (Ubuntu 11.4.0-1ubuntu1~22.04) 11.4.0',
 'GPU 0,1,2,3': 'Tesla P40',
 'MMEngine': '0.10.4',
 'MUSA available': False,
 'NVCC': 'Cuda compilation tools, release 11.7, V11.7.64',
 'OpenCV': '4.9.0',
 'PyTorch': '2.0.1+cu117',
 'PyTorch compiling details': 'PyTorch built with:\n'
                              '  - GCC 9.3\n'
                              '  - C++ Version: 201703\n'
                              '  - Intel(R) oneAPI Math Kernel Library Version '
                              '2023.1-Product Build 20230303 for Intel(R) 64 '
                              'architecture applications\n'
                              '  - Intel(R) MKL-DNN v2.7.3 (Git Hash '
                              '6dbeffbae1f23cbbeae17adb7b5b13f1f37c080e)\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: AVX2\n'
                              '  - CUDA Runtime 11.7\n'
                              '  - NVCC architecture flags: '
                              '-gencode;arch=compute_37,code=sm_37;-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\n'
                              '  - CuDNN 8.5\n'
                              '  - Magma 2.6.1\n'
                              '  - Build settings: BLAS_INFO=mkl, '
                              'BUILD_TYPE=Release, CUDA_VERSION=11.7, '
                              'CUDNN_VERSION=8.5.0, '
                              'CXX_COMPILER=/opt/rh/devtoolset-9/root/usr/bin/c++, '
                              'CXX_FLAGS= -D_GLIBCXX_USE_CXX11_ABI=0 '
                              '-fabi-version=11 -Wno-deprecated '
                              '-fvisibility-inlines-hidden -DUSE_PTHREADPOOL '
                              '-DNDEBUG -DUSE_KINETO -DLIBKINETO_NOROCTRACER '
                              '-DUSE_FBGEMM -DUSE_QNNPACK '
                              '-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 -Wunused-local-typedefs '
                              '-Wno-unused-parameter -Wno-unused-function '
                              '-Wno-unused-result -Wno-strict-overflow '
                              '-Wno-strict-aliasing '
                              '-Wno-error=deprecated-declarations '
                              '-Wno-stringop-overflow -Wno-psabi '
                              '-Wno-error=pedantic -Wno-error=redundant-decls '
                              '-Wno-error=old-style-cast '
                              '-fdiagnostics-color=always -faligned-new '
                              '-Wno-unused-but-set-variable '
                              '-Wno-maybe-uninitialized -fno-math-errno '
                              '-fno-trapping-math -Werror=format '
                              '-Werror=cast-function-type '
                              '-Wno-stringop-overflow, LAPACK_INFO=mkl, '
                              'PERF_WITH_AVX=1, PERF_WITH_AVX2=1, '
                              'PERF_WITH_AVX512=1, '
                              'TORCH_DISABLE_GPU_ASSERTS=ON, '
                              'TORCH_VERSION=2.0.1, USE_CUDA=ON, USE_CUDNN=ON, '
                              'USE_EXCEPTION_PTR=1, USE_GFLAGS=OFF, '
                              'USE_GLOG=OFF, USE_MKL=ON, USE_MKLDNN=ON, '
                              'USE_MPI=OFF, USE_NCCL=1, USE_NNPACK=ON, '
                              'USE_OPENMP=ON, USE_ROCM=OFF, \n',
 'Python': '3.10.14 (main, May  6 2024, 19:42:50) [GCC 11.2.0]',
 'TorchVision': '0.15.2+cu117',
 'numpy_random_seed': 2147483648,
 'opencompass': '0.2.4+19d7e63',
 'sys.platform': 'linux'}


