Instructions to use OpenMOSS-Team/MOSS-Audio-Tokenizer-Nano with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use OpenMOSS-Team/MOSS-Audio-Tokenizer-Nano with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("feature-extraction", model="OpenMOSS-Team/MOSS-Audio-Tokenizer-Nano", trust_remote_code=True)# Load model directly from transformers import AutoModel model = AutoModel.from_pretrained("OpenMOSS-Team/MOSS-Audio-Tokenizer-Nano", trust_remote_code=True, dtype="auto") - Notebooks
- Google Colab
- Kaggle
Update configuration_moss_audio_tokenizer.py
Browse filesCan't use it without this change:
Error:
python ./test_tokenizer.py
Traceback (most recent call last):
File "/home/fablevi/git/unsloth/src/./test_tokenizer.py", line 6, in <module>
config = AutoConfig.from_pretrained(repo_id, trust_remote_code=True)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/fablevi/git/unsloth/venv/lib/python3.11/site-packages/transformers/models/auto/configuration_auto.py", line 1500, in from_pretrained
config_class = get_class_from_dynamic_module(
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/fablevi/git/unsloth/venv/lib/python3.11/site-packages/transformers/dynamic_module_utils.py", line 583, in get_class_from_dynamic_module
return get_class_in_module(class_name, final_module, force_reload=force_download)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/fablevi/git/unsloth/venv/lib/python3.11/site-packages/transformers/dynamic_module_utils.py", line 309, in get_class_in_module
module_spec.loader.exec_module(module)
File "<frozen importlib._bootstrap_external>", line 940, in exec_module
File "<frozen importlib._bootstrap>", line 241, in _call_with_frames_removed
File "/home/fablevi/.cache/huggingface/modules/transformers_modules/_6aa02b01e445cc585582cf0ba480bc3ea6c8dd68/configuration_moss_audio_tokenizer.py", line 29, in <module>
class MossAudioTokenizerConfig(PreTrainedConfig):
File "/home/fablevi/git/unsloth/venv/lib/python3.11/site-packages/transformers/configuration_utils.py", line 301, in __init_subclass__
cls = dataclass(cls, repr=False)
^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/lib/python3.11/dataclasses.py", line 1232, in dataclass
return wrap(cls)
^^^^^^^^^
File "/usr/lib/python3.11/dataclasses.py", line 1222, in wrap
return _process_class(cls, init, repr, eq, order, unsafe_hash,
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/lib/python3.11/dataclasses.py", line 1027, in _process_class
_init_fn(all_init_fields,
File "/usr/lib/python3.11/dataclasses.py", line 545, in _init_fn
raise TypeError(f'non-default argument {f.name!r} '
TypeError: non-default argument 'sampling_rate' follows default argument
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@@ -86,17 +86,17 @@ class MossAudioTokenizerConfig(PreTrainedConfig):
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# Backward-compatible alias used by some checkpoints.
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attribute_map = {"sample_rate": "sampling_rate"}
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sampling_rate: int
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downsample_rate: int
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causal_transformer_context_duration: float
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encoder_kwargs: list
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decoder_kwargs: list
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number_channels: int
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enable_channel_interleave: bool
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attention_implementation: str
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compute_dtype: str
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quantizer_type: str
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quantizer_kwargs: dict
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def __init__(
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self,
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# Backward-compatible alias used by some checkpoints.
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attribute_map = {"sample_rate": "sampling_rate"}
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sampling_rate: int = 48000
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downsample_rate: int = 3840
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causal_transformer_context_duration: float = 10.0
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encoder_kwargs: list = None
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decoder_kwargs: list = None
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number_channels: int = 2
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enable_channel_interleave: bool = True
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attention_implementation: str = "sdpa"
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compute_dtype: str = "fp32"
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quantizer_type: str = "rlfq"
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quantizer_kwargs: dict = None
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def __init__(
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self,
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