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本地部署了Sensevoice模型之后怎么使用

Open YAETHeryk opened this issue 8 months ago • 0 comments

部署代码

byzerllm deploy --pretrained_model_type custom/sensevoice ^
--infer_backend transformers ^
--cpus_per_worker 0.001 ^
--gpus_per_worker 0 ^
--num_workers 1 ^
--model_path D:/Project/PYTHON/william-toolbox/SenseVoiceSmall ^
--infer_params vad_model=fsmn-vad vad_kwargs.max_single_segment_time=30000 ^
--model voice2text

用文档里whisper模型的代码测试了一下:

import byzerllm
import json
import base64
from byzerllm.types import AudioPath

llm = byzerllm.ByzerLLM.from_default_model("voice2text")

audio_file = "D:/Project/PYTHON/william-toolbox/SenseVoiceSmall/example/zh.mp3"

@byzerllm.prompt(llm=llm)
def audio_to_text(audio_file: AudioPath):
    """
    {{ audio_file }}
    """

v = audio_to_text(AudioPath(value=audio_file))
json.loads(v)

结果:


2025-04-02 13:54:08,183 INFO worker.py:1660 -- Connecting to existing Ray cluster at address: 127.0.0.1:6379...
2025-04-02 13:54:08,205 INFO worker.py:1843 -- Connected to Ray cluster. View the dashboard at http://127.0.0.1:8265 
Traceback (most recent call last):
  File "d:\Project\PYTHON\william-toolbox\asr.py", line 16, in <module>
    v = audio_to_text(AudioPath(value=audio_file))
        ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "D:\Python\miniconda3\envs\autocoder\Lib\site-packages\byzerllm\__init__.py", line 721, in __call__
    return self.prompt_runner(*args, **kwargs)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "D:\Python\miniconda3\envs\autocoder\Lib\site-packages\byzerllm\__init__.py", line 325, in __call__
    return self.run(*args, **kwargs)
           ^^^^^^^^^^^^^^^^^^^^^^^^^
  File "D:\Python\miniconda3\envs\autocoder\Lib\site-packages\byzerllm\__init__.py", line 556, in run
    v = llm.prompt(
        ^^^^^^^^^^^
  File "D:\Python\miniconda3\envs\autocoder\Lib\site-packages\byzerllm\utils\client\byzerllm_client.py", line 1584, in wrapper
    raise Exception(
Exception: audio_to_text should return a pydantic model or string

正确的操作方法是什么?

YAETHeryk avatar Apr 02 '25 06:04 YAETHeryk