### Reproduces the problem - code/configuration sample

python run.py --datasets cmb_gen \
--hf-path /opt/models/Qwen1.5-0.5B-Chat \
--model-kwargs device_map='auto' \
--tokenizer-kwargs padding_side='left' truncation='left' use_fast=False \
--max-out-len 100 \
--max-seq-len 2048 \
--batch-size 8 \
--no-batch-padding \
--num-gpus 0
05/11 10:27:04 - OpenCompass - INFO - Loading cmb_gen: configs/datasets/cmb/cmb_gen.py
05/11 10:27:04 - OpenCompass - INFO - Loading example: configs/summarizers/example.py
05/11 10:27:04 - OpenCompass - WARNING - SlurmRunner is not used, so the partition argument is ignored.
05/11 10:27:04 - OpenCompass - INFO - Partitioned into 7 tasks.
launch OpenICLInfer[opencompass.models.huggingface.HuggingFace_models_Qwen1.5-0.5B-Chat/cmb_test_0] on CPU
launch OpenICLInfer[opencompass.models.huggingface.HuggingFace_models_Qwen1.5-0.5B-Chat/cmb_test_1] on CPU
launch OpenICLInfer[opencompass.models.huggingface.HuggingFace_models_Qwen1.5-0.5B-Chat/cmb_test_2] on CPU
launch OpenICLInfer[opencompass.models.huggingface.HuggingFace_models_Qwen1.5-0.5B-Chat/cmb_test_3] on CPU
launch OpenICLInfer[opencompass.models.huggingface.HuggingFace_models_Qwen1.5-0.5B-Chat/cmb_test_4] on CPU
launch OpenICLInfer[opencompass.models.huggingface.HuggingFace_models_Qwen1.5-0.5B-Chat/cmb_test_5] on CPU
launch OpenICLInfer[opencompass.models.huggingface.HuggingFace_models_Qwen1.5-0.5B-Chat/cmb] on CPU
  0%|                                                                                                                                      | 0/7 [00:00<?, ?it/s]                                                         05/11 10:27:31 - OpenCompass - ERROR - /software/opencompass/opencompass/runners/local.py - _launch - 206 - task OpenICLInfer[opencompass.models.huggingface.Hugg                                                         ingFace_models_Qwen1.5-0.5B-Chat/cmb_test_2] fail, see
./outputs/default/20240511_102704/logs/infer/opencompass.models.huggingface.HuggingFace_models_Qwen1.5-0.5B-Chat/cmb_test_2.out
 14%|██████████████████                                                                                                            | 1/7 [00:27<02:45, 27.63s/it]                                                         05/11 10:27:34 - OpenCompass - ERROR - /software/opencompass/opencompass/runners/local.py - _launch - 206 - task OpenICLInfer[opencompass.models.huggingface.Hugg                                                         ingFace_models_Qwen1.5-0.5B-Chat/cmb] fail, see
./outputs/default/20240511_102704/logs/infer/opencompass.models.huggingface.HuggingFace_models_Qwen1.5-0.5B-Chat/cmb.out
 29%|████████████████████████████████████                                                                                          | 2/7 [00:30<01:04, 12.91s/it]                                                         05/11 10:27:35 - OpenCompass - ERROR - /software/opencompass/opencompass/runners/local.py - _launch - 206 - task OpenICLInfer[opencompass.models.huggingface.Hugg                                                         ingFace_models_Qwen1.5-0.5B-Chat/cmb_test_5] fail, see
./outputs/default/20240511_102704/logs/infer/opencompass.models.huggingface.HuggingFace_models_Qwen1.5-0.5B-Chat/cmb_test_5.out
 43%|██████████████████████████████████████████████████████                                                                        | 3/7 [00:31<00:30,  7.71s/it]                                                         05/11 10:27:36 - OpenCompass - ERROR - /software/opencompass/opencompass/runners/local.py - _launch - 206 - task OpenICLInfer[opencompass.models.huggingface.Hugg                                                         ingFace_models_Qwen1.5-0.5B-Chat/cmb_test_3] fail, see
./outputs/default/20240511_102704/logs/infer/opencompass.models.huggingface.HuggingFace_models_Qwen1.5-0.5B-Chat/cmb_test_3.out
 57%|████████████████████████████████████████████████████████████████████████                                                      | 4/7 [00:32<00:14,  4.93s/it]                                                         05/11 10:27:36 - OpenCompass - ERROR - /software/opencompass/opencompass/runners/local.py - _launch - 206 - task OpenICLInfer[opencompass.models.huggingface.Hugg                                                         ingFace_models_Qwen1.5-0.5B-Chat/cmb_test_4] fail, see
./outputs/default/20240511_102704/logs/infer/opencompass.models.huggingface.HuggingFace_models_Qwen1.5-0.5B-Chat/cmb_test_4.out
