Repository: open-compass/opencompass
Issue: [Bug] AttributeError: 'str' object has no attribute 'shape'
Root cause: External Dependency Breakage

### 先决条件

- [X] 我已经搜索过 [问题](https://github.com/open-compass/opencompass/issues/) 和 [讨论](https://github.com/open-compass/opencompass/discussions) 但未得到预期的帮助。
- [X] 错误在 [最新版本](https://github.com/open-compass/opencompass) 中尚未被修复。

### 问题类型

我正在使用官方支持的任务/模型/数据集进行评估。

### 环境

{'CUDA available': True,
 'CUDA_HOME': '/usr/local/cuda-11.8',
 'GCC': 'gcc (Ubuntu 11.4.0-1ubuntu1~22.04) 11.4.0',
 'GPU 0,1': 'NVIDIA A40',
 'MMEngine': '0.10.4',
 'MUSA available': False,
 'NVCC': 'Cuda compilation tools, release 11.8, V11.8.89',
 'OpenCV': '4.10.0',
 'PyTorch': '2.2.1+cu121',
 'PyTorch compiling details': 'PyTorch built with:\n'
                              '  - GCC 9.3\n'
                              '  - C++ Version: 201703\n'
                              '  - Intel(R) oneAPI Math Kernel Library Version '
                              '2022.2-Product Build 20220804 for Intel(R) 64 '
                              'architecture applications\n'
                              '  - Intel(R) MKL-DNN v3.3.2 (Git Hash '
                              '2dc95a2ad0841e29db8b22fbccaf3e5da7992b01)\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 12.1\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 8.9.6  (built against CUDA 11.8)\n'
                              '    - Built with CuDNN 8.9.2\n'
                              '  - Magma 2.6.1\n'
                              '  - Build settings: BLAS_INFO=mkl, '
                              'BUILD_TYPE=Release, CUDA_VERSION=12.1, '
                              'CUDNN_VERSION=8.9.2, '
                              '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 -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 -Wno-unused-parameter '
                              '-Wno-unused-function -Wno-unused-result '
                              '-Wno-strict-overflow -Wno-strict-aliasing '
                              '-Wno-stringop-overflow -Wsuggest-override '
                              '-Wno-psabi -Wno-error=pedantic '
                              '-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, '
                              'PERF_WITH_AVX512=1, TORCH_VERSION=2.2.1, '
                              '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, '
                              'USE_ROCM_KERNEL_ASSERT=OFF, \n',
 'Python': '3.9.16 (main, May 15 2023, 23:46:34) [GCC 11.2.0]',
 'TorchVision': '0.17.1+cu121',
 'numpy_random_seed': 2147483648,
 'opencompass': '0.2.6+',
 'sys.platform': 'linux'}

### 重现问题 - 代码/配置示例

hf_glm4_9b_chat.py代码如下：
from opencompass.models import HuggingFacewithChatTemplate

models = [
    dict(
        type=HuggingFacewithChatTemplate,
        abbr='glm-4-9b-hf-chat',
        path='/data/whwang22/pretrained_model/glm-4-9b-chat',
        max_out_len=1024,
        batch_size=8,
        run_cfg=dict(num_gpus=1),
        stop_words=['
', '
', '
'],
    )
]
eval_chat_demo.py代码如下：
from mmengine.config import read_base

with read_base():
    from .datasets.cmb.cmb_gen_dfb5c4 import cmb_datasets
    from .models.chatglm.hf_glm4_9b_chat import models as hf_glm4_9b_models

datasets = cmb_datasets
models = hf_glm4_9b_models

### 重现问题 - 命令或脚本

python run.py configs/eval_chat_demo.py -w outputs/glm4_chat_demo --debug

### 重现问题 - 错误信息

    outputs = self.model.generate(**tokens, **generation_kwargs)
  File "/home/whwang22/.conda/envs/LLM_medicalGPT/lib/python3.9/site-packages/torch/utils/_contextlib.py", line 115, in decorate_context
    return func(*args, **kwargs)
  File "/home/whwang22/.conda/envs/LLM_medicalGPT/lib/python3.9/site-packages/transformers/generation/utils.py", line 1914, in generate
    result = self._sample(
  File "/home/whwang22/.conda/envs/LLM_medicalGPT/lib/python3.9/site-packages/transformers/generation/utils.py", line 2651, in _sample
    outputs = self(
  File "/home/whwang22/.conda/envs/LLM_medicalGPT/lib/python3.9/site-packages/torch/nn/modules/module.py", line 1511, in _wrapped_call_impl
    return self._call_impl(*args, **kwargs)
  File "/home/whwang22/.conda/envs/LLM_medicalGPT/lib/python3.9/site-packages/torch/nn/modules/module.py", line 1520, in _call_impl
    return forward_call(*args, **kwargs)
  File "/home/whwang22/.cache/huggingface/modules/transformers_modules/glm-4-9b-chat/modeling_chatglm.py", line 878, in forward
    transformer_outputs = self.transformer(
  File "/home/whwang22/.conda/envs/LLM_medicalGPT/lib/python3.9/site-packages/torch/nn/modules/module.py", line 1511, in _wrapped_call_impl
    return self._call_impl(*args, **kwargs)
  File "/home/whwang22/.conda/envs/LLM_medicalGPT/lib/python3.9/site-packages/torch/nn/modules/module.py", line 1520, in _call_impl
    return forward_call(*args, **kwargs)
  File "/home/whwang22/.cache/huggingface/modules/transformers_modules/glm-4-9b-chat/modeling_chatglm.py", line 764, in forward
    full_attention_mask = self.get_masks(input_ids, past_key_values, padding_mask=attention_mask)
  File "/home/whwang22/.cache/huggingface/modules/transformers_modules/glm-4-9b-chat/modeling_chatglm.py", line 658, in get_masks
    past_length = past_key_values[0][0].shape[2]
AttributeError: 'str' object has no attribute 'shape'
[2024-07-12 22:02:50,942] torch.distributed.elastic.multiprocessing.api: [ERROR] failed (exitcode: 1) local_rank: 0 (pid: 38296) of binary: /home/whwang22/.conda/envs/LLM_medicalGPT/bin/python

### 其他信息

_No response_

I have encountered the same issue: the model is also chatglm4-9b-chat, and the version of transformers is 4.42.3.

> I have encountered the same issue: the model is also chatglm4-9b-chat, and the version of transformers is 4.42.3.

I have solved this problem, when use this model, the version of transformers should be 4.40.0 
https://huggingface.co/THUDM/glm-4-9b-chat/discussions/63