can not run with vllm
I have done this: pip install git+https://github.com/huggingface/[email protected]。
and
pip freeze |grep transformers shows: transformers @ git+https://github.com/huggingface/transformers@46350f5eae87ac1d168ddfdc57a0b39b64b9a029
my vllm is Version: 0.7.3
I try to run the model with command: vllm serve gemma3_27b --served-model-name gemma3_27b --tensor-parallel-size 4 --trust-remote-code --gpu_memory_utilization 0.95 --dtype bfloat16,then, an Error occurred :
'''ValueError: Unrecognized configuration class <class 'transformers.models.gemma3.configuration_gemma3.Gemma3Config'> for this kind of AutoModel: AutoModel. ......GemmaConfig, Gemma2Config, Gemma3TextConfig, GitConfig, GlmConfig, .........'''
The Gemma3TextConfig can be seen in the error message,but there is not Gemma3Config .
So I manually add ("gemma3", "Gemma3ForCausalLM") to anaconda3/lib/python3.11/site-packages/transformers/models/auto/modeling_auto.py:line 121,
It seems Gemma3Config can be found this time, but a new error occurred:
Process SpawnProcess-1:
Traceback (most recent call last):
File "/home/user/anaconda3/lib/python3.11/multiprocessing/process.py", line 314, in _bootstrap
self.run()
File "/home/user/anaconda3/lib/python3.11/multiprocessing/process.py", line 108, in run
self._target(*self._args, **self._kwargs)
File "/home/user/anaconda3/lib/python3.11/site-packages/vllm/engine/multiprocessing/engine.py", line 402, in run_mp_engine
raise e
File "/home/user/anaconda3/lib/python3.11/site-packages/vllm/engine/multiprocessing/engine.py", line 391, in run_mp_engine
engine = MQLLMEngine.from_engine_args(engine_args=engine_args,
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/user/anaconda3/lib/python3.11/site-packages/vllm/engine/multiprocessing/engine.py", line 124, in from_engine_args
return cls(ipc_path=ipc_path,
^^^^^^^^^^^^^^^^^^^^^^
File "/home/user/anaconda3/lib/python3.11/site-packages/vllm/engine/multiprocessing/engine.py", line 76, in init
self.engine = LLMEngine(*args, **kwargs)
^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/user/anaconda3/lib/python3.11/site-packages/vllm/engine/llm_engine.py", line 273, in init
self.model_executor = executor_class(vllm_config=vllm_config, )
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/user/anaconda3/lib/python3.11/site-packages/vllm/executor/executor_base.py", line 271, in init
super().init(*args, **kwargs)
File "/home/user/anaconda3/lib/python3.11/site-packages/vllm/executor/executor_base.py", line 52, in init
self._init_executor()
File "/home/user/anaconda3/lib/python3.11/site-packages/vllm/executor/mp_distributed_executor.py", line 125, in _init_executor
self._run_workers("load_model",
File "/home/user/anaconda3/lib/python3.11/site-packages/vllm/executor/mp_distributed_executor.py", line 185, in _run_workers
driver_worker_output = run_method(self.driver_worker, sent_method,
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/user/anaconda3/lib/python3.11/site-packages/vllm/utils.py", line 2196, in run_method
return func(*args, **kwargs)
^^^^^^^^^^^^^^^^^^^^^
File "/home/user/anaconda3/lib/python3.11/site-packages/vllm/worker/worker.py", line 183, in load_model
self.model_runner.load_model()
File "/home/user/anaconda3/lib/python3.11/site-packages/vllm/worker/model_runner.py", line 1112, in load_model
self.model = get_model(vllm_config=self.vllm_config)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/user/anaconda3/lib/python3.11/site-packages/vllm/model_executor/model_loader/init.py", line 14, in get_model
return loader.load_model(vllm_config=vllm_config)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/user/anaconda3/lib/python3.11/site-packages/vllm/model_executor/model_loader/loader.py", line 406, in load_model
model = _initialize_model(vllm_config=vllm_config)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/user/anaconda3/lib/python3.11/site-packages/vllm/model_executor/model_loader/loader.py", line 125, in _initialize_model
return model_class(vllm_config=vllm_config, prefix=prefix)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/user/anaconda3/lib/python3.11/site-packages/vllm/model_executor/models/transformers.py", line 138, in init
self.model: PreTrainedModel = AutoModel.from_config(
^^^^^^^^^^^^^^^^^^^^^^
File "/home/user/anaconda3/lib/python3.11/site-packages/transformers/models/auto/auto_factory.py", line 440, in from_config
return model_class._from_config(config, **kwargs)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/user/anaconda3/lib/python3.11/site-packages/transformers/modeling_utils.py", line 273, in _wrapper
return func(*args, **kwargs)
^^^^^^^^^^^^^^^^^^^^^
File "/home/user/anaconda3/lib/python3.11/site-packages/transformers/modeling_utils.py", line 1596, in _from_config
model = cls(config, kwargs)
^^^^^^^^^^^^^^^^^^^^^
File "/home/user/anaconda3/lib/python3.11/site-packages/transformers/models/gemma3/modeling_gemma3.py", line 889, in init
self.model = Gemma3TextModel(config)
^^^^^^^^^^^^^^^^^^^^^^^
File "/home/user/anaconda3/lib/python3.11/site-packages/transformers/models/gemma3/modeling_gemma3.py", line 626, in init
config.vocab_size, config.hidden_size, self.padding_idx, embed_scale=self.config.hidden_size0.5
^^^^^^^^^^^^^^^^^^
File "/home/user/anaconda3/lib/python3.11/site-packages/transformers/configuration_utils.py", line 214, in getattribute
return super().getattribute(key)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
AttributeError: 'Gemma3Config' object has no attribute 'hidden_size'
does anybody can help, thanks a lot!
Try the following:
git clone https://github.com/vllm-project/vllm.git
cd vllm
VLLM_USE_PRECOMPILED=1 pip install --editable .
pip install git+https://github.com/huggingface/[email protected]
https://github.com/vllm-project/vllm/issues/14734#issuecomment-2720738129
Try the following:
git clone https://github.com/vllm-project/vllm.git cd vllm VLLM_USE_PRECOMPILED=1 pip install --editable . pip install git+https://github.com/huggingface/[email protected]
https://github.com/vllm-project/vllm/issues/14734#issuecomment-2720738129
It solved my problem! Thank you for your help!
ModuleNotFoundError: No module named 'vllm.benchmarks.serve'
Need to do :
echo 'export PYTHONPATH="/your/vllmflod/path:$PYTHONPATH"' >> ~/.bashrc
source ~/.bashrc