05/11 10:27:37 - OpenCompass - ERROR - /software/opencompass/opencompass/runners/local.py - _launch - 206 - task OpenICLInfer[opencompass.models.huggingface.Hugg                                                         ingFace_models_Qwen1.5-0.5B-Chat/cmb_test_1] fail, see
./outputs/default/20240511_102704/logs/infer/opencompass.models.huggingface.HuggingFace_models_Qwen1.5-0.5B-Chat/cmb_test_1.out
 86%|████████████████████████████████████████████████████████████████████████████████████████████████████████████                  | 6/7 [00:33<00:02,  2.57s/it]                                                         05/11 10:27:38 - OpenCompass - ERROR - /software/opencompass/opencompass/runners/local.py - _launch - 206 - task OpenICLInfer[opencompass.models.huggingface.Hugg                                                         ingFace_models_Qwen1.5-0.5B-Chat/cmb_test_0] fail, see
./outputs/default/20240511_102704/logs/infer/opencompass.models.huggingface.HuggingFace_models_Qwen1.5-0.5B-Chat/cmb_test_0.out
100%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 7/7 [00:33<00:00,  4.84s/it]
05/11 10:27:38 - OpenCompass - ERROR - /software/opencompass/opencompass/runners/base.py - summarize - 64 - OpenICLInfer[opencompass.models.huggingface.HuggingFa                                                         ce_models_Qwen1.5-0.5B-Chat/cmb_test_0] failed with code 1
05/11 10:27:38 - OpenCompass - ERROR - /software/opencompass/opencompass/runners/base.py - summarize - 64 - OpenICLInfer[opencompass.models.huggingface.HuggingFa                                                         ce_models_Qwen1.5-0.5B-Chat/cmb_test_1] failed with code 1
05/11 10:27:38 - OpenCompass - ERROR - /software/opencompass/opencompass/runners/base.py - summarize - 64 - OpenICLInfer[opencompass.models.huggingface.HuggingFa                                                         ce_models_Qwen1.5-0.5B-Chat/cmb_test_2] failed with code 1
05/11 10:27:38 - OpenCompass - ERROR - /software/opencompass/opencompass/runners/base.py - summarize - 64 - OpenICLInfer[opencompass.models.huggingface.HuggingFa                                                         ce_models_Qwen1.5-0.5B-Chat/cmb_test_3] failed with code 1
05/11 10:27:38 - OpenCompass - ERROR - /software/opencompass/opencompass/runners/base.py - summarize - 64 - OpenICLInfer[opencompass.models.huggingface.HuggingFa                                                         ce_models_Qwen1.5-0.5B-Chat/cmb_test_4] failed with code 1
05/11 10:27:38 - OpenCompass - ERROR - /software/opencompass/opencompass/runners/base.py - summarize - 64 - OpenICLInfer[opencompass.models.huggingface.HuggingFa                                                         ce_models_Qwen1.5-0.5B-Chat/cmb_test_5] failed with code 1
05/11 10:27:38 - OpenCompass - ERROR - /software/opencompass/opencompass/runners/base.py - summarize - 64 - OpenICLInfer[opencompass.models.huggingface.HuggingFa                                                         ce_models_Qwen1.5-0.5B-Chat/cmb] failed with code 1
05/11 10:27:38 - OpenCompass - INFO - Partitioned into 2 tasks.
launch OpenICLEval[opencompass.models.huggingface.HuggingFace_models_Qwen1.5-0.5B-Chat/cmb] on CPU
launch OpenICLEval[opencompass.models.huggingface.HuggingFace_models_Qwen1.5-0.5B-Chat/cmb_test] on CPU
100%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 2/2 [00:11<00:00,  5.69s/it]
dataset    version    metric    mode    opencompass.models.huggingface.HuggingFace_models_Qwen1.5-0.5B-Chat
---------  ---------  --------  ------  ---------------------------------------------------------------------
cmb        -          -         -       -
cmb_test   -          -         -       -
05/11 10:27:49 - OpenCompass - INFO - write summary to /software/opencompass/outputs/default/20240511_102704/summary/summary_20240511_102704.txt
05/11 10:27:49 - OpenCompass - INFO - write csv to /software/opencompass/outputs/default/20240511_102704/summary/summary_20240511_102704.csv
(opencompass) root@jkha-W580-G20:/software/opencompass# echo $?
0


### Reproduces the problem - command or script

python run.py --datasets cmb_gen_dfb5c4 \
--hf-path /opt/models/Qwen1.5-0.5B-Chat \
--model-kwargs device_map='auto' \
--tokenizer-kwargs padding_side='left' truncation='left' use_fast=False \
--max-out-len 100 \
--max-seq-len 2048 \
--batch-size 8 \
--no-batch-padding \
--num-gpus 0


### Reproduces the problem - error message

05/11 10:37:47 - OpenCompass - INFO - write summary to /software/opencompass/outputs/default/20240511_103700/summary/summary_20240511_103700.txt
05/11 10:37:47 - OpenCompass - INFO - write csv to /software/opencompass/outputs/default/20240511_103700/summary/summary_20240511_103700.csv


### Other information

cmb_gen cmb_gen_dfb5c4