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from typing import Type
from vllm.model_executor.layers.quantization.base_config import QuantizationConfig
from vllm.model_executor.layers.quantization.awq import AWQConfig
from vllm.model_executor.layers.quantization.gptq import GPTQConfig
from vllm.model_executor.layers.quantization.squeezellm import SqueezeLLMConfig
_QUANTIZATION_CONFIG_REGISTRY = {
"awq": AWQConfig,
"gptq": GPTQConfig,
"squeezellm": SqueezeLLMConfig,
}
def get_quantization_config(quantization: str) -> Type[QuantizationConfig]:
if quantization not in _QUANTIZATION_CONFIG_REGISTRY:
raise ValueError(f"Invalid quantization method: {quantization}")
return _QUANTIZATION_CONFIG_REGISTRY[quantization]
__all__ = [
"QuantizationConfig",
"get_quantization_config",
]
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