单机多卡同时启动多个模型副本概率遇到问题

[UbeCc]

System Info / 系統信息

transformers==4.42.3

Who can help? / 谁可以帮助到您？

No response

Information / 问题信息

• The official example scripts / 官方的示例脚本
• My own modified scripts / 我自己修改的脚本和任务

Reproduction / 复现过程

同时启动多个 glm4 实例

CUDA_LIST=(0 1 2 3 4 5 6 7)
export PORTS=(18008 18009 18010 18011 18012 18013 18014 18015)
CUDA_LIST_LENGTH=${#CUDA_LIST[@]}
for i in $(seq 0 $((${CUDA_LIST_LENGTH}-1))); do
    export PORT=${PORTS[i]}
    echo Start vllm on ${PORT}
    export CUDA_VISIBLE_DEVICES=${CUDA_LIST[i]}
    nohup python -m vllm.entrypoints.openai.api_server --model ${MODEL} --port ${PORT} --trust-remote-code --gpu-memory-utilization 0.9 --max-model-len 8192 &
done

有一定概率部分模型启动失败，已收到可能错误原因如下
原因 1

module 'transformers_modules.configuration_chatglm' has no attribute 'ChatGLMConfig'

原因 2

[2024-09-04 17:27:43]   File "OpenRLHF/examples/scripts/../../openrlhf/cli/train_sft.py", line 219, in <module>
[2024-09-04 17:27:43]     train(args)
[2024-09-04 17:27:43]   File "OpenRLHF/examples/scripts/../../openrlhf/cli/train_sft.py", line 34, in train
[2024-09-04 17:27:43]     tokenizer = get_tokenizer(args.pretrain, model.model, "right", strategy, use_fast=not args.disable_fast_tokenizer)
[2024-09-04 17:27:43]   File "OpenRLHF/openrlhf/utils/utils.py", line 16, in get_tokenizer
[2024-09-04 17:27:43]     tokenizer = AutoTokenizer.from_pretrained(pretrain, trust_remote_code=True, use_fast=use_fast)
[2024-09-04 17:27:43]   File "/usr/local/lib/python3.10/dist-packages/transformers/models/auto/tokenization_auto.py", line 870, in from_pretrained
[2024-09-04 17:27:43]     tokenizer_class = get_class_from_dynamic_module(class_ref, pretrained_model_name_or_path, **kwargs)
[2024-09-04 17:27:43]   File "/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py", line 514, in get_class_from_dynamic_module
[2024-09-04 17:27:43]     return get_class_in_module(class_name, final_module)
[2024-09-04 17:27:43]   File "/usr/local/lib/python3.10/dist-packages/transformers/dynamic_module_utils.py", line 212, in get_class_in_module
[2024-09-04 17:27:43]     module_spec.loader.exec_module(module)
[2024-09-04 17:27:43]   File "<frozen importlib._bootstrap_external>", line 879, in exec_module
[2024-09-04 17:27:43]   File "<frozen importlib._bootstrap_external>", line 1017, in get_code
[2024-09-04 17:27:43]   File "<frozen importlib._bootstrap_external>", line 947, in source_to_code
[2024-09-04 17:27:43]   File "<frozen importlib._bootstrap>", line 241, in _call_with_frames_removed
[2024-09-04 17:27:43]   File "/root/.cache/huggingface/modules/transformers_modules/tokenization_chatglm.py", line 240
[2024-09-04 17:27:43]     """
[2024-09-04 17:27:43]     ^
[2024-09-04 17:27:43] SyntaxError: unterminated triple-quoted string literal (detected at line 254)

此错误概率出现，且仅在微调 glm 时出现，其他模型系列目前并未观察到。

Expected behavior / 期待表现

见上