'''
    #################################################################################################################################################################################################
    # This code library is an adaptation of the original Transformers and was designed, developed and programmed by Sapiens Technology®.                                                            #
    # Any alteration and/or disclosure of this code without prior authorization is strictly prohibited and is subject to legal action that will be forwarded by the Sapiens Technology® legal team. #
    # This set of algorithms aims to download, train, fine-tune and/or infer large language models from various sources and slopes.                                                                 #
    #################################################################################################################################################################################################
'''
import inspect
from typing import Any, Dict, Optional, Union
from packaging import version
def deprecate(*args, take_from: Optional[Union[Dict, Any]]=None, standard_warn=True, stacklevel=2):
    from .. import __version__
    deprecated_kwargs = take_from
    values = ()
    if not isinstance(args[0], tuple): args = (args,)
    for attribute, version_name, message in args:
        if version.parse(version.parse(__version__).base_version) >= version.parse(version_name): raise ValueError(f"The deprecation tuple {(attribute, version_name, message)} should be removed since diffusers' version {__version__} is >= {version_name}")
        if isinstance(deprecated_kwargs, dict) and attribute in deprecated_kwargs: values += (deprecated_kwargs.pop(attribute),)
        elif hasattr(deprecated_kwargs, attribute): values += (getattr(deprecated_kwargs, attribute),)
    if isinstance(deprecated_kwargs, dict) and len(deprecated_kwargs) > 0:
        call_frame = inspect.getouterframes(inspect.currentframe())[1]
        filename = call_frame.filename
        line_number = call_frame.lineno
        function = call_frame.function
        key, value = next(iter(deprecated_kwargs.items()))
        raise TypeError(f'{function} in {filename} line {line_number - 1} got an unexpected keyword argument `{key}`')
    if len(values) == 0: return
    elif len(values) == 1: return values[0]
    return values
'''
    #################################################################################################################################################################################################
    # This code library is an adaptation of the original Transformers and was designed, developed and programmed by Sapiens Technology®.                                                            #
    # Any alteration and/or disclosure of this code without prior authorization is strictly prohibited and is subject to legal action that will be forwarded by the Sapiens Technology® legal team. #
    # This set of algorithms aims to download, train, fine-tune and/or infer large language models from various sources and slopes.                                                                 #
    #################################################################################################################################################################################################
'''
